Can AI assistants read lunion.fr?
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.
F30 / 100
0 of 6 crawlers can read this page.
More readable than 0% of the 47,934 sites measured so far.
No JSON-LD.
What each crawler got back
| Crawler | HTTP | Result | robots.txt |
|---|
| ClaudeBot (Claude) | 403 |
challenged |
blocked |
| GPTBot (ChatGPT) | 403 |
challenged |
blocked |
| OAI-SearchBot (ChatGPT Search) | 403 |
challenged |
blocked |
| PerplexityBot (Perplexity) | 403 |
challenged |
blocked |
| 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 | — |
opted out in robots.txt |
blocked |
| Meta-ExternalAgent (Meta AI) | 403 |
challenged |
blocked |
| Amazonbot (Alexa, Rufus) | 403 |
challenged |
blocked |
What to change, in order
- Declare the facts in JSON-LD
There is no JSON-LD on the page, so every fact — who you are, what you sell, the price — has to be guessed out of the prose and the layout. A schema.org block is the difference between being quoted correctly and being paraphrased.
- Publish llms.txt
llms.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.
- Mark the content with <main>
The content-reachability check scores 1/100: with no <main> or <article> landmark, or with most of the page outside it, an assistant reads the navigation and the footer at the same cost as the text it came for.
- 6 crawlers are named and refused in robots.txt — a deliberate choice
ClaudeBot, GPTBot, OAI-SearchBot, PerplexityBot, Meta-ExternalAgent, Amazonbot are blocked by a rule that names them. Nothing to fix here: this page records what is true, not what should be. It is listed so the deliberate part of the block is not confused with the accidental part above.
Get told if this changes
One email only when a measured crawler flips on lunion.fr, served to refused or back. No schedule, no newsletter; double opt-in, one-click stop.
The checks
- Answers AI agents like it answers people0%
- Readable without JavaScript100%
- robots.txt lets the crawlers in0%
- Facts in JSON-LD0%
- Content reachable, not buried1%
- Publishes a map of itself45%
- Plain structure100%
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<a href="https://aivis.lumnika.com/ai-readiness/lunion.fr"><img src="https://aivis.lumnika.com/ai-readiness/lunion.fr/badge.svg" alt="AI readability"></a>