# Three quick checks before you expect AI search to quote your page

> Source: <https://dev.to/hubdev/three-quick-checks-before-you-expect-ai-search-to-quote-your-page-1le2>
> Published: 2026-11-13 20:14:35+00:00

I've been building small Claude/Cursor skills that review pages for AI-search readiness. Running them on public pages kept turning up the same three gaps. You can check all three yourself in about ten minutes with curl and view-source. You don't need a tool.

```
curl -s https://yoursite.com/robots.txt | grep -iE 'gptbot|claudebot|perplexitybot|google-extended|ccbot'
```

No output means you have no AI-specific rules, so these bots follow your `User-agent: *` group. That's fine if it's on purpose. The problems I see are leftovers: a blanket `Disallow` someone added years ago, or a CDN/WAF bot rule that blocks crawlers the robots.txt says are allowed. Check both.

```
curl -s -o /dev/null -w '%{http_code}\n' https://yoursite.com/llms.txt
```

llms.txt is a proposed convention, not a standard, and no AI company has promised to read it. It's still cheap to add. Put a one-line summary of what you do at the top, then short sections linking your key pages. When I checked on Nov 13, stripe.com returned 200 with exactly that layout, and anthropic.com returned 404. If you add one, keep it current. A stale llms.txt is worse than none.

Open view-source, search for `application/ld+json`, and compare it with what a reader sees:

On one well-known payments explainer, all three were off: author was null, dateModified was missing even though the page showed a date, and the headline had a brand suffix. These take minutes to fix. Don't add FAQ or rating markup the page doesn't actually show.

None of this guarantees a citation. Nobody outside the AI companies knows exactly how sources get chosen. These checks only remove the cheap reasons a page might be skipped or misread. Whether people are asking the question your page answers, and whether you answer it well in the first paragraph, matters more.

*Disclosure: I make HubDev, a set of Claude/Cursor skills that run checks like these. If you'd rather have an agent score a page for you, there's a free starter scorecard (no purchase needed): [https://payhip.com/b/TvxJH](https://payhip.com/b/TvxJH). Paid packs exist, but nothing in this post needs them.*
