The guide

Everything we know about being recommended by AI, in one place.

Buyers now ask an assistant instead of scrolling a results page, and the assistant answers with a handful of names. This library is the whole path from understanding that shift to measuring where you stand in it and doing something about it.

Check where you stand Read the method

Start here

Four pages, in this order, and you will understand what the rest of this library is arguing about.

01 · Pillar

What is AI visibility?

The definition, why it is not a ranking, and what changes when the answer replaces the list.

02 · Method

How the measurement works

The full method: what we ask the 4 assistants, what we read from each answer, and how three components become one number.

03 · Pillar

The AI Visibility Score

What the number is built from, what makes it move, and how to read a low one.

04 · Reference

Glossary

GEO, AEO, grounding, retrieval, entities, coverage. Every term with its own link.

Fundamentals Measurement and tracking Content and structured data Authority and off-page evidence Technical foundations Google AI Overviews and AI Mode Local AI visibility By industry

5 guides

Fundamentals

Start here if AI visibility is new. What the discipline is, how it relates to SEO, and why assistants name some businesses and not others.

Beginner

What is AI search visibility?

The beginner's introduction, in plain English.

Read

Comparison

AI visibility vs SEO vs GEO vs AEO

Four overlapping disciplines, four different surfaces, one clear breakdown.

Read

Deep dive

How ChatGPT, Perplexity and Google AI recommend businesses

The signals behind which businesses get named.

Read

Strategy

Why AI visibility matters for brands

What changes commercially when discovery stops being a list of links.

Read

Tools

What are AI visibility tools?

Inside a new software category: what it tracks and how to judge it.

Read

7 guides

Measurement and tracking

AI answers are a zero-click surface: nothing about them reaches your analytics. Measuring them means asking the questions and reading what comes back.

Pillar

AI visibility tracker: the platform guide

Four assistants, one dashboard, one comparable measurement over time.

Read

Guide

How to track AI visibility

A framework for tracking across ChatGPT, Gemini and Perplexity.

Read

Metrics

What metrics matter most

Formulas, benchmarks and reporting templates for AI visibility KPIs.

Read

Strategy

How to monitor brand visibility in AI search

A four-quadrant monitoring framework for brands.

Read

Tactical

Tracking visibility in Google AI Overviews

Citations, ranking factors and what they mean locally.

Read

Metrics

How to track Google AI visibility

Prompt monitoring, competitor diff and reporting that scales.

Read

Comparison

Best AI visibility tracking tools compared

How the category's tools differ, and where each one fits.

Read

6 guides

Content and structured data

Retrieval-based systems select passages, not pages. This cluster is about making the right sentence findable and the right fact unambiguous.

Pillar

AI visibility optimization: the complete guide

The full optimization framework, signals and checklist.

Read

Content

How to structure content for AI visibility

AI-readable structure, templates and before/after examples.

Read

Schema

How structured data improves AI visibility

Schema as an ambiguity remover, with JSON-LD examples.

Read

Schema

Best schema types for AI search visibility

The schema stack that matters, ranked by impact and industry.

Read

Content

How content depth impacts AI visibility

Topical authority and pillar-cluster maps.

Read

Content

How to optimize content for AI Overviews

Formatting patterns for citation-ready content.

Read

4 guides

Authority and off-page evidence

What other people publish about you is the evidence you cannot write yourself, and it is what tips a system from knowing you exist to naming you.

Off-page

How brand mentions improve AI visibility

Linked or unlinked, mentions teach systems who to recommend.

Read

Off-page

How digital PR affects AI search visibility

Outreach playbooks and campaign ideas that earn mentions.

Read

Off-page

How to build AI citations for your brand

Citation ecosystems, an audit checklist and a local playbook.

Read

Off-page

How Reddit and forums influence AI visibility

Safe participation on the platforms these systems read most.

Read

2 guides

Technical foundations

None of the above works if the page cannot be fetched, rendered or understood. This is the floor, not the ceiling.

Technical

Technical SEO factors that affect AI visibility

Crawlability, rendering, schema and site architecture.

Read

Technical

How internal linking impacts AI search visibility

Pillar-cluster linking and the entity graph your links build.

Read

8 guides

Google AI Overviews and AI Mode

Google's generated surfaces have their own mechanics: they cite sources, they rank differently from the page below them, and they behave differently for local intent.

Pillar

Google AI Overviews SEO: the complete guide

How Overviews and AI Mode rank, cite and recommend.

Read

Tactical

How to rank in Google AI Overviews

Ranking signals, structure, entity work and an implementation plan.

Read

Tactical

How to optimize for Google AI Overviews

Ranking factors, formatting templates and a local plan.

Read

Diagnostic

Why your business is missing from AI Overviews

Root causes, an audit checklist and a recovery roadmap.

Read

Comparison

Google AI Overviews vs traditional SEO

What changed, what stayed, and how to adapt.

Read

Strategy

Google AI Mode SEO explained

Conversational search and multi-turn visibility.

Read

Local

How AI Overviews affect local SEO

Mechanics, ranking factors and the GBP impact.

Read

Tactical

Google AI Overviews for local businesses

How local intent is handled, and how citation actually works.

Read

5 guides

Local AI visibility

Local intent is migrating to conversational assistants fastest, and it is the one place where a verifiable public record does most of the work.

Pillar

AI visibility for local businesses: the playbook

The complete local playbook across every assistant.

Read

Pillar

Local AI SEO: the future of local search

The integration discipline, five pillars and a 12-month roadmap.

Read

Local AI

How local businesses get recommended by ChatGPT

The mechanics behind local recommendations.

Read

Strategy

How AI search is replacing near-me SEO

Local discovery becomes conversational.

Read

Tactical

Optimize Google Business Profile for AI search

The listing as an AI trust source, with a full checklist.

Read

9 playbooks

By industry

The same discipline, with the prompts, directories, credentials and objections that are specific to your trade.

Dentists Lawyers Plumbers Roofers HVAC Realtors Restaurants Med spas Local businesses

Reading is the easy half. Measure the other one.

One buyer question, four live AI answers, a visibility grade and a focused first fix. Then work this library against your own result instead of in the abstract.

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