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AI Visibility Glossary: 30 Terms Defined
Plain-language definitions for AEO, GEO, Share of Answer, grounding, RAG, llms.txt, entity disambiguation, and the rest of the AI search vocabulary.
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Research, guides, and case studies on AI Visibility, Generative Engine Optimization, and the methodology behind Share of Answer.
How to Choose an AI Brand Monitoring Tool
Eleven questions to ask any AI visibility vendor — covering methodology, model coverage, prompt bias, and whether the numbers are actually reproducible.
The B2B SaaS AI Visibility Playbook
A 90-day plan for B2B SaaS teams whose buyers now ask AI instead of searching — what to …
AI Visibility KPIs Every CMO Should Track
Six metrics that make AI visibility reportable to a board — what each one measures, how to collect …
E-E-A-T in the AI Era: What Still Matters
Experience, Expertise, Authoritativeness and Trust were built for human raters. Here's how each one translates into signals AI systems can actually detect.
Entity SEO: How to Become a Brand AI Recognises
AI systems reason about entities, not keywords. Learn how to establish an unambiguous brand entity so assistants describe you correctly and cite …
How to Measure AI Referral Traffic in GA4
AI assistants send traffic that GA4 buries in Referral or Direct. Here's how to isolate it, build a working report, and understand …
How to Structure Content So AI Can Quote It
AI systems cite passages, not pages. Learn the passage-level structure that makes content extractable — and the writing habits that make it …
How to Get Cited by Perplexity
Perplexity cites its sources on every answer, which makes it the most measurable AI surface there is. Here's what earns a citation …
How to Appear in Google AI Overviews
What Google AI Overviews draw from, why strong rankings alone don't get you included, and the content structure that earns inclusion.
Why Your Competitor Gets Cited by AI and You Don't
Six reasons AI assistants recommend your competitor instead of you — and what to change first. Based on patterns that repeat across …
How to Run an AI Visibility Audit in One Week
A five-day audit plan to find out whether AI assistants recommend your brand, why they don't, and which fixes to prioritise first.