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8 min read
Which Types of Domains Get Cited Most by AI Search?
Which domain categories AI engines cite most, why studies report such different numbers, and how the ranking changes by platform, industry and brand size.
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How to Do Prompt Research to Find AI Visibility Gaps
A repeatable prompt research workflow built on free data sources, with a filled-in deliverable showing the prompts where AI engines answer without citing you.
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How to Identify Content Gaps Using AI Search Data
Find the questions AI engines answer without citing you, with a repeatable method built on ChatGPT, Perplexity and Gemini answer data.
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How to Compare Your AI Visibility Against Competitors
A repeatable method to benchmark AI visibility against competitors: a locked prompt set, enough runs to beat variance, and metrics that compare across tools.
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What Content Gets Competitors Cited by AI (and Not You)
Identify the content formats and topic choices that earn competitors AI citations, and a costed plan to close the gap without risky tactics.
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Original Data Increases AI Citation Odds, Within Limits
Original data does raise AI citation odds, but only once it clears a rigor bar, is structured correctly, and its cost and legal risk are worth taking on.
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Why Your Brand Gets Zero Mentions in ChatGPT
Diagnose why ChatGPT never mentions your brand: rule out false zeros first, then fix the four real causes in order, from crawler access to entity footprint.
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How to Build a Client Report for AI Visibility
Build a monthly AI visibility client report: sections, metrics, a locked prompt set, a filled-in example, and how to handle conflicting tool numbers.
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How an AI Mention Differs From an AI Citation
Understand what separates a brand mention from a citation in AI answers, why they diverge by engine, and how to measure each.
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What Share of Answer Means in AI Search and How to Calculate It
Define share of answer, see how it relates to share of voice in AI search, and calculate both with a formula that survives run-to-run variance.
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