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Core Web Vitals (INP-aware)
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Topical authority map
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SERP flux history
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How flux detection works
A CTR-weighted volatility index is compared against a rolling baseline using a median-absolute-deviation z-score, plus a CUSUM change-point test for sustained drift. Anomalies raise an alert - the signature of a core algorithm update.
Volatility indexΣ wᵢ·|Δposᵢ| / Σ wᵢ, wᵢ = 1/log₂(pos+2)
Anomaly test|z| ≥ 3 or CUSUM > 4σ
Predictive traffic & ROI
Run a forecast
AI visibility sweep
Citation readiness
Crawl first
Independent authority graph
Semantic gap analysis
Pre-publish SERP simulator
Indexing
Promotion kit
Autonomous self-healing
Detects issues, generates fixes, validates them in a sandbox, and (optionally) deploys through a CMS adapter. Nothing is deployed unless you enable auto-apply or approve a proposal.