101 articles · Page 7 of 9
AI Search Reporting: Dashboard Setup
How to design an AI search reporting dashboard that tracks citation share, AI referral traffic, and content readiness across ChatGPT, Perplexity, and AI Overviews.
AI Search Revenue Attribution Framework
A six-layer framework for attributing revenue from AI search citations using referrer capture, multi-touch modeling, brand lift, MMM, and incrementality.
Content Pruning Framework for AI Search: When to Delete vs Refresh
Content pruning framework for AI search: a decision tree for deleting, redirecting, or refreshing low-citation pages without losing AI authority.
GEO Board Reporting Template
GEO board reporting template: a 12-slide quarterly structure covering AI search visibility, citation share, pipeline impact, and risk signals.
GEO Content Investment Tier Framework
A 3-tier framework for allocating GEO content budget by AI citation potential — Tier 1 canonical anchors, Tier 2 cluster spokes, Tier 3 supporting depth.
GEO Content Prioritization Framework: What to Write, Refresh, or Retire Next
A 4-axis scoring framework for prioritizing GEO content investments: citation upside, query volume, decay risk, and competitive gap, with weighting templates by org type.
GEO ROI framework: how to link AI visibility to pipeline impact
A 5-layer framework that translates AI citations into pipeline impact, with formulas, assumptions, and a reporting model that survives imperfect attribution.
GEO Sprint Velocity Measurement Framework
GEO sprint velocity measurement framework: convert story points into citation-yield-per-point, track lift per sprint, and benchmark throughput per engineer.
GEO Strategic Positioning Framework
GEO strategic positioning framework: a four-quadrant model (defend, attack, harvest, divest) for prioritizing AI-search content portfolio decisions.
GEO Vendor Selection Checklist: How to Evaluate AI Visibility Platforms
GEO vendor selection checklist with 25 questions to evaluate AI visibility platforms on coverage, prompt logic, citation tracking, contracting, and ROI.
Programmatic GEO: When to Scale Content with Templates (and Governance)
A framework for programmatic GEO: when templated content earns AI citations, what governance prevents thin output, and how to QA at scale across ChatGPT, Perplexity, and Google AI Overviews.
ChatGPT Atlas Browser Discoverability Specification
Technical specification for making sites discoverable to ChatGPT Atlas browser: user-agent behavior, fetch semantics, robots.txt directives Atlas honors, and citation eligibility rules.