AEO & GEO Research & Insights
Stay ahead of the curve. Learn the mathematical and semantic mechanics of getting cited by LLMs.

How to Fix AI Brand Hallucinations & Inaccurate Citations (2026)
A step-by-step technical guide to correcting false brand data, hallucinated pricing, and outdated feature claims across ChatGPT, Perplexity, and Google AI.
GEO for B2B SaaS: How Software Brands Win AI Search Recommendations
Learn how B2B SaaS companies use Generative Engine Optimization (GEO) to get recommended on ChatGPT, Perplexity, and Google AI Overviews.

How to Optimize for ChatGPT Search: Complete 2026 Guide
Discover the ranking factors, content structures, and technical signals required to get your brand cited and recommended in ChatGPT Search results.
What is llms.txt? The Machine-Readable Standard for AI Search
Understand the emerging llms.txt file standard, why LLMs prioritize machine-readable directories, and how to deploy one for your website.
Google AI Overviews: The Definitive Ranking & Optimization Guide
Discover how Google AI Overviews select sources, how query fan-out impacts traffic, and how to optimize your content for Google's Gemini-powered search.
How to Optimize for Perplexity AI: The Definitive GEO Guide (2026)
Learn the exact ranking factors and content structures required to get your brand cited as a primary source in Perplexity AI search results.
GEO vs SEO: Why Your Business Needs Both in 2026
Search Engine Optimization (SEO) gets you found on Google. Generative Engine Optimization (GEO) gets you recommended by ChatGPT. Learn why you need both.
What is AEO? Answer Engine Optimization Explained
Answer Engine Optimization (AEO) is the future of digital visibility. Learn how to structure your content so AI assistants like ChatGPT and Google AI Overview cite your brand.
What is GEO? Complete Guide to Generative Engine Optimization (2026)
Learn how Generative Engine Optimization (GEO) helps modern brands and growing businesses get recommended by AI platforms like ChatGPT, Perplexity, and Google AI Overviews.