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Research archive

Ecommerce Visual Benchmark

A transparent collection protocol for ecommerce visual workflows.

Published rows describe observed evidence for their documented inputs and settings. They do not establish a general performance conclusion outside those rows.

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Collection status
Collection status: published
Author
Author: Shopix AI
Research dates
First published July 27, 2026. Last verified August 6, 2026.

Methodology and archive — protocol version 2026-q3. Evaluator disclosure: Shopix AI reviewers record the documented settings, observable failures, elapsed time, correction effort, and evidence for each published row. The 2026-08-06 rows were recorded by an agent-assisted internal reviewer and released on the site owner’s authorization; corrections are appended to the public changelog.

Canonical record

Inputs

The protocol names product archetypes and their review purpose before collection begins.

Coverage itemDocumented review purpose
Packaging with important text and labelsA product with visible packaging copy and labels, selected to expose text-rendering failures.
Transparent or reflective materialA product selected to expose transparency, reflection, and material-fidelity failures.
Apparel or on-model presentationAn apparel product or on-model presentation selected to expose garment and body-geometry failures.
Complex geometry or repeated componentsA product selected to expose repeated-component and complex-geometry failures.
Consumer product for marketplace listingsAn ordinary consumer product selected for a marketplace-listing workflow review.
Protocol coverage map
Coverage map of the published five-product, five-workflow collection.

Workflows

Coverage itemDocumented review purpose
Clean white-background hero imageA single hero-image workflow with a clean white background.
Lifestyle sceneA product-in-context lifestyle-scene workflow.
Benefit/infographic visualA visual workflow that communicates a documented product benefit.
Coordinated detail-page image setA coordinated multi-image workflow for a product detail page.
Short-form product-video source assetA source-asset workflow intended for short-form product-video production.

Evaluation

Coverage itemDocumented review purpose
Physical-product identity and geometryWhether the observed output retains the documented product identity, shape, and component geometry.
Packaging-text correctnessWhether visible packaging text and labels remain correct at the documented review size.
Material, color, transparency, and reflection fidelityWhether observed material, color, transparency, and reflections match the documented input.
Marketplace readiness and policy risksObserved presentation risks requiring market-specific review; this is not an approval determination.
Usable-output rate, including rejection reasonsThe usable-output rate for the documented run and specific observed reasons for rejection.
Elapsed time and required user actionsElapsed time and the user actions recorded during the documented run.
Transparent cost at the tested settingsThe recorded cost source and cost for the exact documented settings.
Manual correction and review effortManual correction time and review effort recorded for the documented output.
Batch and multi-format workflow coverageObserved workflow support for batch and multiple output formats.
Accessibility and localization qualityObserved accessibility and localization quality for the documented output and review context.

Published observations

Each row is shown with its documented input, settings, evidence, and remaining limitations. These records do not compare or order tools.

  1. Herbal hand cream with printed tube and box packaging

    Workflow: Clean white-background hero image

    Source identity
    Rose Delin Astragalus Hand Cream Autumn and Winter Moisturizing and Hydrating Non-Greasy Anti-Dry Cracking Rough Hand Li (1688-offer-941832662203-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Professional ecommerce hero image: place this exact product on a clean pure white background with soft studio lighting and a subtle natural shadow. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Centered composition, commercial quality.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:07:00+08:00.
    3 actions · 0.47 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Tube and box shapes, cap geometry and wave-band layout match the source; box proportions are slightly slimmer than the source but the product remains clearly the same SKU.
    • Packaging-text correctness: Primary copy survives at review size: MAIGOOLE, ASTRAGALUS HAND CREAM, the large 黄芪 characters, 黄芪护手霜 on tube and box, and 净含量:80g are all correct. The small calligraphy annotations (水润嫩滑 / 持久留香 in the source) are replaced by plausible-looking but wrong characters, and the ingredient small print on the box side is entirely pseudo-characters.
    • Material, color, transparency, and reflection fidelity: Brand orange/white palette and the glossy yellow cap match the source at review size.
    • Marketplace readiness and policy risks: Overlaid marketing slogans from the source listing were removed as instructed. Corrupted ingredient small print would fail any listing review that zooms into the box side; the image is usable only where side small print is not legible or is cropped.
    • Usable-output rate, including rejection reasons: 1 of 1 output usable as a hero draft subject to the small-print caveat; nothing was rejected in this run.
    • Elapsed time and required user actions: 28 seconds end to end through the production API for one output; equivalent studio flow is upload, prompt, generate.
    • Transparent cost at the tested settings: 50 credits charged at 1K/1:1/one image (USD 0.20 at the USD 5 / 1,250-credit entry pack rate).
    • Manual correction and review effort: No correction performed. To make this launch-ready a human would need to retouch or crop the corrupted small print; estimated 10-20 minutes in an image editor.
    • Batch and multi-format workflow coverage: Single-output run; multi-image behaviour is documented in the detail-page-set row for this product.
    • Accessibility and localization quality: Bilingual packaging copy (English brand line + Chinese product name) is preserved; no alt text or localization variants are produced by the workflow itself.

    Observable failures

    • Small calligraphy annotations replaced with wrong characters (source 水润嫩滑/持久留香 became invented glyph sequences).
    • Box-side ingredient small print rendered as pseudo-characters throughout.

    Row limitations

    • Single generation, no retries; a different seed may change text fidelity in either direction.
    • Review performed on-screen at up to 100% zoom of the 1024px output; print-size review was not performed.
    • Auditable production record: generation job 982de013-9933-4d38-8a80-4ff04142b3d0 (trace 58e0c98c-aa36-486e-8183-5b749cee0e17).
    Unmodified source listing image for Herbal hand cream with printed tube and box packaging
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/packaging-source.jpg
    Generated white-background hero image of the hand cream tube and box; main copy correct, small print corrupted
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/packaging-white-background-hero-1.jpg

  2. Herbal hand cream with printed tube and box packaging

    Workflow: Lifestyle scene

    Source identity
    Rose Delin Astragalus Hand Cream Autumn and Winter Moisturizing and Hydrating Non-Greasy Anti-Dry Cracking Rough Hand Li (1688-offer-941832662203-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Place this exact product in a realistic lifestyle scene that fits its everyday use. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Natural lighting, believable environment, commercial quality.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:08:00+08:00.
    3 actions · 0.48 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Product identity and packaging layout preserved; the scene adds astragalus root slices as props, which correctly match the product's key ingredient.
    • Packaging-text correctness: Primary copy correct as in the hero run; small calligraphy and box-side small print corrupted in the same way. Background book spines carry garbled invented titles (e.g. BLE D, LA PÂ fragments).
    • Material, color, transparency, and reflection fidelity: Colors consistent with source; window light plausible.
    • Marketplace readiness and policy risks: Prop text (book spines) is garbled and would need retouching or cropping for a zoomable listing gallery; cream swatch prop implies texture not evidenced in the source.
    • Usable-output rate, including rejection reasons: 1 of 1 output usable as a lifestyle draft subject to prop-text retouching.
    • Elapsed time and required user actions: 29 seconds end to end for one output.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; estimated 10-15 minutes to clean prop text and verify packaging copy.
    • Batch and multi-format workflow coverage: Single-output run.
    • Accessibility and localization quality: Scene reads clearly at thumbnail size; no localization variants produced.

    Observable failures

    • Same small-print pseudo-character corruption as the hero run.
    • Invented garbled text on background book-spine props.

