
GEO vs SEO: AI Visibility Strategy Guide
AI summaries changed search behavior: Pew found 8% click rates with summaries vs 15% without. Build SEO, GEO, AIO, and agent readiness as one measurable system.
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Field notes on AI agent readiness scans, machine-readable website structure, GEO, AIO, API discovery, and the surfaces that help AI systems understand and use your site.

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AI summaries changed search behavior: Pew found 8% click rates with summaries vs 15% without. Build SEO, GEO, AIO, and agent readiness as one measurable system.
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AI summaries changed search behavior: Pew found 8% click rates with summaries vs 15% without. Build SEO, GEO, AIO, and agent readiness as one measurable system.

Agents need more than crawlable pages. Build an action layer with OpenAPI, OAuth, MCP tools, safe confirmation, measurable workflows, and audit logs now.

OpenAI, Anthropic, and Perplexity split training, search, and user-fetch bots. Allow AI visibility without losing control of training access or edge security.

AI summaries cut search clicks from 15% to 8%. Learn the agent-readiness checks that help AI systems crawl, cite, use, and convert on your site in 2026.