AI Visibility: Would ChatGPT Recommend Your Business?

A growing share of people asking "who's a good [service] near me" or "what's the best tool for X" are typing that question into ChatGPT, Perplexity, or a Google AI Overview instead of running a classic search. Ranking #1 on Google no longer guarantees you're the answer an AI assistant gives — the two systems read your site differently, and optimizing for one doesn't automatically cover the other.

How this differs from classic SEO

Google's ranking system has spent two decades adapting to heavily formatted, keyword-optimized pages. AI assistants that browse or were trained on web content tend to reward something closer to the opposite: content that reads as clear, factual, and well-structured enough to summarize or quote directly, rather than pages built primarily to rank.

What actually influences AI visibility

• Structured data. Schema.org markup (Organization, Product, FAQPage) gives AI systems clean, unambiguous facts — your pricing, your FAQ answers, what you actually do — instead of making them infer it from prose.
• Machine-readable summaries. Some AI crawlers look for a plain-text llms.txt file at your domain root — an emerging convention that gives them a clean summary without needing to parse rendered HTML or JavaScript.
• Content that answers a specific question directly. A page that clearly states what you do, who it's for, and what it costs — in that order — gets quoted far more often than a page that buries the answer under marketing copy.
• Being mentioned elsewhere. AI assistants that browse the live web weight independent mentions (review sites, forums, directories) similarly to how search engines weight backlinks — being talked about outside your own site still matters.

A concrete example

This same platform added exactly this — FAQ and product schema markup plus an llms.txtfile — to its own marketing pages. It's not a theoretical fix; it's the same checklist this guide describes, applied to itself.

How to check where you stand

A free automated scan can check the mechanical basics — structured data, whether your key facts are in the actual page HTML, whether an llms.txt exists — in a couple of minutes. A deeper, manually reviewed report can go further and check whether AI assistants actually mention your business by name for relevant queries today.