What this means for you is that you shouldn't rely solely on a 200 status code when checking your site's crawlability. Often, when we test if a site is crawlable, we start with a simple check: request the homepage, get an HTTP 200, and declare the site open. But this conclusion is far too broad and can be misleading.
A 200 response only proves that one client, from one network, using one user agent, and with one request shape, managed to reach one representation of the page at a specific moment. AI crawlers do not necessarily share any of those conditions. For example, a Content Delivery Network (CDN) might classify their user agents differently. A rule in your 'robots.txt' file could apply to one bot but not another. A challenge page might return a 200 status while actually replacing the real document with a CAPTCHA or verification. Even if the HTML content is genuine, the canonical URL or robots metadata can render the page unusable for discovery by crawlers.
The practical fix here is to stop treating the status code as the ultimate verdict. Instead, think of it as just one piece of evidence in a larger chain. Imagine making three requests to the exact same page: a normal browser user agent receives the product page, a generic script gets a managed challenge, and a named crawler receives a 403 error from a Web Application Firewall (WAF) rule. The URL hasn't changed, but the effective access policy certainly has.
This is precisely why a single 'curl' command is a poor stand-in for truly assessing crawler access. It compresses transport, policy, identity, and content into one simple number. And when that number is 200, it can hide 'soft failures' like consent walls, bot challenges, login interstitials, or even branded not-found pages, all of which technically result in a successful HTTP response. For a genuinely useful probe, you should record at least the requested user agent, the status, the final URL, content type, page title, canonical URL, robots directives, and a small 'fingerprint' of the returned body. This fingerprint doesn't need to save the entire page; it just needs to show if two different clients received materially different documents.