Check answer claims against exact product facts
Compare the lamp’s power, clamp fit, variant stock and use restriction against a verified product record. Classify each answer claim as correct, wrong, incomplete or unknown. Prioritize an error that could cause the wrong purchase, and confirm model identity before changing the source or reporting a factual failure.
Worked example — illustrative data.
| Attribute | Verified specimen fact | Illustrative answer issue |
|---|---|---|
| Power | Mains powered; adaptor required | Answer calls it rechargeable |
| Fit | Clamp opens to 45 mm | Answer says it fits any desk |
| Availability | Brass unavailable in example | Answer says all finishes ship now |
| Use restriction | Dry indoor use | Outdoor suitability implied |
Choose one product and list only facts the owner can support. Link each fact to a visible source page and retain the approving record privately. Capture the actual answer and cited source when conducting a real check. Review each material claim as correct, wrong, incomplete or unknown. Correct ambiguous source wording when it could invite the mistake, and keep the source-change date separate from the later answer observation.
Check model identity before assigning an accuracy label
For the fictional power error, first match the model identifier, finish and market between the answer and the product fact ledger. Then classify the precise sentence, keeping unsupported or ambiguous claims separate from confirmed errors. Save the cited passage where available. Correct your product source only if that source is actually inaccurate or unclear.
Similarly named models can have different specifications
A third-party merchant may sell a different model with a similar name. Confirm product identifier, variant and market before labeling the answer wrong or changing your own page.
Prioritize an incorrect power, fit or use claim over a harmless wording difference. This specimen is an accuracy worksheet and supplies no evidence that any AI system currently mentions the fictional lamp.
Continue with Guides for stores, software teams and local businesses, AI SEO and search visibility services and Keep an accurate product fact ledger for AI discovery.
For Google AI website guidance, see Google AI features documentation (checked November 2026).