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Intelligence & targeting

The intelligence suite is how analysts and coordinators turn a scored roll into a targeted universe — the specific set of doors worth knocking this week. Every view here reads the same scores and predictions; they just slice them differently.

The Voters view is the searchable, filterable table of the roll. Search by name, filter by tier, party, precinct, score range, or prediction, and open any voter for their full record: registration history, vote history by election, computed score, and predicted turnout / R-ballot / R-lean.

It’s the workbench for hand-building a universe: filter down to the set you want, then create a route or campaign audience from the result.

The Voters workbench: a filterable table of the roll with score, tier, and prediction columns. Name and address columns are blurred for privacy.

The voters workbench — name and address details blurred for privacy.

ViewWhat it mapsRead it for
Turnout heatmapPredicted/historical turnout density by geographyWhere the reliable voters are.
Engagement heatmapEngagement-tier distribution by areaWhere the persuadable middle (Warm tier) clusters.

Heatmaps answer “where do I spend the next shift” at a glance, before you ever open the voters table.

The Drop-off detector surfaces voters whose participation has declined — people who used to vote and have gone quiet. These are often the highest-leverage GOTV targets: already-registered, previously-engaged, and just needing a nudge.

R-lean ranks voters by the general-election Republican-alignment soft score from the prediction models. Combine it with turnout to cut classic universes — for example, “likely R-ballot, low turnout” is the prime GOTV cut.

The Coverage view flips the question from “who should we knock” to “who have we missed.” It shows how much of the targeted universe is already covered by existing routes and where the gaps are, so you don’t double-book a friendly street while a neighboring one goes untouched.

The Coverage view: a per-precinct table showing voters, doors contacted, contact rate, expected ballots, and an under-contacted flag.