All topics
Topical index. Click a topic to see all findings related to it.
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AEO 2026
Answer Engine Optimisation observations: what content survives in AI-generated responses (ChatGPT, C...
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Bing rendering
First systematic test of Bing's JavaScript rendering behaviour since the 2019 Edge crawler note. Per...
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Bot behaviour
Per-bot-class observations: how Googlebot, GPTBot, ClaudeBot, ChatGPT-User and others handle differe...
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Crawl budget
How crawlers spend their requests on the test bed: content vs. robots.txt and sitemap fetches, crawl...
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JavaScript rendering
Which bots actually execute JavaScript, measured with an in-page beacon instead of inferred from fet...
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Methodology
Notes on how the experiment is conducted: pre-registration, verification (rDNS / IP-range / signatur...
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JS content patterns
The 8 JS content patterns tested: clean, js-images, js-links, click-reveal, js-fetched, hash-routing...
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Bot spoofing
Traffic that claims to be a known crawler but is not: how we check user agents against published IP ...