Site Audit
SEO audit of every page: topical focus, drift from section centroid, near-duplicate detection, and consolidation candidates.
siteFocusScore
—
1.0 = laser focused
siteRadius
—
lower = tighter spread
Outlier pages
—
refocus or remove
Near-duplicates
—
merge candidates
Semantic Scatterplot
Each dot is a page. 2D UMAP projection of content embeddings. Hover for details, click to open, drag to select.
Color by:
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Weakest sections (lowest cohesion)
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Top 50 outliers (highest drift)
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Top duplicate pairs (merge candidates)
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How to read: the scatterplot shows topical clustering of every page. Tightly-packed dots = similar content. Pages in the Drift view colored orange/red are furthest from their section centroid — these are your refocus or removal candidates. The Outliers + duplicates view highlights pages flagged as off-topic (orange) or near-duplicate (red ring).