Decision science

Advanced analytics

Move beyond scorekeeping to see modeled expectations, investment trade-offs, geographic concentration, and the operating rhythms behind performance.

Data through Jun 30, 2026

Analysis scope

Every view below responds to the same period, site, and objective.

Date range
Modeled weekly views include complete seven-day periods only, keeping boundary weeks from distorting the signal.

Model strength

Explained variation

47.7%

Model depth

Complete campaign-weeks

4,992

Positive signal

Outperforming weeks

2,094

Recoverable value

Modeled opportunity

$25,513,341

Response model

Investment versus attributed outcome

Each point is a complete campaign-week. The dashed line is the portfolio expectation; green signals clear outperformance and amber marks recoverable opportunity.

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Portfolio choices

Where to scale, optimize, or reassess

Efficiency runs left to right, conversion volume runs bottom to top, and bubble area represents investment. Median guides turn the portfolio into four action zones.

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Market footprint

Value concentration by location

Bubble area represents attributed value; amber-to-green shading tracks return on ad spend. Use the map to spot concentration risk and whitespace.

Operating rhythm

When each channel over- or under-indexes

Cells show click-response lift versus that channel’s own baseline, separating true timing effects from differences in channel scale.

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Priority queue

Largest gaps to modeled value

Start with campaign-weeks where observed value fell furthest below the portfolio expectation.

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