Arrow Preserve the incorrect response and inspect its cited source. Correct the maintained property page you control, and request updates from third-party source owners when needed. Retest the same question after the corrected source is accessible. A fixed source does not guarantee an immediate or universal change in independent AI answers.
Identify the actual source conflict
Outdated information may concern a hotel name, facility, policy or booking destination. Separate the exact factual issue from a general complaint that the hotel is not visible enough.
If the answer has no supporting citation, record that limitation. Do not invent a source explanation for an unsupported response.
Preserve the correction history
Record the affected URLs, the change, its effective date and who verified the updated fact. Review related answer pages so they do not continue to repeat the old information.
Report the next observed response with its own date and conditions. Persistent errors or missing coverage remain findings to investigate rather than reasons to claim a successful correction.
What to check
- Save the incorrect response and available citations.
- Correct or request correction of the relevant source.
- Retest the original question and keep both outcomes.
A practical example
A hypothetical answer cites an old property name. The hotel updates its owned identity page and checks relevant third-party listings, then records whether later responses recognize the maintained name.
Sources and further reading
- OpenAI: ChatGPT Search and citations
- Google Search Central: helpful, reliable, people-first content
- Arrow: AI citation tracking methodology
These steps are Arrow AI's implementation guidance. The example is illustrative; it is not a measured customer result. Publication and source access do not guarantee an AI recommendation.
Apply this to your website
Identify the source gaps and decide what to improve with Arrow's free audit. Review what Arrow GEO measures before choosing a reporting scope.