AI assistants name the stores they can read and the stores other websites already talk about. OpenAI says ChatGPT considers product data and third party content when it picks products. Google says its AI features show what is being said about products in blogs, videos and forum discussions. When your competitors are reviewed and discussed on other sites and you are not, the assistant has more to go on for them.
By Margareta Petrovic, CISA, CISSP, founder of Visibility Mesh. As of October 4, 2026, our engine has scored 957 websites.
We work in cybersecurity assessment, SEO, content writing, marketing, data analytics and AI algorithms, and the assessment side gives us a useful way to think about this question. In an audit, what management writes about its own controls counts for less than evidence from an independent source. Reading what OpenAI and Google publish, we think AI assistants weigh a store much as an auditor would. Your product pages play the part of the management statement, and reviews, buying guides, forum threads and press supply the independent evidence.
What the assistants say they use
OpenAI's help page on shopping lists what ChatGPT considers when it picks products. The first item is structured metadata from first party and third party providers, such as price and product description, together with other third party content. The second is the answer the model wrote before it looked at any new search results. OpenAI also says product results are not ads and are not influenced by its partnerships.
For owners, that second item is the most useful one. A model already knows some brands in your category from its training, and those brands can be in the answer before any search happens. A store that the web rarely mentions has nothing in that first draft, so it depends entirely on what the search finds.
Google's guide to generative AI features, last updated July 10, 2026, says those features can show what is being said about products and services across the web. It names blogs, videos and forum discussions. The same paragraph warns that seeking inauthentic mentions is not as helpful as it might seem.
The assistant trusts what strangers say about your store more than what you say, which puts it in good company with most shoppers.
What it costs you when the assistant names someone else
The loss does not show up as a complaint or a bounced visit. A shopper asks for a recommendation, reads three names and buys from one of them. Nothing in your analytics shows that shopper at all.
The second cost is money spent on the wrong fix. New product copy and more ads feel like progress. Neither one helps if the assistant cannot reach your pages, or if no other website gives it a reason to name you.
Two reasons a store gets skipped
Access is the first reason. ChatGPT search can only show sites that let OpenAI's search crawler, OAI-SearchBot, through. OpenAI says a site that blocks it is not shown in ChatGPT search answers, though it can still appear as a navigational link. Robots.txt has to allow the crawler, and so does any firewall, CDN or security plugin in front of the site.
The other reason is evidence, which here means what other websites say about you. That covers reviews on sites you do not own, buying guides that list you, forum answers that name you, and press. Search for the competitors the assistant names on those sites, and you will see how much evidence each one has.
You can finish the access work in a few weeks. Evidence builds slowly, and anyone who offers to manufacture it is selling the inauthentic kind Google warns about.
What should I check first?
Start with the question your customer would type. Ask ChatGPT, Perplexity and Gemini the same question in the same words, and write down the date and every store each one names. When an answer shows its sources, open them. Those pages tell you where the assistant found your competitors.
Access is the second check. Open yoursite.com/robots.txt and look for OAI-SearchBot, PerplexityBot and Claude-SearchBot by name. A crawler without a group of its own follows the group marked with an asterisk, so read that group too.
Read one of your product pages as a stranger would, too. The page should say in plain text what the product is, what it is made of and who it is for. The price and the shipping terms belong there as well, not only inside a photo.
What can I do this week?
Fix access before anything else, since every other step depends on the assistant reaching your pages. If a plugin or firewall blocks OAI-SearchBot or PerplexityBot, allow them by the IP addresses OpenAI and Perplexity publish.
Look at the sources the assistants cited for your competitors and ask whether you belong there. Some buying guides will take a sample. Some forum threads ask questions you can answer under your own name. A customer who loves the product may be glad to write a review on an independent site if you ask.
Keep your business name and description the same everywhere you control it: your site, your Google Business Profile, your marketplace listings and your social profiles. Google's guide says Merchant Center feeds and Business Profiles can help products and services appear in AI responses.
Run the same questions again in a few weeks, in the same words, and compare the answers. The only timing OpenAI publishes is about 24 hours after a robots.txt change.
When does it make sense to hire help?
Hire help for crawler access and structured data. It is technical work, and one wrong rule in a firewall can turn away every AI crawler at once. Handle the evidence yourself, since a genuine review has to come from a real customer or a real editor.
A checklist you can work through yourself
- Ask ChatGPT, Perplexity and Gemini the same buying question, and write down the date and every store each one names.
- Open the sources each answer cites and list the sites that mention your competitors.
- Read your robots.txt and check the rules for OAI-SearchBot, PerplexityBot, Claude-SearchBot and the asterisk group.
- Check that your product pages state the name, material, price and shipping terms in plain text.
- Make your business name and description match on your site, your Google Business Profile and your marketplace listings.
- Pick 2 independent sites where your store could earn a genuine mention, and contact them.
- Put a date in your calendar to ask the same questions again in the same words.
Questions owners ask
Why does ChatGPT recommend my competitors and not my store?
ChatGPT picks products from the data it can read and from what other websites say. OpenAI's help page lists structured metadata from providers, other third party content and the model's own first answer among the things it considers. If your competitors appear on more independent sites, or ChatGPT cannot reach your pages, it has more to go on for them.
Can I pay ChatGPT to recommend my products?
OpenAI says its product results are selected independently by ChatGPT and are not ads. Ads are shown separately from those results. Paying for an ad does not buy a place in the recommendation itself.
Do mentions on other websites help with AI search?
Google's guide to its generative AI features says they can show what is being said about products and services across the web, including in blogs, videos and forum discussions. OpenAI lists third party content among the things ChatGPT considers for products. Genuine mentions on independent sites give the assistant evidence it does not get from your own pages.
Should I buy mentions or reviews to get recommended?
We would not. Google's guide says seeking inauthentic mentions is not as helpful as it might seem, and that its other systems block spam. Spend the money on a product sample for a reviewer or on making your own pages readable instead.
How long does it take before ChatGPT names my store?
Nobody can promise a date, and OpenAI does not publish one. The only timing OpenAI documents is about 24 hours for its search systems to adjust after a robots.txt change. Ask the same questions every few weeks in the same words, and keep the dates so you can see what changed.
Will structured data make AI assistants recommend me?
Structured data helps a machine read your product facts, but Google says no special schema is required for its generative AI features. OpenAI lists structured metadata such as price and product description among what ChatGPT considers. Treat structured data as part of being readable, and expect the recommendation itself to depend on evidence from other sites as well.
Find out whether the assistants can read your store
You earn mentions on other websites yourself. What we can do for you is make sure AI crawlers can reach and read your own pages. The free scan checks your robots.txt rules for 8 AI crawlers by name and reads the structured data and text of 5 key pages. When crawler access, rendering or duplicate markup is the problem, Foundation fixes it on Shopify or WordPress for $3,000. The work takes about 2 to 3 weeks once we have access. You approve every change, and you receive a log of each change and a second scan to compare with the first.
Sources
We opened every source below on October 5, 2026.
- Shopping with ChatGPT Search, OpenAI Help Center.
- Overview of OpenAI crawlers, OpenAI developer documentation.
- Optimizing your website for generative AI features on Google Search, Google Search Central, last updated July 10, 2026.
- AI features and your website, Google Search Central, last updated December 10, 2025.
- Perplexity crawlers, Perplexity documentation.
- Does Anthropic crawl data from the web, and how can site owners block the crawler?, Anthropic Help Center.
- RFC 9309, Robots Exclusion Protocol, IETF, September 2022.
- Press and benchmark, Visibility Mesh, figures measured October 4, 2026.