Among the highest parcel tax margins in California — and every door, phone call, and house party was driven by precinct-level data.
The campaign
School parcel taxes live and die on turnout among your best supporters. In a community like Lafayette, that means knowing exactly which precincts to prioritize, which doors to knock, and which neighbors to activate — before a single volunteer takes the field.
VoterForce mapped 30,000 voters across 22 precincts and five Lafayette schools, building a precision targeting layer that drove every aspect of the campaign: who got called, which doors got knocked, where social media ran, where house parties were hosted, and where signs got planted. Every decision came from the same data layer — no wasted effort, no guesswork, no siloed operations.
Measure H passed with 75% of the vote across all precincts. One operation. One data layer. One of the strongest parcel tax performances in California.
How it worked
Each component of the campaign ran off the same precinct targeting layer — so the canvassers, the phone bankers, the digital team, and the sign crew were all working the same universe, not five separate lists.
Mapped 30,000 voters against five school boundaries to identify the highest-propensity supporters in each precinct — the base data layer everything else was built on.
Sign placement driven by precinct data — not requests. High-visibility streets and supporter clusters in priority precincts, delivering earned visibility where it moved voters.
Supporter density maps identified the right hosts in the right neighborhoods — turning neighbor-to-neighbor energy into structured precinct-level volunteer activation.
Volunteers claimed their own turf and walked it from any phone — pick an address, pull a live walk list from the precinct layer, log each door. No coordinator, no printed packets.



Precinct boundaries converted into Facebook and Instagram geofences — with separate creative for families and seniors, so every priority household saw the message built for them.


Measure H passed across all 22 precincts. Every component of the field, digital, and organizing operation ran off the same precinct data layer — and it showed on election night.
See the live tool
The live canvassing app is still up. Click in, explore the precinct targeting layer, and see what a VoterForce field operation looks like in practice.
Open the walk app → Or reach out at voterforce.ai to talk about your campaign