An assistant may describe your company using an old service, another business with a similar name or an address you left years ago. Before paying for more content, find which public information could be causing the confusion.
This is a narrower task than improving your overall AI visibility. You are checking whether the facts about your business agree wherever customers encounter them.
Is the answer about the right company?
Record the incorrect answer and any links it cites. Check the name, domain, location and activity. A similar name is not evidence that the assistant has identified your business.
Repeat the question with your full business name and location, then with your domain. If the result changes, investigate ambiguity rather than assuming you need a larger publishing programme. Keep the date and assistant used so you can repeat the check later.
An assistant's answer may not reveal every source it used. Treat the cited pages as leads to investigate, rather than a complete explanation of its reasoning.
What should you check on your own site?
Make the company name, activity and service area clear on the homepage, About and contact pages. Distinguish a product brand from the company that operates it when both names appear.
Check old names after a rebrand or acquisition. Explain the relationship when it still helps customers understand who they are dealing with. A former name buried in a legal notice can contradict a new homepage if the connection is never stated.
Verify the current domain, contact details and offers. Remove discontinued services from active sales pages or label them clearly as historical. The structured data guide helps check that the code describes the same organisation as the visible page.
Which external profiles deserve attention?
Start with profiles your buyers actually consult: a business listing, trade association, partner directory or professional company profile. Check their descriptions, address, website link and contact details.
Prioritise pages that appear in your search results or in the incorrect answer. Correct an existing profile before creating another that may repeat the same problem. If you cannot edit a listing, request a correction through its owner and record what remains unresolved.
There is no universal requirement to publish on YouTube, Reddit or Wikipedia. Choose an external reference because it helps a customer verify your work. A genuine client reference or relevant partnership has a purpose beyond increasing mention counts.
What proof should accompany your claims?
A case study should state the client, problem, work performed and outcome you can substantiate. A testimonial should identify its author when permission allows. Avoid publishing a result that belongs to a different product or attributing every later improvement to your work.
Link to the original evidence where possible. Ten repetitions of an unsupported claim do not make it reliable.
How do you know the corrections helped?
Keep a change log of the pages and profiles corrected. Repeat the original questions in fresh conversations and record whether the name, activity and links are now right.
An improved answer does not prove which individual edit caused it. Look for repeated accuracy, and track commercial enquiries separately. If the error persists, examine remaining sources and crawler access using the robots.txt checks.
Numinam can include this work in an SEO and AI visibility audit. A useful deliverable identifies incorrect facts, their public locations, the corrections made and anything the site owner cannot directly change.
