The geography & demographics layer for the platform you're building

Everyone reaches for ArcGIS, Mapbox, or NGP/VAN because there is no good 'just the primitives' layer for U.S. political geography. We are that layer. Versioned House districts (113th–119th Congresses), 163K NYT 2024 precincts with results baked in, 84K Census tracts with 58 ACS variables pre-aggregated, area-weighted demographics on any custom boundary, server-side static map renders, citable embed iframes. Wire it into your canvas app, your CRM, your candidate-recruitment platform, your mutual-aid network. Your members' data stays in your workspace.

What it looks like

A typical workflow for grassroots organizing platforms & campaign tooling teams. Each line is one operation; together they take a few minutes and produce a published map plus a downloadable dataset.

# "Map our Q3 donor density by congressional district."

mcp.call("bulk_match_addresses", {
  records: donors,
  collection: "us-cd119",            // 119th-Congress districts
  version: "tiger-2024",             // Census 2024 boundary edition
})
  → 12,847 of 13,001 geocoded · each row joined to its containing congressional district

mcp.call("ingest_dataset", {
  slug: "q3-donor-counts",
  records: aggregateByDistrict(matched),
})

mcp.call("create_report", {
  slug: "q3-donor-density", public: true,
  config: {
    collection: "us-cd119", version: "tiger-2024",
    datasets: [{
      slug: "q3-donor-counts", field: "donors_per_capita",
      palette: "sequential",
      classify: { method: "quantile", bins: 7 },
    }],
  },
})
  → /v/q3-donor-density   embeddable iframe · PNG · spreadsheet download

mcp.call("describe_report", { slug: "q3-donor-density" })
  → "Donor density concentrates in the I-95 corridor. The top quintile of
     congressional districts by median income contains 41% of donors..."

What you can build

• Persuasion-universe builder for your members — One query_precincts call with state + margin + demographic filters returns the result_set your platform exposes as a clickable map. Members add precincts to their walk list with a button.
• Custom organizer turfs (no NGP licensing fee) — create_region_group lets each org draw its own organizer hierarchy — captain per ZIP, organizer per 3 precincts. Demographics + results auto-aggregate up the tree.
• Walk-list demographics in your canvas app — bulk_demographics_for_addresses geocodes 10,000 doors in one call and returns median HHI, poverty rate, language, commute mode per address. Pipe it into your mobile canvasser experience.
• Embedded address-cards on every contact view — evaluate_site returns 8 administrative layers (state → precinct) + 58 demographic variables for any U.S. address. Drop it into your CRM's contact detail page or your texting tool's recipient profile.
• Citable maps for your campaign-site CMS — create_report → publish_map produces a /v/<slug> URL with iframe embed, static PNG, citation.json with provenance. Freeze a snapshot at publish time so old links never break.
• Donor density + persuasion overlap — Score your own donor file against a query_precincts result_set to find the persuadable-and-fundable precincts. The finance committee briefing writes itself.
• Bills you can pass given who lives where — rent_burden_pct_gte + state_in returns the housing-stressed precincts in a legislator's district. Hand the candidate the local policy ask before the town hall.

The tools you'd actually use

How it differs from the alternative

vs. ArcGIS: built for an agent, not a mapping specialist — no proprietary file format, no per-user enterprise license. vs. NGP / Action Network / Outreach Circle: those are end-user products, not building blocks. You can't take a Custom Universes view in NGP and embed it in your own app. We give you the primitives so YOU ship the experience. vs. rolling your own with Mapbox + Census: every dataset that took a week to wire (TIGER tract pulls, ACS sentinels, precinct boundaries from NYT, redistricting history, Cook PVI) is one MCP call.

Pricing for grassroots organizing platforms & campaign tooling teams

Free tier (50 calls/month) covers a pilot integration. Platform builders sit on Pro ($50/mo, 50K calls/month + sub-workspaces — one per customer org, fully isolated). High-volume rolls into Enterprise — email for usage-based pricing. Full pricing details.

The same toolkit also covers healthcare & life sciences · civic tech & journalism · real estate & property tech · retail, consumer brands & site selection · insurance & risk modeling · logistics, delivery & field service · research, academia & think tanks · pollsters & survey research firms — one U.S.-geography surface for any team whose question comes down to where.