Find · Leverage · Optimize · Win — an evidence-led SEO playbook for the AI-search era. 72 docs · 42 AI prompts · 27 diagrams · 15 sourced 2026 stats. CC BY 4.0.
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Updated
Apr 26, 2026 - Python
Find · Leverage · Optimize · Win — an evidence-led SEO playbook for the AI-search era. 72 docs · 42 AI prompts · 27 diagrams · 15 sourced 2026 stats. CC BY 4.0.
Can AI engines cite your site, and do they? Free 0–100 readiness score on an open GEO rubric, plus ask and weekly citation tracking via OpenAI, Perplexity, Gemini, Anthropic and OpenRouter with your own keys. Zero dependencies; CLI, GitHub Action and MCP server.
An AI agent for answer/generative-engine optimization (AEO/GEO) — getting a brand cited by ChatGPT, Perplexity, Gemini, and Claude. Part of Agency Agents OS.
Our five-engine method for measuring vendor naming, citations and recommendation position in AI search. Public methods and dated evidence for B2B software.
AIObar — A zero-dependency WordPress plugin that makes every blog post LLM-citation ready. Social sharing + AI utility toolbar. Pure PHP and vanilla JS.
Public knowledge base for the AI Rollout Framework (airolloutframework.com) - methodology, definitions, pricing, and FAQ, synced from the source site.
Ghost Citations Study 2026: methodology and aggregated data on AI answers that link to a brand's site without naming it
The Citation Labs Operating System (Garrett French's AI visibility field guides) as a Claude skill and Claude Code plugin
What ChatGPT and Google AI Mode cite for 110 Singapore buyer questions: every cited URL in answer order, ChatGPT answers, 92 cited pages taken apart. Round 1: 526 citations on two engines; round 2: 241 on ChatGPT. CC BY 4.0, DOI.
Which AEO tools do the AI answer engines recommend? Weekly open dataset from Sextant AEO's instrument (720 answers/edition, 6 engines, cited sources). CC BY 4.0.
Autonomous SEO/GEO evolution engine: GSC + SERP + LLM-citation fitness, statistical promote/kill split tests, Claude-generated mutations served via Cloudflare Worker. Archived research project.
Open, anonymized datasets on how AI crawlers see US dental practice websites: structured data, robots.txt access, crawler behavior, reviews, site speed. From Citevio's June-July 2026 scans (527 practices, 6,497 domains). Methodology & limitations included.
AI visibility audit for clinics — measure how you show up when patients ask AI tools instead of searching Google.
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