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The AI-Ready Website in 2026 field guide — an evidence-first checklist for SEO, AEO, GEO, AI citations, MCP and agent readiness

October 2, 202665 min read

The AI-Ready Website in 2026: SEO, AEO, GEO, Citations, MCP & WebMCP

The evidence-first 2026 field guide to making websites discoverable, extractable, citeable, measurable, callable and safe for AI search and agents.

AI ReadinessGEOAI SEO

The Website Intelligence Standard 2026 — SEO, GEO, AEO and Agent Readiness framework for AI-citable websites

September 30, 202650 min read

The Website Intelligence Standard 2026: SEO, GEO, AEO & Agent Readiness

A 2026 evidence-first framework for SEO, AEO, GEO and Agent Readiness: crawling, AI citations, robots.txt, llms.txt, structured data, MCP, Core Web Vitals, measurement and practical fixes.

GEOAI VisibilityAgent Readiness

The Iterative Creation Loop — visual overview of the OBSERVE → CONTRACT → PLAN → CHALLENGE → SPECIALIZE → REFINE → APPROVE → EXECUTE → VERIFY → LEARN workflow for AI agent teams

September 22, 202643 min read

The Iterative Creation Loop: How to Build Better with Plan Mode, Multi-Agent Dialogues, and Verification

A practical 2026 field guide to Plan Mode, multi-agent orchestration, structured handoffs, adversarial critique, verification, agent evaluation, and GEO-ready publishing for software, research, content, products, and AI systems.

AIAgentsGEO

SEO Didn't Die — The 2026 Field Guide to SEO, GEO, AI Search and Website Intelligence by AuditMe

September 21, 202635 min read

SEO Didn't Die. Websites Got Harder to Understand.

A human-written, evidence-first field guide to SEO, GEO, AI search visibility, agent readiness and website intelligence.

SEO StrategyGEOAI Visibility

AuditMe AI Web Intelligence benchmark — evidence-first framework for how AI systems discover, retrieve, cite and act on web content

September 13, 202645 min read

How AI Systems Read the Web in 2026: Discovery, Retrieval, Citations and Agents

An evidence-first guide to AI search, GEO, retrieval, entity clarity, citations and agent-ready websites — with a practical framework, implementation patterns and a proposed open benchmark methodology.

AIGEOSEO

AI search visibility in 2026 — measuring presence, recommendations, citations and first-party data across Google AI Overviews, ChatGPT, Perplexity and Bing

September 2, 202633 min read

How to Measure AI Search Visibility in 2026: The Evidence-First GEO Framework

Measure AI search visibility in 2026: evidence-first GEO framework with prompt panels, first-party Google, Bing and ChatGPT data, and a 30-day improvement loop.

GEOAI VisibilityMeasurement

Generative Engine Optimization (GEO) guide 2026 — AuditMe framework for getting cited by ChatGPT, Gemini, and Perplexity with practical strategies and measurement system

September 1, 202622 min read

Generative Engine Optimization (GEO): How to Get Cited by ChatGPT, Gemini & Perplexity in 2026

Master Generative Engine Optimization (GEO): the complete framework to get your brand cited in AI-generated answers from ChatGPT, Gemini, Perplexity, and Google AI Overviews — updated September 2026.

GEOAI SEOGenerative Search

A diagram of the Website Intelligence framework showing discoverability, understanding, verification, actionability, reliability, and observability as six connected dimensions of machine-readable websites

August 27, 202623 min read

The New SEO: When Search Engines Stop Reading Websites and Start Using Them

Search is moving from ranking pages to running them as machine interfaces. This guide explains the six-dimension Website Intelligence framework — discoverability, understanding, verification, actionability, reliability, and observability — that makes your site machine-readable, verifiable, and actionable for AI search engines and agents.

SEOAIGEO

AuditMe research infographic showing citation factors across ChatGPT, Claude, Perplexity, and Gemini from controlled testing

August 23, 202625 min read

What Actually Makes ChatGPT, Claude & Perplexity Cite Your Website (Controlled Tests, Real Observations)

We ran controlled tests across ChatGPT, Claude, Perplexity, and Gemini. Here are the queries, observations, and timelines — no theory, no guesswork.

GEOAI SEOChatGPT