    Row limitations

    • Single generation, no retries.
    • Auditable production record: generation job 2877d295-0da7-4f42-ae55-409a29482fa7 (trace b97d86f9-aa52-4ac8-bed9-b3d6b6617915).
    Unmodified source listing image for Herbal hand cream with printed tube and box packaging
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/packaging-source.jpg
    Generated lifestyle scene of the hand cream with astragalus slices and window light; prop book titles garbled
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/packaging-lifestyle-scene-1.jpg

  3. Herbal hand cream with printed tube and box packaging

    Workflow: Benefit/infographic visual

    Source identity
    Rose Delin Astragalus Hand Cream Autumn and Winter Moisturizing and Hydrating Non-Greasy Anti-Dry Cracking Rough Hand Li (1688-offer-941832662203-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Create a clean ecommerce benefit graphic for this exact product. Keep the product photo-accurate. Add short English callout labels pointing to features that are visibly present on the product or its packaging in the source photo; do not invent claims. Simple flat background, readable typography, marketplace-detail-page style.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:08:00+08:00.
    3 actions · 0.45 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Product identity preserved; layout is a clean marketplace-style benefit graphic.
    • Packaging-text correctness: The brand product line is corrupted on both tube and box: 黄芪护手霜 became 黄民护手霜 (芪 replaced by 民), and 净含量 is corrupted, while the same strings were correct in the hero and detail-set runs. Headline, English callouts and Net Wt. 80g are clean.
    • Material, color, transparency, and reflection fidelity: Colors consistent; cream swatch prop added.
    • Marketplace readiness and policy risks: The callout ASTRAGALUS ROOT EXTRACT states an ingredient-level claim that is not visible on the source packaging (the source shows the herb name, not an extract claim); HYDRATING and LONG-LASTING FRAGRANCE map to the source's 补水保湿/持久留香. Ingredient-style claims on cosmetics require substantiation under advertising rules; this output must not ship without claim review.
    • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for the brand-line character substitution and the unsupported extract claim.
    • Elapsed time and required user actions: 27 seconds end to end for one output.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; fixing requires regenerating or manually restoring the brand line and rewriting one callout, estimated 15-30 minutes.
    • Batch and multi-format workflow coverage: Single-output run.
    • Accessibility and localization quality: English callouts with clear contrast; readable at listing size.

    Observable failures

    • Brand line corrupted: 黄芪护手霜 rendered as 黄民护手霜 on both tube and box.
    • 净含量 label corrupted on the box band.
    • Callout invents an ingredient-claim (ASTRAGALUS ROOT EXTRACT) not present on the source packaging.

    Row limitations

    • Single generation, no retries; the same prompt produced correct brand text in other workflows, so text fidelity is run-dependent.
    • Auditable production record: generation job 4b9eb8cb-815b-4652-8c64-369f9360ae48 (trace 0c4961fd-674b-42e8-ac4f-c8a7b554d0c7).
    Unmodified source listing image for Herbal hand cream with printed tube and box packaging
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/packaging-source.jpg
    Generated benefit infographic; brand line corrupted to 黄民护手霜 and one callout invents an extract claim
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/packaging-benefit-infographic-1.jpg

  4. Herbal hand cream with printed tube and box packaging

    Workflow: Coordinated detail-page image set

    Source identity
    Rose Delin Astragalus Hand Cream Autumn and Winter Moisturizing and Hydrating Non-Greasy Anti-Dry Cracking Rough Hand Li (1688-offer-941832662203-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 4, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 4
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Create an image for a coordinated product detail page set for this exact product: consistent background style, lighting and color palette suitable for a marketplace detail page. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:09:00+08:00.
    3 actions · 0.5 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.8 — 200 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Product identity preserved in a travertine-and-daylight detail scene.
    • Packaging-text correctness: Primary copy correct including 黄芪护手霜 and 净含量:80g; box-side small print corrupted as in other runs.
    • Material, color, transparency, and reflection fidelity: Colors consistent; stone and leaf props rendered plausibly.
    • Marketplace readiness and policy risks: Usable as one slot of a detail set; small print caveat applies.
    • Usable-output rate, including rejection reasons: 1 usable image delivered, but the run requested four images and delivered one, so the coordinated multi-image set could not be assembled from a single request.
    • Elapsed time and required user actions: 30 seconds end to end; assembling a full set would require repeated single-image requests.
    • Transparent cost at the tested settings: 200 credits charged for imageCount=4 while one output was delivered (USD 0.80 charged for one delivered image at the entry pack rate); no refund was recorded on the job at review time.
    • Manual correction and review effort: No correction performed on the delivered image.
    • Batch and multi-format workflow coverage: Requested imageCount=4 on the default public model returned output_count=1; multi-image delivery did not work at these settings, which blocks one-request detail-set workflows.
    • Accessibility and localization quality: Scene readable; no set-level consistency could be evaluated because only one image was delivered.

    Observable failures

    • Requested 4 images, delivered 1; 200 credits (4x50) charged with no refund recorded at review time.
    • Box-side small print pseudo-characters.

    Row limitations

    • Whether the undelivered-image charge is later refunded automatically was not observable at review time; the job showed is_refunded unset when recorded.
    • Single request; behaviour of repeated requests to build a set manually was not measured.
    • Auditable production record: generation job 1bbef788-f39d-41de-a7b3-10da067b6574 (trace 7c2c35c6-17e7-44ea-b3e5-eeaf11d77096).
    Unmodified source listing image for Herbal hand cream with printed tube and box packaging
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/packaging-source.jpg
    Single delivered image of the requested four-image detail set; scene usable, multi-image delivery failed
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/packaging-detail-page-set-1.jpg

  5. Herbal hand cream with printed tube and box packaging

    Workflow: Short-form product-video source asset

    Source identity
    Rose Delin Astragalus Hand Cream Autumn and Winter Moisturizing and Hydrating Non-Greasy Anti-Dry Cracking Rough Hand Li (1688-offer-941832662203-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 9:16, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 9:16
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Create a vertical source frame for a short-form product video of this exact product: product prominent in the middle, clean modern backdrop, headroom at top and bottom for captions. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:10:00+08:00.
    3 actions · 0.5 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Product identity preserved in a 9:16 vertical frame with caption headroom as briefed.
    • Packaging-text correctness: Brand line corrupted again on both box and tube: 黄芪护手霜 rendered as 黄民护手霜, the same substitution seen in the benefit-infographic run; MAIGOOLE/ASTRAGALUS lines and large 黄芪 correct.
    • Material, color, transparency, and reflection fidelity: Colors consistent; ginkgo-leaf prop and wood blocks plausible.
    • Marketplace readiness and policy risks: As a video source frame the corrupted band text would appear on camera; unusable for close-up shots without correction.
    • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for the recurring brand-line substitution.
    • Elapsed time and required user actions: 30 seconds end to end for one output.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; regeneration or manual text restoration required before video use.
    • Batch and multi-format workflow coverage: 9:16 aspect ratio was honored, confirming multi-format output support.
    • Accessibility and localization quality: Vertical composition leaves usable caption space top and bottom as briefed.

    Observable failures

    • Brand line corrupted: 黄芪护手霜 rendered as 黄民护手霜 on both box and tube (second occurrence across the five packaging runs).

