AI Visibility
How to Get Your Business Recommended by ChatGPT: An Evidence-First Guide
This guide is for businesses whose customers increasingly use ChatGPT and other answer engines to research providers before contacting them.
Reviewed by Sheeraz Hasan · Updated August 3, 2026 · 8 min read
The direct answer
You cannot purchase or guarantee a ChatGPT recommendation. You can make your business easier to understand and cite by publishing clear answer pages, keeping entity information consistent, allowing OAI-SearchBot, earning independent coverage and connecting important claims to accessible evidence. The objective is a stronger public record, not a trick for influencing one model.
01
First, become unambiguous
Use one canonical name, domain, current description and set of verified profiles. Retired products and conflicting biographies create uncertainty for people and machines alike.
Important claims should appear in clear text on public pages and remain consistent with the structured data attached to those pages.
02
Answer the questions buyers actually ask
Publish direct, useful pages for category, cost, comparison, process and suitability questions. Give the answer early. Explain trade-offs. State who the service is not for. Link to the evidence and keep the page materially current.
A page written only to repeat a phrase is less useful than a page that helps a buyer make a decision.
03
Build a source network, not a content island
Owned pages define the position, but independent sources create corroboration. Relevant journalism, interviews, professional profiles, public records and credible industry references help establish that the business exists beyond its own marketing claims.
The source must genuinely support the claim. A logo wall, photograph or paid placement should not be presented as independent validation when it is not.
04
Make the site eligible to be found
Allow search crawlers, keep important pages indexable, use descriptive internal links, maintain an accurate sitemap and avoid hiding the core answer inside video or imagery without supporting text. OpenAI specifically identifies OAI-SearchBot as the crawler used for ChatGPT search inclusion.
Track AI referrals and a controlled set of buyer prompts over time. Because answers change, the meaningful signal is a pattern of accurate visibility and qualified visits—not a single favorable screenshot.
05
Create something worth citing
Original research, firsthand operating experience, transcripts, public datasets and clear case evidence give an answer engine a reason to cite your page rather than another summary of the same advice.
For Sheeraz.com, the archive is that advantage: twenty-five years of footage, broadcasts, press and public activations can explain how attention moved before social platforms and how the same principles apply in an AI-mediated market.
Evidence from the archive
A firsthand archive of how distribution creates recognition
Hollywood.TV is the historical proof behind FAME's view that discoverability begins with the supply line carrying the story.
Explore the Hollywood.TV case studyContinue reading
Related insights
Audit what search and AI can verify about you.
Identify the missing evidence, unclear claims and distribution gaps in your public record.