Reframe AI prompt tracking as a measurement of stability, representation, and context rather than another version of rank tracking. The…
Bing rolls out AI Citation Share; fresh data shows LLMs.txt files go unread; Google backs two agent specs; and the…
Google research suggests AI spam may be easier to detect by identifying originating networks instead of analyzing content one at…
Pull your top AI-referred landing pages. Can this visitor complete their task within 30 seconds? Here's what to do when…
Learn how CEP-anchored content performs across ChatGPT, Google AI Mode, and AI Overviews. A research experiment in AI search.
OpenAI says GPT-5.5 Instant, the free default ChatGPT model, now performs comparably to its frontier models on the company's own…
A coalition including Google, Microsoft, and GitHub published Agentic Resource Discovery, an open draft spec for how AI agents find…
A model breaks your prompt into several short retrieval queries before anything hits an index. Prompt length tells you almost…
Search is becoming a mirror of private data, not a window to the web. Dan Taylor explains what personalized AI…
Google says a core assumption driving LLMs.txt adoption conflicts with the purpose its creators originally intended. The post Google Exposes…