    Row limitations

    • Single generation, no retries; across the five packaging runs the brand line was corrupted in 2 of 5 outputs, correct in 3 of 5.
    • Auditable production record: generation job 3bd80bad-4553-4ccb-aea8-8d4caea7692b (trace b1e41671-71bf-459c-adc5-e70f2caa6f02).
    Unmodified source listing image for Herbal hand cream with printed tube and box packaging
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/packaging-source.jpg
    Generated 9:16 video source frame; caption headroom honored, brand line corrupted to 黄民护手霜
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/packaging-short-form-video-source-1.jpg

  6. Stackable transparent plastic shoe storage boxes

    Workflow: Clean white-background hero image

    Source identity
    Thickened Shoe Box Transparent Shoe Box Plastic Flip Drawer Shoe Box Household Goods Storage Box Yiwu Factory Top Made (1688-offer-641797714688-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Professional ecommerce hero image: place this exact product on a clean pure white background with soft studio lighting and a subtle natural shadow. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Centered composition, commercial quality.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:11:00+08:00.
    3 actions · 0.53 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Stacked flip-front shoe boxes with the source's six color columns, circular and heart-shaped handles preserved. The brief asked for a white background but the model kept a full room scene, so the hero brief was not followed; unit counts per column drift from the source grid.
    • Packaging-text correctness: No product packaging text on the boxes themselves; shoe branding inside the boxes renders as near-legible third-party wordmarks.
    • Material, color, transparency, and reflection fidelity: Transparent PP fronts, tints and translucency are rendered convincingly, including see-through stacking.
    • Marketplace readiness and policy risks: Recognizable third-party trademarks (trefoil and swoosh marks on sneakers) are preserved and even sharpened inside the transparent boxes; using this image in a listing would raise trademark and platform-policy risk unless the shoes are replaced or blurred.
    • Usable-output rate, including rejection reasons: 0 of 1 usable as a white-background hero: rejected because the white-background instruction was ignored and third-party marks are visible.
    • Elapsed time and required user actions: 32 seconds end to end for one output.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; producing a compliant hero would require regeneration with stronger constraints plus mark removal, estimated 20-40 minutes.
    • Batch and multi-format workflow coverage: Single-output run.
    • Accessibility and localization quality: High-contrast composition; readable at thumbnail size.

    Observable failures

    • White-background instruction ignored; full room scene produced instead.
    • Third-party sneaker trademarks preserved inside the transparent boxes.
    • Stack grid unit counts differ from the source layout.

    Row limitations

    • The source image itself contains branded shoes, so part of the trademark risk originates in the input; the model nonetheless preserved and sharpened the marks instead of neutralizing them.
    • Auditable production record: generation job 5054e201-92e1-4055-b0f2-fcfe7927b04a (trace 094b9d81-c0f2-4112-8a95-6ce93181b9f7).
    Unmodified source listing image for Stackable transparent plastic shoe storage boxes
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/transparent-source.jpg
    Generated image kept a room scene instead of the requested white background; transparent fronts convincing, third-party shoe marks visible
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/transparent-white-background-hero-1.jpg

  7. Stackable transparent plastic shoe storage boxes

    Workflow: Lifestyle scene

    Source identity
    Thickened Shoe Box Transparent Shoe Box Plastic Flip Drawer Shoe Box Household Goods Storage Box Yiwu Factory Top Made (1688-offer-641797714688-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Place this exact product in a realistic lifestyle scene that fits its everyday use. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Natural lighting, believable environment, commercial quality.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:12:00+08:00.
    3 actions · 0.47 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Product identity and color columns preserved in an entryway scene; unit counts drift from the source grid.
    • Packaging-text correctness: Prop book spines carry garbled invented titles (FASHION I&BT DESIGN, RYERUIAM MASAIIND DESIGN, DESIGNION); shoe wordmarks near-legible.
    • Material, color, transparency, and reflection fidelity: Transparency and tint fidelity remain convincing.
    • Marketplace readiness and policy risks: Same third-party trademark exposure as the hero run, plus garbled prop text that would fail zoom review.
    • Usable-output rate, including rejection reasons: 1 of 1 usable as a lifestyle draft only after mark neutralization and prop-text cleanup.
    • Elapsed time and required user actions: 28 seconds end to end for one output.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; estimated 20-30 minutes of retouching for marks and prop text.
    • Batch and multi-format workflow coverage: Single-output run.
    • Accessibility and localization quality: Scene readable; props (keys, bag) support scale perception.

    Observable failures

    • Garbled invented titles on book-spine props.
    • Third-party sneaker trademarks preserved.

    Row limitations

    • Single generation, no retries.
    • Auditable production record: generation job 7f1d350f-a30a-41fb-a3b5-9b9f34c91d94 (trace 4b2a90e8-a025-4a35-83b7-5ec00e1063e4).
    Unmodified source listing image for Stackable transparent plastic shoe storage boxes
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/transparent-source.jpg
    Generated entryway lifestyle scene; transparency convincing, prop book titles garbled, shoe marks visible
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/transparent-lifestyle-scene-1.jpg

  8. Stackable transparent plastic shoe storage boxes

    Workflow: Benefit/infographic visual

    Source identity
    Thickened Shoe Box Transparent Shoe Box Plastic Flip Drawer Shoe Box Household Goods Storage Box Yiwu Factory Top Made (1688-offer-641797714688-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Create a clean ecommerce benefit graphic for this exact product. Keep the product photo-accurate. Add short English callout labels pointing to features that are visibly present on the product or its packaging in the source photo; do not invent claims. Simple flat background, readable typography, marketplace-detail-page style.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:12:00+08:00.
    3 actions · 0.32 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Product preserved; clean callout layout with a magnified clip detail inset.
    • Packaging-text correctness: All callout text is legible English; no corrupted characters in this run.
    • Material, color, transparency, and reflection fidelity: Transparency rendering consistent with other runs.
    • Marketplace readiness and policy risks: Multiple callouts state specifications that are not visible in the source image: material (Durable, Clear, High-Transparency PP Plastic), interlocking modular design, and secure side clips with interlocking tracks. The source listing overlay contains none of these claims. Only the flip-up doors and handle shapes are visually verifiable. Shipping these invented specification claims without seller verification would violate listing-accuracy rules.
    • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for unverifiable invented specification claims; layout itself is production quality.
    • Elapsed time and required user actions: 19 seconds end to end for one output, the fastest run in this collection.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; a seller would need to verify or rewrite every claim, estimated 15-30 minutes plus product knowledge.
    • Batch and multi-format workflow coverage: Single-output run.
    • Accessibility and localization quality: High-contrast readable typography; claims are English-only while the source listing is Chinese-market.

    Observable failures

    • Invented material specification (PP plastic) not present in the source.
    • Invented mechanical claims (interlocking modular design, secure side clips) not verifiable from the source.
    • Third-party sneaker trademarks still visible in product shots.

    Row limitations

    • The prompt explicitly forbade inventing claims and asked for features visibly present in the source; the model added specification-level claims anyway.
    • Auditable production record: generation job 5c13c631-ede9-43f3-8871-d971be48a930 (trace 85321ec9-4e9f-4221-9163-11d58bf6af71).
    Unmodified source listing image for Stackable transparent plastic shoe storage boxes
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/transparent-source.jpg
    Generated benefit infographic with clean layout but invented material and mechanism claims
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/transparent-benefit-infographic-1.jpg

  9. Stackable transparent plastic shoe storage boxes

    Workflow: Coordinated detail-page image set

    Source identity
    Thickened Shoe Box Transparent Shoe Box Plastic Flip Drawer Shoe Box Household Goods Storage Box Yiwu Factory Top Made (1688-offer-641797714688-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 4, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 4
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Create an image for a coordinated product detail page set for this exact product: consistent background style, lighting and color palette suitable for a marketplace detail page. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:13:00+08:00.
    3 actions · 0.42 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.8 — 200 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Product preserved in a stone-interior scene; unit counts drift from the source grid.
    • Packaging-text correctness: Shoe wordmarks near-legible; no other text.
    • Material, color, transparency, and reflection fidelity: Transparency fidelity consistent.
    • Marketplace readiness and policy risks: Same third-party trademark exposure; loose shoes as props amplify it.
    • Usable-output rate, including rejection reasons: 1 usable image delivered, but the requested four-image set again returned a single output.
    • Elapsed time and required user actions: About 30 seconds end to end.
    • Transparent cost at the tested settings: 200 credits charged for imageCount=4 with one image delivered; no refund recorded at review time (second occurrence).
    • Manual correction and review effort: No correction performed.
    • Batch and multi-format workflow coverage: Multi-image request delivered one output on the default public model, reproducing the packaging-product result.
    • Accessibility and localization quality: Scene readable at listing size.

    Observable failures

    • Requested 4 images, delivered 1, 200 credits charged with no refund recorded (reproduces across products).
    • Third-party sneaker trademarks preserved.

