The research library
AI visibility, measured.
How AI engines pick which brands to recommend, tracked with our own data: run-to-run variance, citation shares, verified pricing, and the moves that earn share of voice.
Start here: AEO fundamentals
The core concepts and the measurement discipline behind AI visibility.
AEO Strategy: How to Optimise for Answer Engines With Measured Results
AI VisibilityJuly 16, 20267 min read
What Is an AI Answer Engine? How They Work and How They Cite
AI VisibilityJuly 13, 20267 min read
How to Measure Your AI Share of Voice: A 2026 Guide
AI VisibilityJuly 3, 202611 min read
How to Monitor Your Brand's Mentions in AI Answers: A Complete 2026 Guide
AI VisibilityJuly 3, 202612 min read
Engine mechanics
How each engine retrieves, cites, and answers, measured run by run.
AI Mode vs AI Overviews: The Difference and How to Track Both
AI VisibilityJuly 16, 20266 min read
Does ChatGPT Give Everyone the Same Answer? We Ran 240 Prompts to Find Out
AI VisibilityJuly 13, 20266 min read
Does ChatGPT Cite Sources? What It Shows, Hides and Makes Up
AI VisibilityJuly 13, 20267 min read
How to Get Your Brand Mentioned in Perplexity
AI SearchJuly 2, 20267 min read
Tool comparisons and pricing data
Verified pricing and coverage across the AI visibility category.
The 8 Best AI Visibility Tools to Win AI Search in 2026
Tool ComparisonsJuly 3, 202610 min read
AI Visibility Software Pricing: What the Tools Cost in 2026
Tool ComparisonsJuly 6, 20268 min read
The 9 Best AI Brand Monitoring Tools for 2026
Tool ComparisonsJuly 2, 202611 min read
Brand Monitoring Software Cost: Priced Against What You Get
AI VisibilityJuly 16, 20266 min read
All research
167 articles
SEO Optimization Software in 2026: A Buyer's Map of the Seven Categories
Tool Comparisons8 min read
AI Search Visibility: How to Actually Put a Number on It
AI Visibility8 min read
AI SEO Software: The Category Map (5 Product Types, Not One)
Tool Comparisons8 min read
Free AI SEO Tools: What the Free Tier Actually Buys You
Tool Comparisons8 min read
AEO Services: What You Are Actually Buying, Line by Line
Strategy8 min read
The Most Accurate AI Visibility Metrics Software: How to Judge Sampling, Not Screenshots
Data & Research8 min read
How to Hire an AI SEO Agency: Pricing, Deliverables and the Questions That Expose a Rebrand
Strategy8 min read
GEO Agency or In-House? The Build-Versus-Buy Cost Model
Strategy8 min read
How to Run an AI Visibility Audit: A Step-by-Step Procedure
AI Visibility8 min read
GEO Audit Checklist: 12 Checks for Generative Engine Readiness
Technical8 min read
llms.txt Examples, Format Spec and Generators: A Developer's Reference
Technical8 min read
GPTBot: What It Is, How to Block It, and How to Verify It
Technical8 min read
AI Traffic Analytics: How to Track AI Referrals in GA4
Technical8 min read
AI SEO Tools for Small Business: What to Buy, in What Order
Strategy8 min read
AI Overviews Ads: What Is Confirmed, What Is Not, and What It Changes
AI Search8 min read
AEO Strategy: How to Optimise for Answer Engines With Measured Results
AI Visibility7 min read
How to Rank in ChatGPT, AI Overviews and Perplexity
AI Visibility7 min read
Brand Monitoring Software Cost: Priced Against What You Get
AI Visibility6 min read
AI Brand Monitoring Service Cost: Budget by Company Size
AI Visibility6 min read
The Best Meltwater Alternatives for AI Search Monitoring
AI Visibility8 min read
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