Would ChatGPT recommend your products?
AI shopping assistants have become a real sales channel. When someone asks ChatGPT "best waterproof hiking boots under $150" or "a good gift for a home baker," the assistant pulls from what it can actually find, read, and verify about stores across the web. If your product pages are thin, your brand story is buried, or your structured data is missing, you simply will not show up in those answers — not because you were penalized, but because there was nothing concrete to cite. The ChatGPT Recommendation Checker scans your Shopify or DTC store and tells you exactly what AI assistants can and cannot find when they evaluate your products: the signals that make a store citable, the gaps that make it invisible, and the specific fixes that give you a real shot at being included in AI-generated shopping answers. Paste your store URL below to get your free report.
Where AI looks — and what we grade
Citability: Does your product data give AI assistants something concrete to quote?
AI assistants do not guess. When they mention a product, they cite specifics — materials, dimensions, weight, certifications, use cases. This check scans your product pages for the kind of factual, structured content an AI can lift and repeat with confidence. Vague copy like "premium quality" does not make the cut. Missing specs, no care instructions, no stated return window — all of these leave an AI with nothing to work with.
Brand authority signals: Can AI assistants verify that your store is a real, trustworthy source?
ChatGPT and similar tools draw from a web of signals to decide whether a source is worth citing: press mentions, customer review volume, consistent NAP data, About and Contact pages with real information, and whether your domain appears in contexts beyond your own site. This check reviews the publicly visible signals that help an AI assistant treat your store as an authoritative source rather than an unknown storefront.
Answer-ready content: Do your pages directly address the questions shoppers actually ask AI?
Shoppers who use AI assistants phrase their queries as questions — "Is this safe for sensitive skin?" "Will this fit a 10-inch tablet?" "What is the difference between the two versions?" This check looks at whether your product descriptions, FAQ sections, and collection pages contain direct, scannable answers to the kinds of questions real buyers ask. Pages that anticipate and answer questions are the ones AI assistants find easy to summarize and recommend.
Frequently asked questions
Does passing these checks guarantee ChatGPT will recommend my products?
No, and any tool that promises that is misleading you. What this tool does is identify specific gaps that make your store harder for AI assistants to read, parse, and cite. Fixing those gaps puts you in a position to be included when AI generates relevant answers. There is no API into ChatGPT's recommendation logic — this is about making your store completable and citable, not about gaming any particular algorithm.
How is this different from a regular SEO audit?
A standard SEO audit focuses on what Google's crawler finds and how pages rank in blue-link search results. AI assistants work differently — they synthesize answers from sources they find credible and information-rich, not just pages that rank well. This tool specifically looks at citability signals, answer-ready content, and brand authority cues that matter to AI assistants, many of which a traditional SEO tool would not flag or even examine.
My store already ranks well on Google. Why would I need this?
Google rank and AI visibility are correlated but not the same thing. A product page can rank on page one and still be too thin for an AI to cite — because it lacks specs, skips common buyer questions, or provides no factual detail beyond price. Merchants with strong SEO sometimes have the widest gap here, because their traffic has historically come from ranking rather than from being genuinely information-rich.
What exactly does the scan look at? Is it reading my private store data?
The scan looks only at publicly accessible pages — the same content any visitor, search engine, or AI crawler can reach. It does not access your Shopify admin, your orders, your customer data, or anything behind a login. If a page is publicly visible, the tool can read it. If it is password-protected or hidden, the tool cannot and will not attempt to access it.
How long does the scan take, and what does the report look like?
Most stores complete in under two minutes. The report is a page-by-page breakdown organized by issue type: what was found, what is missing, and a plain-English explanation of why each gap matters for AI visibility. There is no score out of 100 and no letter grade — just specific findings with actionable next steps, written for a merchant, not a developer.