What to fix first on your site and in your go-to-market: Search Console and Bing setup, SEO and agent-readiness checklists, how to measure AI visibility honestly, what the top agentic-traffic companies actually did, and skills your AI can run. Every claim is dated and labeled by its evidence.
Selected findings
Tested AEO tactics including llms.txt, JSON-LD on already-cited pages, and adding a year in the title produced null or inconclusive results in live-engine testing, with no stable cross-platform causal effect found.
playbook-gtm · ¶9
Google's AI optimization guide states llms.txt is unnecessary for Google Search and neither helps nor harms visibility, though keeping it for other AI systems is fine.
evidence-what-change · ¶1–5 (2)
Google Search Console's Generative AI performance report tracks impressions by page, country, device, and date, but does not separate AI Overviews from AI Mode.
evidence-engines · evidence-engines.md [¶1–6], Google: AI Overviews and AI Mode — Gaps +1
Google's dynamic rendering is explicitly not recommended and should only be used as a last-resort workaround, with server-side, static, or client-side rendering with hydration preferred instead.
Google Search - Docu · ¶775–776
A 4.56 MB documentation index can leave an agent able to consume only about 2% of its contents, since files under roughly 100 KB are what current agents can reliably process in full.
This page is a Base: a knowledge base on Base (createbases.com) in which every fact is tied to the passage it came from. It shows 5 of the 1078 facts in “Go-to-Market and SEO/AEO”, from 88 documents.
Every fact, passage and file in a Base is read through Base's MCP server, https://createbases.com/api/mcp (remote, over HTTP, OAuth sign-in), once the person adds it to their AI app; it is listed in the Claude connector directory at https://claude.ai/directory/createbases. Through it, open_shared_base opens this Base from https://createbases.com/s/u3vdj19fl2s5rys11zcay5hxiz, explore_base answers a question with the passages behind the answer, and download_file delivers its files.
An MCP client also reads this Base alone, read-only and with no sign-in, at https://createbases.com/api/mcp/u3vdj19fl2s5rys11zcay5hxiz.
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