
Are Google AI Overviews Killing Website Traffic?
The click data says yes for some sites and no for others. The full evidence review: how big the drop really is, who's hit hardest, and what recovers value.
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The click data says yes for some sites and no for others. The full evidence review: how big the drop really is, who's hit hardest, and what recovers value.

The working checklist: eligibility, extraction structure, trust signals, technical parity, the SaaS pages that matter most, and the measurement loop that grades it.

Moving from a dedicated rank tracker to a full visibility pipeline: what to export, how keyword lists become tracked buyer queries, and who the switch is for.

The full glossary entry for AEO: what it means, where the term came from, the two-stage mechanics behind AI citations, core practices, myths, and measurement.

Server logs and CDN dashboards are the only place AI crawler traffic is visible. What that data genuinely reveals, where it lies to you, and what to pair it with.

A solo marketer's four-hour weekly system for AI search: five queries that matter, answer-shaped pages, a few earned mentions, and permission to skip the rest.

Ahrefs' 75,000-brand study put mentions three times ahead of backlinks for AI visibility. Where each signal actually works in the answer pipeline, and how to rebalance.

The 2026 version of early acquisition: directories that engines now read, communities, AI assistants as a referral source, founder outbound, and what quietly died.

AI Mode became the global default and Gemini started reorganizing the results page itself. The verified timeline, the click math, and the SaaS playbook that survives both.

No engine requires it, Google's Search team says skip it, and Chrome's Lighthouse now audits it anyway. The full answer, plus the list of what actually is mandatory.

The self-hosted AI search stack, explained layer by layer: Vane (the renamed Perplexica) for answers, SearXNG for retrieval, Ollama for models, and what it means for your visibility.

Buyers now commission a cited research report on your category in minutes. How report synthesis picks its sources, and the content moves that survive it.
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