GEO
How ChatGPT Selects Brand Images in Visual Answers
A proposed framework for investigating image selection, metadata, and source attribution in AI answers.
2 min readIdeas / experiments / insights
Blog.
Technical articles, research observations, and practical guides about SEO, AEO, GEO, and AI search.
5 articles
AEO
From Rankings to Citations: Measuring AI Search Visibility
A practical measurement plan for mentions, citations, and brand visibility across AI platforms.
2 min readSEO
Understanding Query Fan-Out in AI Search
A research checklist for exploring how broader questions can branch into smaller information needs.
1 min readSEO
Technical SEO for AI Crawlers
A baseline checklist for making published content accessible, readable, and easy to inspect.
1 min readAgentic AI
Building a Repeatable AI Research Workflow
A small, reviewable workflow for organizing prompts and preserving observations.
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