Threshold FAQ: AI-Powered Campaign Organizing

Threshold is an AI-powered organizing platform for Democratic campaigns, organizers, and volunteers. It turns voter data, volunteer relationships, events, lists, and outreach conversations into organized action — and into reportable data a campaign can actually use.

Campaigns are won by maximizing finite time and finite resources. Threshold uses cutting-edge AI, voter-file matching, and CRM technology to eliminate busywork so organizers spend more time moving people and less time cleaning data.

Threshold helps campaigns find voters, organize volunteers, manage relational contacts, scan paper forms, match people to the voter file, coach outreach, create events, send reminders, cut turf, track outcomes, and export clean data.

The most persuasive messenger is someone voters already trust. Volunteers already have relationships with friends, neighbors, coworkers, family, and community contacts. Threshold turns those trusted relationships into structured, measurable outreach.

Threshold combines relational organizing, voter-file matching, canvassing, events, messaging, reporting, AI coaching, and CRM workflows in one modern stack. It is built for how campaigns actually operate: fast, distributed, volunteer-heavy, and resource-constrained.

It means Threshold is not just a contact list. It gives campaigns the infrastructure to onboard unlimited volunteers, collect relationship-based contacts, match those contacts to voter records, prioritize follow-up, log outcomes, and report progress across regions, teams, and programs.

Threshold combines name similarity, phonetic matching, address context, alternate spellings, voter-file lookup, survey data, and AI re-ranking to produce cleaner, more accurate matches — moving from messy human inputs to confident, usable voter records.

Paper to Voter File turns messy handwritten names, addresses, survey responses, petitions, and sign-up sheets into clean campaign data. Instead of hours of manual entry, organizers scan paper and review structured results.

Threshold's patent-pending OCR and AI pipeline reads messy handwriting and matches records quickly — often in under 10 seconds, depending on the workflow and data quality.

AI Coach helps every volunteer make the right ask, with guidance based on campaign priorities, voter-file context, and existing relationships. It can suggest who to follow up with, draft scripts, explain workflows, log conversations, and turn plain-English notes into structured campaign data.

Yes. Volunteers can describe what happened in a conversation, and AI Coach helps log the outcome, notes, survey responses, activist codes, and next steps.

SmartTurf is Threshold's coming-soon list-building and turf-cutting product. It lets organizers target voters, build universes, analyze lists, and cut walkable turf dramatically faster than legacy tools.

Organizers will ask for lists in natural language, save voter universes, analyze counts and geography, and cut walkable packets — for example, "Cut 40 walkable turfs near Cambridge for high-priority voters."

SmartTurf is designed to cut and deploy turf up to 20x faster by combining AI, geocoding, voter-file data, saved lists, and a campaign CRM built for modern field programs.

Yes. Threshold supports door-to-door canvassing, relational outreach, and hybrid workflows where volunteers talk to neighbors, friends, and targeted voters without jumping between disconnected tools.

Yes. Threshold has native iOS and Android apps so volunteers and organizers can work in the field, not just from a desktop dashboard.

Voter-file search and matching, relational contact management, SmartTurf list and turf cutting, survey collection, door-to-door canvassing, events with RSVPs and reminders, action plans, team chat, messaging, push notifications, leaderboards, outreach scripts, CSV import, VAN-ready export, role-based access control, and campaign branding.

Admins manage users, roles, product access, campaign settings, AI Coach guidance, survey questions, activist codes, target universes, exports, integrations, messaging, reporting, and audit activity.

Yes. Threshold supports CSV exports and VAN-ready workflows, including matched voter details, outreach outcomes, survey responses, activist codes, notes, contact dates, and volunteer attribution.

Threshold's Events Platform helps campaigns create event pages, collect RSVPs, manage guests, send reminders, and connect event engagement back into the broader organizing program.

Large campaigns, regional civic engagement programs, local races, organizers, volunteers, and data teams that need premium organizing performance without bloated tooling or per-user pricing.

Threshold uses grassroots pricing: no per-user fees, no per-response fees, no setup costs, and unlimited volunteers. It is designed to scale at a price campaigns can afford.