GEO Blog | generative.qa - AI Search Visibility Insights
Insights on Generative Engine Optimization - how AI search engines work, how to get cited, and how to build AI visibility for your startup.

State of GEO 2026: We Tested 10,000 Prompts Across 6 AI Engines
The 2026 State of Generative Engine Optimization benchmark - results from 10,000 prompts across ChatGPT, Perplexity, …

The Complete Guide to Generative Engine Optimization (2026)
The definitive guide to GEO - what it is, why it matters, how it differs from SEO, and a step-by-step framework for …

ChatGPT Recommends Your Competitor. Here's Why (And How to Fix It).
A practical guide for startup founders who discovered their competitor shows up in ChatGPT and they don't - the 5 …

GEO vs. SEO: What's Actually Different (And What Still Matters)
A clear comparison of GEO and SEO - what carries over, what's new, what's deprecated, and how to allocate budget between …

How to Implement llms.txt: The New robots.txt for AI Search Engines
A technical implementation guide for llms.txt - what it is, why it matters for AI crawler optimization, the …

We Tested 1,000 Prompts Across 5 AI Engines. Here's What Gets Cited.
Original research - 1,000 commercial-intent prompts across ChatGPT, Perplexity, Gemini, Claude, and Copilot. Analysis of …

The 8 GEO Metrics Every Startup Should Track
Define and measure the 8 core GEO metrics: AI Visibility Score, Citation Frequency, Recommendation Rate, Brand Accuracy, …

Schema Markup That Makes AI Engines Cite You (Complete Guide)
A technical guide to implementing Schema.org structured data optimized for AI engine citation - Organization, Product, …

How to Audit Your AI Search Visibility in 30 Minutes (Free)
A step-by-step guide to running a basic AI visibility audit using free tools - 10 prompts, a scoring template, and …