HomeHelp CenterTime to First Byte (TTFB): Speed Matters for AI Crawlers
    Help CenterMarch 22, 2026

    Time to First Byte (TTFB): Speed Matters for AI Crawlers

    Why server response time determines whether AI crawlers can fetch your content.

    What it measures

    Time to First Byte (TTFB) measures how long it takes your server to respond with the first byte of data after receiving a request. This is the time AI crawlers wait before they start receiving your content.

    Why it matters for AI

    AI crawlers operate at massive scale and have strict timeout limits. If your server takes too long to respond, the crawler moves on to the next site. GPTBot and PerplexityBot typically have timeouts between 5-10 seconds, but slow TTFB compounds with content transfer time.

    TTFBRatingAI crawler impact
    < 500msFastAI crawlers index quickly and reliably
    500–1,000msAcceptableUsually fine but leaves less time for content transfer
    1,000–1,500msSlowRisk of timeouts, especially for large pages
    > 1,500msVery slowMost AI crawlers will likely timeout

    How to improve

    1. Use a CDN — Serve content from servers close to crawlers (most are in US datacentres)
    2. Optimise server-side rendering — Reduce database queries and computation per request
    3. Enable HTTP/2 or HTTP/3 — Faster protocol negotiation reduces overhead
    4. Implement caching — Cache pages at the CDN or reverse proxy level

    💡 Quick win

    If your TTFB is over 1 second, enabling a CDN (Cloudflare's free tier works) can often cut it by 50% or more.

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