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Documentation

Help Centre

Transparent methodology guides for every metric on the platform. Understand exactly how we measure, score, and alert.

GEO Score Methodology

Core

How we compute your AI visibility score across four weighted pillars: Visibility, Sentiment, Citation Rate, and Position.

Attribution Reconciliation

F1

How we connect AI platform citations to real traffic in Google Analytics, and what the attribution confidence scores mean.

Page Staleness & Content Freshness

F2

How we score content freshness using page age, GSC impression trends, and AI citability signals, plus how the weekly digest works.

Brand Sentiment Monitoring

F3

How we classify sentiment across five aspects (quality, price, trust, support, ethics), cluster themes, and trigger alerts.

Brand Lift Index

F4

How we measure statistically significant movement in brand visibility using Wilson intervals, EWMA smoothing, and CUSUM change detection.