AI Reputation · August 15, 2026
What to Do When ChatGPT Shares Incorrect Information About Your Business
A compliant process for documenting a wrong answer, checking sources, and improving accurate public information.
Save the answer and prompt, verify the error, inspect citations, correct authoritative sources you control, use available feedback tools, and retest later. No one can guarantee when a model will change.
AI systems can produce different answers because models, tools, prompts, available sources, and update timing vary. An AI reputation program should document outputs, verify underlying facts, correct authoritative sources when possible, improve clear first-party information, and monitor changes. No agency can directly edit or guarantee every AI answer.
Repeat the question with clear identity details to rule out confusion with a similarly named business. Create a concise source-of-truth file with the correct fact and reliable supporting links. Address the underlying source gap and submit factual feedback without overstating the harm.
A practical step-by-step approach
01Ask repeatable questions
Use a small, consistent prompt set covering the company name, leadership, services, location, history, and known risks. Record the platform, model, date, and whether web search was active. For this situation, repeat the question with clear identity details to rule out confusion with a similarly named business.
02Separate facts from interpretation
Mark each statement as accurate, incomplete, outdated, unsupported, ambiguous, or incorrect. Prioritize claims that could affect customer trust or safety.
03Inspect cited and likely sources
Open visible citations and compare them with the company website, trusted profiles, public records, news, reviews, and directories. Do not assume one page controls the answer. A useful case record should reflect this topic specifically: create a concise source-of-truth file with the correct fact and reliable supporting links.
04Correct sources you control
Update accurate business facts, leadership pages, policies, contact information, structured data, and helpful explanatory content. Keep facts consistent across important profiles. The practical decision here is to address the underlying source gap and submit factual feedback without overstating the harm.
05Request corrections appropriately
Where a source or platform offers feedback, correction, or reporting tools, submit a factual request with supporting evidence. Avoid flooding systems with duplicate reports.
06Retest and document change
Repeat the same prompts on a defined schedule and preserve the results. Improvement may be gradual, inconsistent, or platform-specific.
Information to gather
A clear record makes it easier to choose the right channel, communicate accurately, and avoid unnecessary repetition. Start with:
- Platform, model, date, and prompt
- Full answer and visible citations
- A verified source-of-truth document
- List of inaccurate or missing facts
- Correction ownership and status
- A monthly retesting schedule
What not to do
Pressure can lead to decisions that create a second reputation problem. Avoid:
- Claiming direct control over an AI model
- Creating fake sources or coordinated mentions
- Treating one answer as a permanent result
- Publishing confidential data to correct a minor issue
- Guaranteeing when a model will update
Frequently asked questions
Can a specific result be guaranteed?
No. Platforms, publishers, search engines, and AI providers make their own decisions. A responsible plan explains eligibility, evidence, options, dependencies, and realistic limits.
What should I save before taking action?
Create a concise source-of-truth file with the correct fact and reliable supporting links.
Should I respond immediately?
Not always. Preserve the material and check the facts first. A quick response is useful only when it is accurate, authorized, proportionate, and unlikely to expose private information or intensify the problem.
When should I get professional help?
Consider experienced support when the issue is spreading, legally sensitive, connected to safety or privacy, affecting several platforms, confusing customers, or difficult to document and prioritize internally.
Primary resources
Policies and features can change. Review the current source before submitting a request: