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What AI agents find on the Fortune 500

Scanned 13–15 October 2026AI agents now research, compare and shop on people's behalf. We read the homepage of every company on the 2026 Fortune 500 the way many agents read pages: plain HTML, no JavaScript. Here is what they find.

27%

gave our automated reader no usable homepage (137 of 500)

43%

of readable homepages carry no JSON-LD structured data as fetched

51%

don't name the company, a product or a service in their structured data

15%

publish an llms.txt, a short guide written for AI

What “not readable” means

137 of 500 homepages gave our scanner nothing it could assess. Our scanner reads from a cloud server and says who it is, as many AI agents do.

  • 33 refused every automated reader we tried, whether it presented itself as our scanner, a Chrome browser or OpenAI's GPTBot.
  • Most of the rest let some readers in and turned others away, depending on which reader asked and where it was hosted.
  • So this is not a measure of whether any AI agent can reach these sites. It shows that access depends on who is asking.

Few sites block AI crawlers on purpose: 4% of robots.txt files restrict OpenAI's GPTBot by name.

Why structured data matters here

Structured data (JSON-LD) states facts such as who a company is and what it sells in a form an agent can read directly. Without it, an agent has to work those facts out from the page text. Of the 363 homepages we could read, 43% carry no JSON-LD in the page as fetched, and 51% don't name the company, a product or a service in it (no Organization, Product, Service or similar type).

Method

  • A census, not a sample: all 500 companies on the 2026 Fortune 500, using the website on each company's Fortune profile.
  • Homepage only, fetched once per site without running JavaScript, by AgentReady’s free quick check.
  • Where a bare domain could not be read, we tried the www address once more. Five investor-relations or regional sites were replaced by the company’s main site.
  • Totals only. We do not publish company names or individual results.
  • Sites change; these numbers describe one scan on the dates above.

See what agents find on your site

Run the free quick check on your homepage, or put yours side by side with a competitor's. It takes under a minute.