To check AI answers about your business, save the response, separate it into factual claims, open the cited pages, and compare each claim with current evidence. Then decide whether a source needs correcting, the answer misrepresents a correct source, or the evidence is still missing.
Start with statements that could change a customer's decision: what you offer, where you operate, when someone can visit, or which conditions apply. A mention of your business is less useful if it sends someone to the wrong service or tells them to arrive when you're closed.
This guide follows a fictional repair studio through three different errors. It shows why an inaccurate answer doesn't always call for rewriting the business's website.
Save the answer and its context
Keep the original response available for the person reviewing it.
Keep the complete response before asking follow-up questions. Copy the exact wording of the claim and its associated source links. Save the question, date, search or chat product, and any visible model or mode label. Record relevant location and language settings when you can see them; mark unavailable details as unknown.
Keep a screenshot if the arrangement of citations matters, alongside text that another reviewer can search and copy. Remove private customer information from material you share for review.
Record whether the response visibly used web search. OpenAI's web-search documentation says search results and citations appear in ChatGPT web when search is used. A response without a visible source gives you less to inspect; don't fill that gap by guessing which website supplied it.
Keep products separate in the record. Google's AI-features documentation says AI Mode and AI Overviews can use different models and techniques, so their answers and links can vary. A finding in one surface should be recorded as a finding there.
You don't need a complicated score to investigate one wrong statement. The broader guide to measuring AI visibility covers repeated question sets and reporting. For this review, the saved answer and the disputed claim are the starting point.
Check the claim against the cited page
A source link is a starting point for checking the specific claim.
Read one factual statement at a time. An answer can get the opening days right while getting the appointment policy wrong. Marking the whole response as correct or incorrect hides that difference.
Open the link attached to the statement. Find the passage that supposedly supports it, read the surrounding text, and check the page's date, scope, and subject. A page about another branch, an expired offer, or a different product version may not establish the current claim.
A citation lets you inspect a source; it doesn't complete the check for you. OpenAI's guidance on reviewing ChatGPT output recommends verifying important claims and confirming that the correct, current source material was used.
For operational facts about your own business, confirm the current position with the person responsible for delivering the service. Then compare it with the relevant published page. A business's description of its opening hours serves a different purpose from an independent reviewer's opinion about its service.
Use simple review labels:
- Supported: the current evidence establishes the statement within its stated scope.
- Contradicted: current evidence conflicts with the statement.
- Unresolved: the evidence available to the reviewer doesn't settle it.
These are proposed working labels for this review, not a provider's scoring system. Keep the supporting passage and its URL beside the label. If a page is inaccessible, record that limitation instead of treating it as proof that the claim is false.
The guide to citing sources readers can verify explains how to match a source to the precise statement it supports.
Work through a fictional correction
The next action depends on whether the source or the answer is wrong.
Imagine a repair studio whose operator confirms three current facts: visits are available Monday to Friday by appointment, walk-ins aren't accepted, and repairs cannot be sent by mail. Its public visit page states those conditions clearly.
Assume a saved AI answer says customers can visit on Sundays, walk in without booking, and mail items for repair. An old directory entry lists Sunday hours. The answer links to that directory for the Sunday claim, links to the correct visit page for the walk-in claim, and shows no source for mail-in repairs.
The studio, pages, response, and observations below are all invented. This is a diagnostic exercise, not a test of an actual AI product or a HoneyWeRank customer result.
| Claim in the fictional answer | What the source check shows | Next action |
|---|---|---|
| Sunday visits are available. | The cited directory still lists Sunday hours; the confirmed current policy and visit page say Monday to Friday by appointment. | Prepare a factual correction for the directory entry and track whether it is accepted. Keep the old entry in the review record. |
| Walk-ins are welcome. | The cited visit page explicitly requires an appointment. It contradicts the answer. | Preserve the answer and correct source. Use the product's available feedback route if appropriate; don't rewrite an already accurate page just to remove this discrepancy. |
| Repairs can be sent by mail. | No supporting source is visible. The confirmed policy and visit page say mail-in repairs aren't accepted. | Mark the claim contradicted by current evidence, while leaving the origin of the error unresolved. Don't invent a source explanation. |
Only one row identifies an outdated source that needs a factual update. Another identifies a mismatch between the answer and its cited page. The third separates two questions: whether the claim is correct, and whether its origin can be established.
That last distinction matters. Missing citation evidence doesn't make the business policy unknown when you have confirmed it elsewhere. It makes the source of the erroneous claim unknown.
Write a handoff the next person can act on
A useful internal note for this fictional example could read:
The saved answer incorrectly describes Sunday visits, walk-ins, and mail-in repairs. The operator-confirmed policy and current visit page require weekday appointments and exclude walk-ins and mailed items.
The cited directory still carries Sunday hours. Prepare a correction using the current visit page as evidence. The visit page itself already states the correct conditions and does not need a factual rewrite for this issue.
Keep the walk-in answer and its contradictory citation for any product feedback. The mail-in claim has no visible supporting source, so its origin remains unresolved. Recheck the same question later and save the new response separately.
The handoff names the incorrect statements, the evidence, and the work to do. It doesn't claim that updating the directory will force an AI system to change its next answer.
Repair a source only when it needs changing
If your own page is wrong or ambiguous, confirm the facts with its owner and correct the relevant passage. Check nearby pages that repeat the same operational fact. Preserve useful history where it matters, and make an old announcement's date and scope clear.
If a third-party entry is inaccurate, prepare a concise correction with a current source. Track the request and the actual published result separately. A request sent to an editor is not evidence that the entry changed.
Keep a correct page intact when the issue is solely an answer that misstates it. You can still improve unclear wording, but the saved discrepancy alone doesn't establish that the page caused the error.
For Google Search, its current guide to generative AI features continues to recommend foundational SEO and a clear technical structure. The guide also says crawling, indexing, and serving content aren't guaranteed. Treat an accurate, accessible page as work you can verify, rather than a promise of a particular generated answer.
If evidence suggests a public page cannot be accessed as intended, investigate that separately. The guide to reviewing AI crawler access explains why a robots rule, a successful test request, and actual use in an answer are different observations.
Repeat the check without overstating the result
After a correction, check the changed source directly. Record what it now says and when you verified it. Then repeat the original question under the same observable conditions, keeping the new response alongside the original.
Keep a follow-up conversation in which you supplied the correct answer separate from a fresh check. The former shows what happened with that added context. It doesn't establish what another customer would receive without it.
Describe the outcome narrowly. “The directory now shows weekday appointments” records a verified source change. “This later response described the appointment policy correctly” records one answer. Neither statement establishes that every future answer is correct or that the directory edit caused the difference.
Close each review with a named owner, the remaining uncertainty, and a next check. In the fictional studio's record, the directory correction can be completed while the origin of the unsupported mail-in claim remains open.
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