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.

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 …