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145 posts

A 4-step framework for SEO and GEO: split teams or merge?
Content

A 4-step framework for SEO and GEO: split teams or merge?

SEO and GEO work best on one content quality foundation. Whether to split or merge teams, a 4-step framework, why unified plans fail, and one shared metric.

SEO and GEO top spots: high rankings, missing in AI answers
Content

SEO and GEO top spots: high rankings, missing in AI answers

Reaching the top now covers how AI answers mention you, not just rankings. What changed, how to manage both tops, and why competitor comparison matters.

SEO and GEO metrics: 5 GEO KPIs and reading mixed signals
Analysis

SEO and GEO metrics: 5 GEO KPIs and reading mixed signals

Tracking SEO and GEO metrics separately can mislead you in AI search. The 5 core GEO metrics, and how to read them when they disagree with SEO metrics.

Which Brands Do AI Search Engines Mention? A Benchmark
Papers

Which Brands Do AI Search Engines Mention? A Benchmark

A large-scale GEO benchmark of brand visibility across five AI engines: how size and awareness matter, how engines differ, and where citations come from.

SEO and GEO keyword strategy in 7 steps
Content

SEO and GEO keyword strategy in 7 steps

A 7-step keyword strategy that goes past research to diagnosis, topic clusters, gap analysis, and validation, and finds SEO and AI search gaps together.

SEO basics in the AI search era: what changed?
Content

SEO basics in the AI search era: what changed?

Search intent, E-E-A-T, and technical basics still hold in AI search. What changed in on-page, off-page, and technical SEO, and how SEO leads into GEO.

Schema Markup Guide: Article, FAQ, HowTo JSON-LD for Blogs
Content

Schema Markup Guide: Article, FAQ, HowTo JSON-LD for Blogs

Schema markup is structured data that tells search engines what your content means. When to use Article, FAQ, or HowTo, and how to test your JSON-LD code.

Does schema markup increase AI citations?
Content

Does schema markup increase AI citations?

Schema markup isn't a lever for AI citations; it's hygiene for indexability and data consistency. Why JSON-LD that disagrees with your page is a problem.

Defending Against RAG Hallucinations: Types and Limits
TRAIL Labs

Defending Against RAG Hallucinations: Types and Limits

RAG retrieves outside documents to ground answers, yet hallucinations still arise in retrieval and generation. Types, defenses, and limits of automated checks.

Prompt Tracking: How to Monitor AI Search Citations
Analysis

Prompt Tracking: How to Monitor AI Search Citations

Prompt tracking means regularly asking AI platforms questions to see if they cite your brand. How it differs from rank tracking, prompt design, and cadence.