AI Search Optimization
insights
Research, guides, and practical playbooks for understanding how brands appear in ChatGPT, Gemini, Claude, and other AI answer engines.
GEO vs SEO: what changes when answers replace links
GEO and SEO share a foundation and optimize for opposite outcomes: a ranked list and a click versus a single synthesized answer and a citation. A side-by-side comparison of goals, mechanics, metrics, and tactics, plus what carries over and what doesn't.
Answer Engine Optimization (AEO) strategy
A step-by-step AEO strategy: structure content so answer engines can extract a clean, attributable answer and credit you. Map the questions, structure for extraction, earn trust, and measure the answers you win across ChatGPT, Gemini, Claude, and Perplexity.
Fan-out and prompt tracking, benchmarked: Profound vs. Peec vs. Scrunch vs. Ahrefs vs. Semrush
A first-party benchmark of how five AEO tools handle query fan-out and prompt tracking - what each names it, real vs. synthetic, cadence, model coverage, and where the documentation conflicts. With dashboard screenshots from Profound and Peec AI.
How to Measure Brand Visibility in ChatGPT: A Complete Guide for 2026
A step-by-step framework to measure how often your brand appears in AI answers, benchmark against competitors, and track visibility over time.
Should Marketers Publish YouTube Videos to Teach ChatGPT About Them?
We analyzed how YouTube content influences AI answers - and when it actually helps your brand get mentioned.
Understanding Search Intent in ChatGPT vs Google
Why AI prompts read more like conversations than keywords - and how to map intents back to the content you publish.
Common Mistakes Brands Make in AI Search Optimization
The recurring mistakes that keep brands invisible in AI answers - and the cleaner playbook that beats them.
AI Search Optimization: A Playbook for Digital Visibility
The end-to-end AI search optimization playbook - from prompt discovery to schema, content, and reporting.
Mastering AI Search Traffic
What changes when AI bots, not Google, are the primary readers of your content - and how to adapt without breaking SEO.