Agent Web Index › fredhutch.org
Can AI assistants read fredhutch.org?
Measured on 2026-09-19 by asking the site 7 times — once as a browser, once as each of the 6 crawlers that feed ChatGPT, Claude, Perplexity, Gemini, Meta AI, Apple Intelligence and Doubao — and comparing what came back. The AI-training opt-out tokens that never crawl are read from robots.txt instead.
B83 / 100
6 of 6 crawlers can read this page.
More readable than 69% of the 47,315 sites measured so far.
Structured data: Organization.
What each crawler got back
| Crawler | HTTP | Result | robots.txt |
|---|---|---|---|
| ClaudeBot (Claude) | 200 | can read it | allowed-by-star |
| GPTBot (ChatGPT) | 200 | can read it | allowed-by-star |
| OAI-SearchBot (ChatGPT Search) | 200 | can read it | allowed-by-star |
| PerplexityBot (Perplexity) | 200 | can read it | allowed-by-star |
| Google-Extended (Gemini, AI Overviews) a robots.txt token, not a crawler: it controls how already-crawled pages may be used, and never makes a request of its own | — | not opted out | allowed-by-star |
| Meta-ExternalAgent (Meta AI) | 200 | can read it | allowed-by-star |
| Amazonbot (Alexa, Rufus) | 200 | can read it | allowed-by-star |
Fastly answers for this domain. Where a crawler above is refused while robots.txt allows it, the rule is applied by that edge, not written by the site — see how often each edge does this.
What to change, in order
- Publish llms.txtllms.txt is missing, so an assistant has to discover the site by following links. llms.txt is the emerging convention for telling an assistant which pages actually matter.
The checks
- Answers AI agents like it answers people100%
- Readable without JavaScript100%
- robots.txt lets the crawlers in100%
- Facts in JSON-LD67%
- Content reachable, not buried37%
- Publishes a map of itself45%
- Plain structure99%
Sites with a similar score
Embed this score
Put the badge on fredhutch.org — it links back here, and re-measures every time this index re-crawls.
<a href="https://shop.lumnika.com/ai-readiness/fredhutch.org"><img src="https://shop.lumnika.com/ai-readiness/fredhutch.org/badge.svg" alt="AI readability"></a>
Method. 7 live HTTP requests (one per crawler, one as a browser) plus robots.txt, llms.txt, sitemap.xml and security.txt, 12-second timeout each,
from a single vantage point. Blocking AI crawlers is a legitimate choice, not a failure: this page records what is true, not what should be.
Domain comes from a shop-platform seed (Shopify/WooCommerce/Magento/BigCommerce/Shopline fingerprint or JSON-LD price), not the Tranco traffic ranking. One page per domain — the homepage — is audited.
Part of the Agent Web Index, 47,315 domains measured, updated continuously.
Part of the Agent Web Index, 47,315 domains measured, updated continuously.