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SIQA Editorial Team

AI Visibility Research Team

The SIQA Editorial Team writes about AI visibility, Generative Engine Optimization, and the future of search.

Posts by SIQA Editorial Team

4 min

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.

5 min

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.

4 min

The B2B SaaS AI Visibility Playbook

A 90-day plan for B2B SaaS teams whose buyers now ask AI instead of searching — what to fix first, what to …

4 min

AI Visibility KPIs Every CMO Should Track

Six metrics that make AI visibility reportable to a board — what each one measures, how to collect it, and which vanity …

4 min

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.

4 min

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 …

4 min

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 …

5 min

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 …

4 min

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 …

4 min

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.