FURN | AI FURNITURE IMAGE EVALUATION
Guide: https://furncmo.com/blog/ai-generated-furniture-images
Updated: October 21, 2026

1. INTENDED JOB
Concept / background edit / product scene / variant depiction:
Product SKU / finish / configuration / intended channel:
Required outputs / acceptance criteria / review owner:

2. SOURCE PACKET
Real product views / version / approved specifications:
Material and finish references / dimensions and units:
Known gaps or hidden details requiring real evidence:
Source rights / allowed use / permitted tool upload:
Service / model or mode / prompt / settings / date:

3. REVIEW EACH EXACT OUTPUT
Identity: arms, legs, cushions, seams, hardware, orientation:
Material: finish, pattern, grain and texture:
Scale/configuration: supported setup and sourced dimensions:
Offer: included items, labels, prices and claims:
Export: final crop, readable detail, metadata, destination:
Evidence and reviewer for each check:
Product errors are rejection conditions, not averaged scores.

4. DISPOSITION
Reject product error / hold missing evidence / revise / approve:
Reason / source comparison / required next action:
Exact approved file / intended use / reviewer / date:
New edit or variant requires a new review.
A disclosure does not repair an inaccurate product depiction.

5. PILOT RESULTS
Required outputs / attempts / approved / rejected / unresolved:
Source work / tool charges / review / rework / exports:
Completed scope and remaining work:
Comparison method and full cost basis:
Separate campaign outcome and evaluation design:
Do not infer accuracy, sales or savings from photorealism alone.