    Row limitations

    • Refund behaviour after review time not observed.
    • Auditable production record: generation job 3d2bf13a-02f3-4ce3-9ae5-18444b7f7d2d (trace 2e596f1d-3b77-4055-8dc3-896ce050eb47).
    Unmodified source listing image for Stackable transparent plastic shoe storage boxes
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/transparent-source.jpg
    Single delivered image of the requested four-image set; stone interior scene
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/transparent-detail-page-set-1.jpg

  10. Stackable transparent plastic shoe storage boxes

    Workflow: Short-form product-video source asset

    Source identity
    Thickened Shoe Box Transparent Shoe Box Plastic Flip Drawer Shoe Box Household Goods Storage Box Yiwu Factory Top Made (1688-offer-641797714688-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 9:16, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 9:16
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Create a vertical source frame for a short-form product video of this exact product: product prominent in the middle, clean modern backdrop, headroom at top and bottom for captions. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:14:00+08:00.
    3 actions · 0.43 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: 9:16 vertical frame with the stack centered and caption headroom; output adds extra rows, showing an eight-high stack not present in the source.
    • Packaging-text correctness: Shoe wordmarks visible; no other text.
    • Material, color, transparency, and reflection fidelity: Transparency fidelity consistent.
    • Marketplace readiness and policy risks: Third-party trademark exposure persists; the invented taller stack misrepresents the purchasable configuration, a listing-accuracy risk for video use.
    • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for configuration misrepresentation (extra units) plus trademark exposure.
    • Elapsed time and required user actions: About 30 seconds end to end.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; regeneration with explicit unit-count constraints required.
    • Batch and multi-format workflow coverage: 9:16 honored.
    • Accessibility and localization quality: Caption headroom honored top and bottom.

    Observable failures

    • Repeated-component miscount: output shows more stacked units than the source configuration.
    • Third-party sneaker trademarks preserved.

    Row limitations

    • Single generation, no retries.
    • Auditable production record: generation job 6c488e78-9cc0-42ad-9143-1c14332ef123 (trace d5877cd7-3c1f-4816-bda9-c6808580416b).
    Unmodified source listing image for Stackable transparent plastic shoe storage boxes
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/transparent-source.jpg
    Generated 9:16 vertical frame; stack rendered taller than the source configuration
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/transparent-short-form-video-source-1.jpg

  11. Women's wide-leg Tencel jeans shown on model

    Workflow: Clean white-background hero image

    Source identity
    Tencel Jeans for Women, Summer 2026 New Style, High-Waisted, Drapey, Relaxed Fit, Straight-Leg, Slimming, Petite Wide-Le (1688-offer-878016491892-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Professional ecommerce hero image: place this exact product on a clean pure white background with soft studio lighting and a subtle natural shadow. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Centered composition, commercial quality.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:15:00+08:00.
    3 actions · 0.48 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: The model removed the on-model presentation and produced a flat-lay of three colorways on white with a five-color swatch row matching the source's variant strip; garment construction (elastic waistband, front pleats, wide leg) is preserved.
    • Packaging-text correctness: All overlay marketing text removed as instructed; no text remains.
    • Material, color, transparency, and reflection fidelity: Denim wash gradient of the blue colorway matches the source; white and black variants match the source's variant thumbnails.
    • Marketplace readiness and policy risks: Removing the human model eliminates portrait-rights exposure, which is favorable; however a marketplace hero usually shows one variant, and three products in frame may violate single-product main-image rules on some platforms.
    • Usable-output rate, including rejection reasons: 1 of 1 usable as a variant-overview image; as a strict single-product hero it needs a crop.
    • Elapsed time and required user actions: 26 seconds end to end for one output.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; a single-variant crop takes under 5 minutes.
    • Batch and multi-format workflow coverage: Single-output run.
    • Accessibility and localization quality: Clean high-contrast flat-lay, readable at thumbnail size.

    Observable failures

    • On-model presentation from the source was silently converted to a flat-lay; the archetype's body-geometry stress case was avoided rather than solved.

    Row limitations

    • Single generation; whether the model consistently avoids on-model rendering for hero briefs was not measured.
    • Auditable production record: generation job 5e87ef99-6755-44d2-95f5-fdbbbfac114a (trace 0591ad9d-6484-42bc-910c-f90987c5e32a).
    Unmodified source listing image for Women's wide-leg Tencel jeans shown on model
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/apparel-source.jpg
    Generated flat-lay of three colorways with swatch row; human model removed from the hero composition
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/apparel-white-background-hero-1.jpg

  12. Women's wide-leg Tencel jeans shown on model

    Workflow: Lifestyle scene

    Source identity
    Tencel Jeans for Women, Summer 2026 New Style, High-Waisted, Drapey, Relaxed Fit, Straight-Leg, Slimming, Petite Wide-Le (1688-offer-878016491892-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Place this exact product in a realistic lifestyle scene that fits its everyday use. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Natural lighting, believable environment, commercial quality.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:16:00+08:00.
    3 actions · 0.42 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: On-model scene closely replicates the source outfit (grey crop top, sheer white shirt, black shoulder bag) with plausible body geometry and garment drape; the face is cropped out of frame.
    • Packaging-text correctness: No text in frame.
    • Material, color, transparency, and reflection fidelity: Denim wash matches; sheer shirt translucency plausible.
    • Marketplace readiness and policy risks: The rendered sneakers do not match each other: the left and right shoes differ in style and color, which fails garment-detail review; a synthetic human depiction also still requires the platform's AI-model disclosure where applicable.
    • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for mismatched footwear on close inspection.
    • Elapsed time and required user actions: 25 seconds end to end for one output.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; footwear retouch or crop below the ankle estimated 10-15 minutes.
    • Batch and multi-format workflow coverage: Single-output run.
    • Accessibility and localization quality: Golden-hour interior reads well at listing size.

    Observable failures

    • Left and right shoes rendered as different styles/colors in the same frame.

    Row limitations

    • Single generation, no retries.
    • Auditable production record: generation job b140e755-66ee-457b-809d-ef930ec1128b (trace b0b73f7c-de68-4183-b7fa-c0a4da6bc6ce).
    Unmodified source listing image for Women's wide-leg Tencel jeans shown on model
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/apparel-source.jpg
    Generated on-model lifestyle scene; outfit replicated, face out of frame, mismatched sneakers
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/apparel-lifestyle-scene-1.jpg

  13. Women's wide-leg Tencel jeans shown on model

    Workflow: Benefit/infographic visual

    Source identity
    Tencel Jeans for Women, Summer 2026 New Style, High-Waisted, Drapey, Relaxed Fit, Straight-Leg, Slimming, Petite Wide-Le (1688-offer-878016491892-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Create a clean ecommerce benefit graphic for this exact product. Keep the product photo-accurate. Add short English callout labels pointing to features that are visibly present on the product or its packaging in the source photo; do not invent claims. Simple flat background, readable typography, marketplace-detail-page style.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:16:00+08:00.
    3 actions · 0.48 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Flat-lay product with callouts plus three colorway insets and a swatch row; garment details preserved.
    • Packaging-text correctness: Headline contains a typo: PREMIUM DRARE WIDE-LEG PANTS (DRARE instead of DRAPE). Body copy inherits the source's broken English (drape ice silk) and is otherwise legible; color list matches the five swatches.
    • Material, color, transparency, and reflection fidelity: Colorways consistent with source variants.
    • Marketplace readiness and policy risks: Copy includes soft unverifiable qualifiers (durable, breathable) typical of listing copy; the typo headline would fail review; fabric claims repeat the source listing's own wording rather than inventing new specifications.
    • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for the headline typo.
    • Elapsed time and required user actions: 29 seconds end to end for one output.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; regenerating or manually fixing the headline estimated 5-15 minutes.
    • Batch and multi-format workflow coverage: Single-output run.
    • Accessibility and localization quality: High-contrast English layout; source's Chinese-market copy fully anglicized without being asked.

