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E-E-A-T Framework for AI Search
Apply E-E-A-T (Experience, Expertise, Authority, Trust) to GEO: content cues, author credentials, and trust patterns AI engines reward.
GEO Citation Acceleration Tactics
Tactics to accelerate AI citation acquisition: digital PR seeding, Wikipedia/Wikidata entity work, listicle inclusion, recrawl forcing, and time-to-citation measurement.
GEO Citation Attribution Models
Apply marketing attribution models (first-touch, last-touch, U-shape, W-shape, time-decay) to GEO citation data so AI search investment is connected to revenue.
GEO Citation Decay Tracking Framework
Framework for tracking AI citation decay per citation: half-life curves, decay-rate signals, refresh-trigger thresholds, and a refresh vs. revive vs. retire decision tree.
GEO Citation Quality Score Framework
GEO citation quality score: 0-100 composite metric weighting source authority, citation context, and answer prominence per AI engine.
GEO Citation Share-of-Voice Measurement
Methodology framework for AI citation share-of-voice measurement: prompt-set construction, per-engine sampling, weighting, competitor cohorts, cadence, and confidence intervals.
GEO Citation Velocity Framework
GEO citation velocity framework: a measurable model for how fast pages earn AI citations, by engine and content type, with benchmarks and instrumentation.
GEO Citation Volatility Tracking
SRE-style framework for AI citation volatility: rolling variance metrics, alerting thresholds, root-cause taxonomy, and a triage runbook for citation swings.
GEO Competitive Intelligence Framework: Tracking AI Citation Gaps
A framework for tracking competitor citation share, content gaps, and AI-engine positioning to inform GEO strategy investment decisions.
Canonical versioning framework for GEO content
A canonical versioning framework for GEO content: how to ship v1, v2, and annual refreshes without losing AI citation equity to broken redirects or schema drift.
GEO Content Refresh Cadence Framework
A cadence framework for refreshing AI-cited content: refresh intervals by content type, refresh triggers, recrawl tactics, and citation retention measurement.
GEO content team handoff framework
GEO content team handoff framework: a 5-gate workflow (research → writer → editor → schema review → publisher) with explicit entry and exit criteria for AI-citable content.