Product-fidelity review sheet
Creator Lane | Reviewed September 15, 2026
https://creatorlanehq.com/blog/ai-product-images-accurate-labels

PRODUCT-FIDELITY WORKSHEET

BLANK REFERENCE BRIEF
Product and exact variant:
Approved source files:
Permission / owner:
Exact label copy:
Shape and dimensions reference:
Visible parts:
Material / finish:
Colour reference:
Allowed scene changes:
Details that must not change:
Unsupported features or claims to exclude:

EDIT PROMPT
Use [source] as the authority for [product]. Change only [surroundings or limited area]. Build [scene description] with [light direction]. Leave space at [location] for editable text. Preserve the visible product as closely as possible. Do not invent [specific prohibited details]. I will check the result against the source before publication.

REVIEW EACH CANDIDATE
Candidate filename:
Actual model / interface / date:
Reference version:
Silhouette:
Parts:
Label:
Material:
Colour:
Scale:
Interaction:
Implied claims:
Repair needed:
Use original cutout instead?:
Reject reason:
Reviewer:

FILLED PLANNING EXAMPLE — fictional, not a tested result
Item: matte green travel bottle.
Locked facts: upright body, dark screw cap, exact approved label.
Permitted change: off-white tabletop setting.
Text area: right side, added in editor.
Primary risk: changed label or cap.
Fallback: original bottle cutout over empty background.
Candidate / test result: none generated for this example.

THREE SIGN-OFFS
Product accuracy: name / date / notes
Creative quality: name / date / notes
Publication readiness: name / date / notes
Final export:
Source and project location:


You may adapt this original worksheet for personal and client work. Third-party materials retain their own licences.