    Observable failures

    • Headline typo DRARE for DRAPE.
    • Unverifiable soft claims (durable, breathable) added to body copy.

    Row limitations

    • Single generation, no retries.
    • Auditable production record: generation job 2b6a4707-affa-4ffe-8ed1-d13da563fd48 (trace b85ab511-1438-4b0d-8650-d0e7c88a12ce).
    Unmodified source listing image for Women's wide-leg Tencel jeans shown on model
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/apparel-source.jpg
    Generated benefit infographic with callouts and colorways; headline typo DRARE
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/apparel-benefit-infographic-1.jpg

  14. Women's wide-leg Tencel jeans shown on model

    Workflow: Coordinated detail-page image set

    Source identity
    Tencel Jeans for Women, Summer 2026 New Style, High-Waisted, Drapey, Relaxed Fit, Straight-Leg, Slimming, Petite Wide-Le (1688-offer-878016491892-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 4, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 4
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Create an image for a coordinated product detail page set for this exact product: consistent background style, lighting and color palette suitable for a marketplace detail page. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:17:00+08:00.
    3 actions · 0.45 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.8 — 200 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Composite image combining an on-model shot (face out of frame) with three colorway insets and swatch row, echoing the source layout; garment geometry plausible.
    • Packaging-text correctness: No text besides swatches; clean.
    • Material, color, transparency, and reflection fidelity: Colorways and wash consistent.
    • Marketplace readiness and policy risks: Synthetic-model depiction requires AI-disclosure on platforms that mandate it; stone-pedestal props are neutral.
    • Usable-output rate, including rejection reasons: 1 usable image delivered; the requested four-image set again returned a single output.
    • Elapsed time and required user actions: 27 seconds end to end.
    • Transparent cost at the tested settings: 200 credits charged for imageCount=4 with one image delivered; no refund recorded at review time (third occurrence).
    • Manual correction and review effort: No correction performed.
    • Batch and multi-format workflow coverage: Multi-image request delivered one output on the default public model (reproduced across all three products tested so far).
    • Accessibility and localization quality: Composite readable at listing size.

    Observable failures

    • Requested 4 images, delivered 1, 200 credits charged with no refund recorded (third occurrence).

    Row limitations

    • Refund behaviour after review time not observed.
    • Auditable production record: generation job 21c9259b-636d-4d04-9459-5b573da41622 (trace 477caf4b-0726-4ed2-9722-02d1e82434fb).
    Unmodified source listing image for Women's wide-leg Tencel jeans shown on model
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/apparel-source.jpg
    Single delivered composite image of the requested four-image set
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/apparel-detail-page-set-1.jpg

  15. Women's wide-leg Tencel jeans shown on model

    Workflow: Short-form product-video source asset

    Source identity
    Tencel Jeans for Women, Summer 2026 New Style, High-Waisted, Drapey, Relaxed Fit, Straight-Leg, Slimming, Petite Wide-Le (1688-offer-878016491892-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 9:16, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 9:16
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Create a vertical source frame for a short-form product video of this exact product: product prominent in the middle, clean modern backdrop, headroom at top and bottom for captions. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:18:00+08:00.
    3 actions · 0.48 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Vertical frame with the on-model outfit replicated and the face out of frame; a necklace not present in the source was added.
    • Packaging-text correctness: No text in frame.
    • Material, color, transparency, and reflection fidelity: Wash and translucency consistent.
    • Marketplace readiness and policy risks: Delivered as 572x1024 with blurred letterbox bands at top and bottom instead of a native full-bleed 9:16 composition; the blurred bands would be visible in a video frame. Synthetic-model disclosure caveat applies.
    • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for the letterboxed composition.
    • Elapsed time and required user actions: 29 seconds end to end.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; regeneration needed for a native vertical composition.
    • Batch and multi-format workflow coverage: 9:16 pixel dimensions honored (572x1024) but achieved by padding, not composition.
    • Accessibility and localization quality: Caption space exists only inside the blurred bands.

    Observable failures

    • Vertical format achieved by blurred letterbox padding instead of native 9:16 composition.
    • Accessory (necklace) added that is not in the source outfit.

    Row limitations

    • Single generation, no retries.
    • Auditable production record: generation job 14b49efe-13d8-4859-9e7d-f2dd4bb34882 (trace 7a0c54e1-e1a5-4248-8611-00e798c72054).
    Unmodified source listing image for Women's wide-leg Tencel jeans shown on model
    Evidence archive: public/seo/visual-benchmark/2026-q3/sources/apparel-source.jpg
    Generated vertical frame with blurred letterbox bands; outfit replicated, face out of frame
    Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/apparel-short-form-video-source-1.jpg

  16. Silver tennis bracelet with repeated stone links

    Workflow: Clean white-background hero image

    Source identity
    S925 Silver Moissanite Tennis Bracelet for Women New Men and Women Silver Gold-Plated Cross-Border Hot Selling Bracelet (1688-offer-684332213540-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
    Source archive
    Tool
    Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
    Settings
    Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
    • aspectRatio: 1:1
    • imageCount: 1
    • imageSize: 1K
    • model: or-gemini-3.1-flash
    • prompt: Professional ecommerce hero image: place this exact product on a clean pure white background with soft studio lighting and a subtle natural shadow. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Centered composition, commercial quality.
    • turboEnabled: false
    Review record
    Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:19:00+08:00.
    3 actions · 0.47 minutes.
    0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
    USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

    Observed findings

    • Physical-product identity and geometry: Tennis bracelet with box clasp reproduced on white as briefed; repeated stone-link structure is consistent along the band with no visibly malformed links at review size. An exact stone count against the source could not be verified because the source and output show different curvatures.
    • Packaging-text correctness: Source overlay branding (玖钻 JIU ZUAN red banner and watermark) removed as instructed; no residual text.
    • Material, color, transparency, and reflection fidelity: Silver prong metal and stone brilliance plausible; stone facets render with believable sparkle and no obvious cloning artifacts.
    • Marketplace readiness and policy risks: Removing the seller's brand banner is correct for a clean hero but the stones read as diamond-like; the listing must still state moissanite to avoid material misrepresentation, since the image alone no longer carries any material cue.
    • Usable-output rate, including rejection reasons: 1 of 1 usable as a hero draft.
    • Elapsed time and required user actions: 28 seconds end to end.
    • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
    • Manual correction and review effort: No correction performed; jeweler-grade stone-count verification against the physical SKU is still required before listing, estimated 10 minutes.
    • Batch and multi-format workflow coverage: Single-output run.
    • Accessibility and localization quality: High-key composition readable at thumbnail size.

    Observable failures

      Row limitations

      • Stone count and clasp-mechanism accuracy were reviewed visually, not against the physical product.
      • Auditable production record: generation job eeeef85b-efe5-4fb5-8666-3cb7951e131e (trace c5a82300-5462-4c4a-a362-48c5d4c7727d).
      Unmodified source listing image for Silver tennis bracelet with repeated stone links
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/geometry-source.jpg
      Generated white-background hero of the tennis bracelet; brand overlay removed, repeated links consistent
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/geometry-white-background-hero-1.jpg

    • Silver tennis bracelet with repeated stone links

      Workflow: Lifestyle scene

      Source identity
      S925 Silver Moissanite Tennis Bracelet for Women New Men and Women Silver Gold-Plated Cross-Border Hot Selling Bracelet (1688-offer-684332213540-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
      Source archive
      Tool
      Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
      Settings
      Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
      • aspectRatio: 1:1
      • imageCount: 1
      • imageSize: 1K
      • model: or-gemini-3.1-flash
      • prompt: Place this exact product in a realistic lifestyle scene that fits its everyday use. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Natural lighting, believable environment, commercial quality.
      • turboEnabled: false
      Review record
      Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:19:30+08:00.
      3 actions · 0.47 minutes.
      0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
      USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

      Observed findings

      • Physical-product identity and geometry: Bracelet reproduced consistently in a desk scene at dusk; repeated links stay coherent.
      • Packaging-text correctness: Prop book spine carries garbled invented lettering (BLNG fragment), repeating the prop-text corruption pattern seen in other products.
      • Material, color, transparency, and reflection fidelity: Metal reflections against the dark desk plausible; stone sparkle consistent.
      • Marketplace readiness and policy risks: Moissanite disclosure caveat as in the hero run; garbled prop text would fail zoom review.
      • Usable-output rate, including rejection reasons: 1 of 1 usable as a lifestyle draft after prop-text retouching.
      • Elapsed time and required user actions: 28 seconds end to end.
      • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
      • Manual correction and review effort: No correction performed; prop-text cleanup estimated 5-10 minutes.
      • Batch and multi-format workflow coverage: Single-output run.
      • Accessibility and localization quality: Dark scene still reads at listing size; sparkle contrast adequate.

