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.
Featured research
The reports with the most charts, tables and screenshots.
The 15 Best AI Rank Trackers for 2026, Scored, Plus the Best ChatGPT Rank Tracker
AI VisibilityAugust 12, 202632 min read
Semrush AI Visibility Toolkit Review: A Big Prompt Database Behind a Small Tracker
AI VisibilityJune 29, 202614 min read
10 Best AI Search Engines in 2026 (Tested and Compared)
AI SearchJune 12, 202615 min read
Rankscale Review (2026): 17+ AI Engines, Priced by Credit
Tool ComparisonsOctober 15, 202610 min read
Start here: AEO fundamentals
The core concepts and the measurement discipline behind AI visibility.
AEO Strategy: How to Optimize 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.
12 Best AI Visibility Tools, Scored on Engines and Price (October 2026)
Tool ComparisonsJuly 3, 202612 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
235 articles
Generative Engine Optimization Marketing: No New Budget Needed
Strategy7 min read
AEO Checker: Get Your Free AI Visibility Score in 60 Seconds
Tools7 min read
Recommended GEO Software: We Scored 7 Tools on Data Quality
Tools7 min read
AI Content Engine: Create Citable Facts, Not Just Raw Articles
Strategy6 min read
AI Overview Checker: Find Your True Citation Rate
Tools6 min read
Profound for GEO: What It Misses & Why That Matters
Comparisons7 min read
ChatGPT Product Feed: The Fields That Win Recommendations
Guides7 min read
Does ChatGPT Use Bing? Yes. Your Bing Rank Is Now Critical
Strategy6 min read
Rank in Google AI Mode: The New Signals to Win Clicks
Strategy7 min read
The New Autoblogging: A Workflow to Get Cited by AI (Not Ignored)
Strategy6 min read
Track AI Overview Traffic: The Proxy Method That Actually Works
Guides7 min read
Shopify llms.txt: Why Structured Data Wins Recommendations
Guides8 min read
Searchable AI Review (2026): $125 Start, 3 Engines Included
Tool Comparisons11 min read
SEO Prompts for ChatGPT: 12 Audits That Reveal If You're Recommended
Strategy6 min read
Rankscale Review (2026): 17+ AI Engines, Priced by Credit
Tool Comparisons10 min read
AirOps Review (2026): Who It Fits and What It Leaves Out
Tool Comparisons11 min read
Are AI Overviews Accurate? Why Volatility Is the Real Issue
Data6 min read
GEO Course: Learn Free, Invest in Tools
Strategy7 min read
Claude Code for SEO: Generate Data That Gets You Cited
Strategy7 min read
How to Rank in AI Search: A 6-Week Plan to Become a Source
Strategy7 min read
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