Mar 28, 2026
Generative Engine Optimization vs SEO
Generative engine optimization vs SEO explained as retrieval vs reuse, with a practical model for teams that need rankings, citations, and attribution.
Read articlePractical guides for AI visibility.
Clear playbooks for teams trying to get found, cited, and recommended in AI answers.
Mar 23, 2026
How to Measure Citation Attribution Confidence
Learn a page-level way to measure citation attribution confidence so you can stop guessing which content changes worked.
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Mar 23, 2026
How to Set Up Page-Level AI Citation Tracking
A step-by-step workflow to instrument crawler access, citation detection, and AI-origin visits with page-level attribution.
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Mar 23, 2026
Semrush vs Inflect for AI Citations
A comparison of Semrush and Inflect for AI citation tracking and page-level attribution.
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Mar 21, 2026
How to Measure LLM Visibility
A practical guide to measuring LLM visibility across crawl activity, citations, AI-origin traffic, and attribution.
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Mar 21, 2026
How to Optimize Content for AI Search
A practical workflow for optimizing existing pages so AI search systems can retrieve, cite, and send traffic from them.
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Mar 20, 2026
What Is Generative Engine Optimization? How GEO Works
A plain-English guide to GEO: what it is, how it differs from SEO, what makes content citable, and how to measure AI-origin traffic.
Read articleJan 13, 2026
Attribution Protocol: Multi-Signal Citation Resolution (v2.6)
How Inflect v2.6 treats attribution as a cross-validated inference system, using multiple independent signals to accurately match citations to optimizations through consensus rather than single-signal dominance.
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