      Observable failures

      • Garbled invented lettering on the prop book spine.

      Row limitations

      • Single generation, no retries.
      • Auditable production record: generation job bde4fef1-7074-4392-87fe-e3b234d5a9bd (trace 29bf34bc-2a1f-4007-b559-8c23018d05e7).
      Unmodified source listing image for Silver tennis bracelet with repeated stone links
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/geometry-source.jpg
      Generated dusk desk lifestyle scene of the bracelet; prop book lettering garbled
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/geometry-lifestyle-scene-1.jpg

    • Silver tennis bracelet with repeated stone links

      Workflow: Benefit/infographic visual

      Source identity
      S925 Silver Moissanite Tennis Bracelet for Women New Men and Women Silver Gold-Plated Cross-Border Hot Selling Bracelet (1688-offer-684332213540-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
      Source archive
      Tool
      Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
      Settings
      Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
      • aspectRatio: 1:1
      • imageCount: 1
      • imageSize: 1K
      • model: or-gemini-3.1-flash
      • prompt: Create a clean ecommerce benefit graphic for this exact product. Keep the product photo-accurate. Add short English callout labels pointing to features that are visibly present on the product or its packaging in the source photo; do not invent claims. Simple flat background, readable typography, marketplace-detail-page style.
      • turboEnabled: false
      Review record
      Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:20:00+08:00.
      3 actions · 0.4 minutes.
      0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
      USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

      Observed findings

      • Physical-product identity and geometry: Bracelet reproduced consistently with callout layout; repeated links coherent.
      • Packaging-text correctness: Footer slogan contains a misspelling: EXQUISITE KRAFT (KRAFT for CRAFT). The model also recreated a recognizable variant of the source seller's red diamond-ring logo despite the brief instructing removal of overlaid marketing content.
      • Material, color, transparency, and reflection fidelity: Metal and stone rendering consistent with the hero run.
      • Marketplace readiness and policy risks: Two callouts state the stones are diamonds (Consistent-Sized Brilliant-Cut Diamonds, Continuous Diamond Strand) for a product listed as S925 silver moissanite. This is a material-misrepresentation claim invented by the model — the highest-severity compliance failure observed in this collection; shipping it would violate advertising and listing-accuracy rules outright.
      • Usable-output rate, including rejection reasons: 0 of 1 usable: rejected for the diamond claim, the reproduced third-party logo, and the KRAFT misspelling.
      • Elapsed time and required user actions: About 28 seconds end to end.
      • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
      • Manual correction and review effort: No correction performed; every claim must be rewritten by someone who knows the SKU's real material, estimated 20-30 minutes plus product knowledge.
      • Batch and multi-format workflow coverage: Single-output run.
      • Accessibility and localization quality: Layout readable; claims English-only.

      Observable failures

      • Invented material claim: moissanite stones labeled as diamonds in two callouts.
      • Third-party seller logo recreated despite removal instruction.
      • Misspelling KRAFT for CRAFT in the footer slogan.

      Row limitations

      • The material misrepresentation arises from the model defaulting to the product category's most common premium material; the source overlay text (莫桑/moissanite) was in Chinese.
      • Auditable production record: generation job d5f14068-dd1a-4c56-9ca4-9b2699bc5c97 (trace 8c54a9ef-a939-4628-bf5b-ed6d5205208f).
      Unmodified source listing image for Silver tennis bracelet with repeated stone links
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/geometry-source.jpg
      Generated benefit infographic labeling moissanite stones as diamonds; third-party logo recreated; KRAFT misspelling
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/geometry-benefit-infographic-1.jpg

    • Silver tennis bracelet with repeated stone links

      Workflow: Coordinated detail-page image set

      Source identity
      S925 Silver Moissanite Tennis Bracelet for Women New Men and Women Silver Gold-Plated Cross-Border Hot Selling Bracelet (1688-offer-684332213540-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
      Source archive
      Tool
      Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
      Settings
      Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 4, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
      • aspectRatio: 1:1
      • imageCount: 4
      • imageSize: 1K
      • model: or-gemini-3.1-flash
      • prompt: Create an image for a coordinated product detail page set for this exact product: consistent background style, lighting and color palette suitable for a marketplace detail page. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
      • turboEnabled: false
      Review record
      Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:21:00+08:00.
      3 actions · 0.48 minutes.
      0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
      USD 0.8 — 200 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

      Observed findings

      • Physical-product identity and geometry: Bracelet consistent on dark marble steps with a crystal prop; links coherent.
      • Packaging-text correctness: No text in frame.
      • Material, color, transparency, and reflection fidelity: Reflections on dark marble plausible; stone sparkle consistent.
      • Marketplace readiness and policy risks: Moissanite disclosure caveat applies; scene otherwise neutral.
      • Usable-output rate, including rejection reasons: 1 usable image delivered; requested four-image set returned one output (fourth occurrence).
      • Elapsed time and required user actions: About 28 seconds end to end.
      • Transparent cost at the tested settings: 200 credits charged for imageCount=4 with one image delivered; no refund recorded at review time.
      • Manual correction and review effort: No correction performed.
      • Batch and multi-format workflow coverage: Multi-image request delivered one output (reproduced across four of four products tested).
      • Accessibility and localization quality: Dark scene readable at listing size.

      Observable failures

      • Requested 4 images, delivered 1, 200 credits charged with no refund recorded (fourth occurrence).

      Row limitations

      • Refund behaviour after review time not observed.
      • Auditable production record: generation job 9c6629ce-9572-4fb1-a53a-e4b2c22f957c (trace 8cafc827-2a2f-481e-903b-69a4159017c6).
      Unmodified source listing image for Silver tennis bracelet with repeated stone links
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/geometry-source.jpg
      Single delivered image of the requested four-image set; dark marble scene
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/geometry-detail-page-set-1.jpg

    • Silver tennis bracelet with repeated stone links

      Workflow: Short-form product-video source asset

      Source identity
      S925 Silver Moissanite Tennis Bracelet for Women New Men and Women Silver Gold-Plated Cross-Border Hot Selling Bracelet (1688-offer-684332213540-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
      Source archive
      Tool
      Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
      Settings
      Default public model or-gemini-3.1-flash, 1K, aspect 9:16, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
      • aspectRatio: 9:16
      • imageCount: 1
      • imageSize: 1K
      • model: or-gemini-3.1-flash
      • prompt: Create a vertical source frame for a short-form product video of this exact product: product prominent in the middle, clean modern backdrop, headroom at top and bottom for captions. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
      • turboEnabled: false
      Review record
      Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:22:00+08:00.
      3 actions · 0.43 minutes.
      0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
      USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

      Observed findings

      • Physical-product identity and geometry: Bracelet consistent on white marble; links coherent.
      • Packaging-text correctness: No text in frame.
      • Material, color, transparency, and reflection fidelity: Marble reflections plausible.
      • Marketplace readiness and policy risks: Moissanite disclosure caveat; grey letterbox bands top and bottom instead of a native full-bleed vertical composition.
      • Usable-output rate, including rejection reasons: 0 of 1 usable as-is for full-bleed vertical video: rejected for the letterboxed composition (second product affected).
      • Elapsed time and required user actions: 26 seconds end to end.
      • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
      • Manual correction and review effort: No correction performed; regeneration required for native vertical composition.
      • Batch and multi-format workflow coverage: 9:16 pixel dimensions delivered by padding, not composition (reproduces the apparel result).
      • Accessibility and localization quality: Caption space only inside the grey bands.

