20 items tagged tooling. Page 1 of 1.
Search Console hides AI Mode data. Four proxy methods exist, but none is definitive.
A new benchmark ranks search APIs for AI agents, making retrieval infrastructure a brand visibility issue.
New benchmark reveals AI platforms can't reliably detect GEO-optimized content gaming LLM citations.
Practitioners want GEO data but distrust the vendors selling it, per new Search Engine Journal survey.
The cats.txt test demolishes the evidence for llms.txt, exposing a wider GEO credibility problem.
Google Search Console's new AI impression data exposes a growing split between ranking and AI citation.
Ahrefs launches a free llms.txt generator backed by a 137,000-domain study to improve brand visibility in LLM answers.
RAG benchmarks measure the wrong thing for agentic AI search, a new arXiv study finds.
A critical arXiv survey finds GEO's most-cited gains depend on conditions that rarely hold in live AI systems.
New research exposes how most AI citation rankings lack the data quality to support reliable brand decisions.
GSC now shows which of your pages surface in AI Overviews, ending two years of guesswork.
Google's Search Console test will finally show brands how often they appear in AI answers.
A controlled log study shows most ChatGPT referral 'wins' are platform growth, not AEO skill.
Google's search bar now accepts conversational queries and creates agents that monitor topics autonomously over time.
Lighthouse now audits sites for llms.txt and AI agent compatibility, making agent readiness measurable.
GA4 now reports ChatGPT and Gemini traffic as a default channel, ending the measurement excuse.
Rank tracking measures a results page that no longer exists. Citation share is the new visibility metric.
The GEO category is selling SEO with new vocabulary. The research it cites says otherwise.
Aleyda Solis splits AI search measurement into presence, readiness, and business impact.
iPullRank reframes keyword research as portfolio management. Citation share replaces rankings.