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Coming Soon

Estimate Calibration

Tighten the bands to reality

The power-law fusion nails ordering but overshoots absolute numbers on brand/direct-heavy sites. Calibration anchors the model against ~50 domains with known SimilarWeb figures, fitting per-category coefficients so the estimate band lands inside a believable range instead of 3-5x high.

The vision

The power-law fusion nails ordering but overshoots absolute numbers on brand/direct-heavy sites. Calibration anchors the model against ~50 domains with known SimilarWeb figures, fitting per-category coefficients so the estimate band lands inside a believable range instead of 3-5x high.

What's shipped

No production work has shipped yet.

What's left

The full implementation is still on the roadmap.

Why this matters

This module matters because it advances the Recom vision in a concrete, inspectable way.

Internal strategy page. Keep this honest as the build changes.