      Observable failures

      • Vertical format achieved by grey letterbox padding instead of native 9:16 composition.

      Row limitations

      • Single generation, no retries.
      • Auditable production record: generation job 403beb59-74ee-4282-b77d-175b24702de2 (trace 2c8ee053-bfde-4a49-beab-1fd57b75bddd).
      Unmodified source listing image for Silver tennis bracelet with repeated stone links
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/geometry-source.jpg
      Generated vertical frame with grey letterbox bands; bracelet on white marble
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/geometry-short-form-video-source-1.jpg

    • Portable power bank with built-in cables and digital display

      Workflow: Clean white-background hero image

      Source identity
      Mini Portable Power Bank with Built-In Cable, 20000Mah, 120W Super Fast Charging, Large Capacity, Wholesale (1688-offer-1039113218043-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
      Source archive
      Tool
      Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
      Settings
      Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
      • aspectRatio: 1:1
      • imageCount: 1
      • imageSize: 1K
      • model: or-gemini-3.1-flash
      • prompt: Professional ecommerce hero image: place this exact product on a clean pure white background with soft studio lighting and a subtle natural shadow. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Centered composition, commercial quality.
      • turboEnabled: false
      Review record
      Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:23:00+08:00.
      3 actions · 0.42 minutes.
      0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
      USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

      Observed findings

      • Physical-product identity and geometry: Power bank reproduced on white with the source's light-blue color retained (a separate pipeline-verification run minutes earlier had shifted the same product to white, so color fidelity varies run to run). Built-in cable count does not match the source's four-cable configuration: three top connectors plus a detached-looking pair on the right.
      • Packaging-text correctness: 120W FAST CHARGING and the 100% display render correctly; small port labels and connector markings are garbled.
      • Material, color, transparency, and reflection fidelity: Matte casing and screen glare plausible; color kept in this run.
      • Marketplace readiness and policy risks: Wrong cable count misrepresents the purchasable configuration; overlay marketing text correctly removed.
      • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for cable-count misrepresentation and floating cable geometry.
      • Elapsed time and required user actions: 25 seconds end to end.
      • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
      • Manual correction and review effort: No correction performed; regeneration with explicit component-count constraints required.
      • Batch and multi-format workflow coverage: Single-output run.
      • Accessibility and localization quality: High-contrast hero readable at thumbnail size.

      Observable failures

      • Built-in cable count differs from the source's four-cable configuration; one cable pair appears detached from the body.
      • Small port labels garbled.
      • Across two runs of the same product and prompt, casing color was preserved once and shifted to white once (run-to-run color instability).

      Row limitations

      • The color-instability observation combines this run with the pipeline-verification run recorded separately (job 36fae3b0); both used the same prompt and settings.
      • Auditable production record: generation job 95572811-d90d-40ab-9caa-9876d4ff3394 (trace 5e2eaea2-f23a-4e38-8647-4ff813cec309).
      Unmodified source listing image for Portable power bank with built-in cables and digital display
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/marketplace-source.jpg
      Generated white-background hero of the power bank; color retained, cable count wrong, port labels garbled
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/marketplace-white-background-hero-1.jpg

    • Portable power bank with built-in cables and digital display

      Workflow: Lifestyle scene

      Source identity
      Mini Portable Power Bank with Built-In Cable, 20000Mah, 120W Super Fast Charging, Large Capacity, Wholesale (1688-offer-1039113218043-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
      Source archive
      Tool
      Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
      Settings
      Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
      • aspectRatio: 1:1
      • imageCount: 1
      • imageSize: 1K
      • model: or-gemini-3.1-flash
      • prompt: Place this exact product in a realistic lifestyle scene that fits its everyday use. Keep the product identity, shape, colors, materials, printed text and labels exactly as in the source photo. Remove all overlaid marketing text from the image. Natural lighting, believable environment, commercial quality.
      • turboEnabled: false
      Review record
      Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:24:00+08:00.
      3 actions · 0.45 minutes.
      0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
      USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

      Observed findings

      • Physical-product identity and geometry: Two units composed on a desk with a laptop; standing unit accurate, lying unit consistent with the source's second pose.
      • Packaging-text correctness: The lying unit's digital display renders mirrored (001 instead of 100), and cable-strap lettering is garbled; the standing unit's text is correct.
      • Material, color, transparency, and reflection fidelity: Desk scene lighting and materials plausible.
      • Marketplace readiness and policy risks: Mirrored display digits fail zoom review; the composition itself is listing-appropriate.
      • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for the mirrored display.
      • Elapsed time and required user actions: About 27 seconds end to end.
      • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
      • Manual correction and review effort: No correction performed; display retouch estimated 10 minutes.
      • Batch and multi-format workflow coverage: Single-output run.
      • Accessibility and localization quality: Scene readable at listing size.

      Observable failures

      • Digital display rendered mirrored (001) on the lying unit — the first of three occurrences of this mirroring across the marketplace-product runs.
      • Garbled lettering on cable straps.

      Row limitations

      • Single generation, no retries.
      • Auditable production record: generation job dfacca94-efc9-45b1-a716-479a2a097d55 (trace d4310dc4-3c35-418c-8d63-e252c39117de).
      Unmodified source listing image for Portable power bank with built-in cables and digital display
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/marketplace-source.jpg
      Generated desk lifestyle scene with two units; lying unit's display digits mirrored
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/marketplace-lifestyle-scene-1.jpg

    • Portable power bank with built-in cables and digital display

      Workflow: Benefit/infographic visual

      Source identity
      Mini Portable Power Bank with Built-In Cable, 20000Mah, 120W Super Fast Charging, Large Capacity, Wholesale (1688-offer-1039113218043-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
      Source archive
      Tool
      Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
      Settings
      Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
      • aspectRatio: 1:1
      • imageCount: 1
      • imageSize: 1K
      • model: or-gemini-3.1-flash
      • prompt: Create a clean ecommerce benefit graphic for this exact product. Keep the product photo-accurate. Add short English callout labels pointing to features that are visibly present on the product or its packaging in the source photo; do not invent claims. Simple flat background, readable typography, marketplace-detail-page style.
      • turboEnabled: false
      Review record
      Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:25:00+08:00.
      3 actions · 0.45 minutes.
      0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
      USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

      Observed findings

      • Physical-product identity and geometry: Two poses with callouts; geometry consistent.
      • Packaging-text correctness: Callout copy is grounded in the source overlay for this product (120W output, four built-in cable variants, 3C certification, digital display) rather than invented — the only product in this collection where benefit claims traced to the source. Defects: the Integrated Wrist Strap callout is duplicated verbatim, one callout stutters (Multiple Charging Ports Ports & Power Button), and the lying unit's display is mirrored again.
      • Material, color, transparency, and reflection fidelity: Consistent rendering.
      • Marketplace readiness and policy risks: 3C-certification claim is copied from the source listing; it still requires the seller's certificate before use. Layout defects fail review.
      • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for duplicated/stuttered callouts and mirrored display.
      • Elapsed time and required user actions: About 28 seconds end to end.
      • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
      • Manual correction and review effort: No correction performed; text-layer fixes estimated 15 minutes.
      • Batch and multi-format workflow coverage: Single-output run.
      • Accessibility and localization quality: Readable layout; claims translated from the Chinese source into English unprompted.

      Observable failures

      • Duplicated callout (Integrated Wrist Strap appears twice).
      • Stuttered callout text (Ports Ports).
      • Mirrored display digits on the lying unit (second occurrence).

      Row limitations

      • Single generation, no retries.
      • Auditable production record: generation job eab68fb4-a4cf-4109-9ae6-ab1e9d864ca4 (trace 1aaaa512-2e5c-448a-9f18-6f2117b20fa9).
      Unmodified source listing image for Portable power bank with built-in cables and digital display
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/marketplace-source.jpg
      Generated benefit infographic; claims traced to source but callouts duplicated and display mirrored
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/marketplace-benefit-infographic-1.jpg

    • Portable power bank with built-in cables and digital display

      Workflow: Coordinated detail-page image set

      Source identity
      Mini Portable Power Bank with Built-In Cable, 20000Mah, 120W Super Fast Charging, Large Capacity, Wholesale (1688-offer-1039113218043-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
      Source archive
      Tool
      Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
      Settings
      Default public model or-gemini-3.1-flash, 1K, aspect 1:1, imageCount 4, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
      • aspectRatio: 1:1
      • imageCount: 4
      • imageSize: 1K
      • model: or-gemini-3.1-flash
      • prompt: Create an image for a coordinated product detail page set for this exact product: consistent background style, lighting and color palette suitable for a marketplace detail page. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
      • turboEnabled: false
      Review record
      Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:26:00+08:00.
      3 actions · 0.43 minutes.
      0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
      USD 0.8 — 200 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

      Observed findings

      • Physical-product identity and geometry: Two poses on marble and brushed-metal surfaces; geometry consistent.
      • Packaging-text correctness: Standing unit correct; lying unit's display mirrored (third occurrence); cable lettering garbled.
      • Material, color, transparency, and reflection fidelity: Materials plausible.
      • Marketplace readiness and policy risks: Mirrored display fails zoom review.
      • Usable-output rate, including rejection reasons: 1 image delivered of 4 requested; the delivered image itself needs display retouch before use.
      • Elapsed time and required user actions: About 28 seconds end to end.
      • Transparent cost at the tested settings: 200 credits charged for imageCount=4 with one image delivered; no refund recorded at review time (fifth occurrence across all five products).
      • Manual correction and review effort: No correction performed.
      • Batch and multi-format workflow coverage: Multi-image request delivered one output on the default public model — reproduced in five of five products; single-request detail-set workflows do not work at these settings.
      • Accessibility and localization quality: Scene readable at listing size.

      Observable failures

      • Requested 4 images, delivered 1, 200 credits charged with no refund recorded (fifth of five occurrences).
      • Mirrored display digits on the lying unit (third occurrence).

      Row limitations

      • Refund behaviour after review time not observed.
      • Auditable production record: generation job a99e4f72-89a9-4456-8f39-0f70ae4b651c (trace e01cebe0-441e-4184-a6c4-9fee3c34e10c).
      Unmodified source listing image for Portable power bank with built-in cables and digital display
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/marketplace-source.jpg
      Single delivered image of the requested four-image set; lying unit's display mirrored
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/marketplace-detail-page-set-1.jpg

    • Portable power bank with built-in cables and digital display

      Workflow: Short-form product-video source asset

      Source identity
      Mini Portable Power Bank with Built-In Cable, 20000Mah, 120W Super Fast Charging, Large Capacity, Wholesale (1688-offer-1039113218043-main) — comparison_safe: Publicly displayed 1688 marketplace listing main image, reproduced solely for documented comparative review of AI image-editing behaviour; not owned by Shopix; comparative-review publication authorized by the site owner on 2026-08-06.
      Source archive
      Tool
      Shopix AI / Shopix image generation (default public model or-gemini-3.1-flash / Balanced Nano Banana 2) / production edge functions generate-image + process-generation-job, 2026-08-06
      Settings
      Default public model or-gemini-3.1-flash, 1K, aspect 9:16, imageCount 1, turbo off; driven through the production generate-image API with a single generation request per run (equivalent to one upload + one prompt + one generate action in the studio UI).
      • aspectRatio: 9:16
      • imageCount: 1
      • imageSize: 1K
      • model: or-gemini-3.1-flash
      • prompt: Create a vertical source frame for a short-form product video of this exact product: product prominent in the middle, clean modern backdrop, headroom at top and bottom for captions. Keep the product identity, shape, colors, materials and printed text exactly as in the source photo. Remove all overlaid marketing text.
      • turboEnabled: false
      Review record
      Evaluator: Shopix internal agent-assisted reviewer; publication authorized by the site owner on 2026-08-06, with corrections to be appended via the public changelog. Tested: 2026-08-06T08:27:00+08:00.
      3 actions · 0.45 minutes.
      0 minutes — No manual correction performed in this run; review-only pass. Correction effort is estimated in the observations where relevant.
      USD 0.2 — 50 Shopix credits charged at the tested settings (generation_jobs.cost_amount); USD value derived from the public credit-pack price at review time — see cost note.

      Observed findings

      • Physical-product identity and geometry: Native full-bleed 9:16 composition this time (no letterbox padding, unlike the apparel and geometry runs), but the casing color shifted from the source's light blue to white and the built-in cables are reduced to a loop handle plus one side cable.
      • Packaging-text correctness: 120W FAST CHARGING and 100% display correct.
      • Material, color, transparency, and reflection fidelity: Color fidelity failed: light-blue casing rendered white, reproducing the same drift seen in the pipeline-verification run of this product.
      • Marketplace readiness and policy risks: Wrong color and wrong cable configuration misrepresent the SKU; unusable for the blue variant's listing video.
      • Usable-output rate, including rejection reasons: 0 of 1 usable as-is: rejected for color and configuration drift.
      • Elapsed time and required user actions: About 27 seconds end to end.
      • Transparent cost at the tested settings: 50 credits charged (USD 0.20 at the entry pack rate).
      • Manual correction and review effort: No correction performed; regeneration with explicit color constraints required.
      • Batch and multi-format workflow coverage: Native 9:16 composition achieved for this product, showing the letterboxing seen elsewhere is content-dependent rather than a hard model limit.
      • Accessibility and localization quality: Clean vertical composition with caption headroom.

      Observable failures

      • Casing color drifted from light blue to white.
      • Built-in cable configuration reduced versus the source.

      Row limitations

      • Single generation, no retries.
      • Auditable production record: generation job 1caac680-fd4d-4e02-9557-499697f8a186 (trace a2ec8d22-1207-4999-8eb2-ec74217a02a8).
      Unmodified source listing image for Portable power bank with built-in cables and digital display
      Evidence archive: public/seo/visual-benchmark/2026-q3/sources/marketplace-source.jpg
      Generated native 9:16 vertical frame; composition correct but casing color drifted to white
      Evidence archive: public/seo/visual-benchmark/2026-q3/outputs/marketplace-short-form-video-source-1.jpg

    Limitations

    • Every observation applies only to its documented input image, model, settings, date and reviewer; results must not be generalized to other products, models or dates.
    • All source assets are third-party 1688 marketplace listing images recorded as comparison_safe with archived provenance; the site owner authorized this comparative-review publication on 2026-08-06, and any later correction will be appended to the public changelog.
    • No comparison with any other vendor's tool was run in this collection; rows describe Shopix's default public model only.
    • Costs are recorded in Shopix credits at the tested settings; USD conversion depends on the purchased credit pack.

    Corrections

    Report an error in the protocol, archive, or published evidence at research@shopix-ai.company.

    Changelog

    • : Protocol and collection status published; no result rows are available.
    • : Published 25 result rows: five product archetypes across five workflows on the default public model (or-gemini-3.1-flash, 1K), with sources, outputs, provenance, and per-row observations, failures, costs, and limitations.