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FAQ

Straight answers, no sales call.

The questions we get asked most — by candidates, consultants, lawyers, IT procurement, and curious data folks. Don't see yours? Email hello@constituencydata.com.

Getting started

Who is ConstituencyData for?

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Serious campaigns at every level — municipal through federal — plus political consultants, firms, parties, PACs, 501(c)(4) advocacy orgs, and public-affairs teams. Civitas scales from a first-time state-house candidate to a multi-race consultant book to a national coalition operation.

Who built this?

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A team of campaign operators, former candidates, and ML engineers — people who have run races and stood for office themselves. We built Civitas because we were tired of duct-taping seven vendors together to run one campaign. Everything in the platform is a thing we wished existed when we were in the chair.

What do I actually get on the Free plan?

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Read-only browsing of voter files (by district), FEC donor lookups, 50 AI queries per month on standard models, CSV exports up to 1,000 rows per query, and access to every research article on the site. Enough to prototype a real race.

How fast can I get productive?

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If you know your district, under 10 minutes. Civitas is chat-first — there's no schema to learn. Ask for what you need ("persuadable under-40 voters in precinct 4012"), get a result, refine from there.

Data & methodology

Where does your voter data come from?

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Directly from each state's election authority — Secretaries of State, state boards of elections, or equivalent. We don't buy from data brokers. Every record carries a source citation.

How fresh is the data?

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Voter files refresh quarterly (most states post updates on that cadence). FEC federal data refreshes weekly. State donor files refresh as each state publishes. Business licensing syncs daily.

Do you sell my list back to me, like the big vendors do?

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No. The data catalog is the commons. We're a platform business — we monetize the tools (AI, routing, scoring, modeling), not the fact that a voter registered.

How accurate is your donor propensity model?

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On held-out historical FEC cycles, the P(give) model ranks donors with an AUC of ~0.82, and the expected-gift model beats dollar-uniform priors by roughly 2.4× in lift on the top decile. We publish methodology and updates in the articles section.

The AI stack

Which models does Civitas use?

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We route queries to whichever model handles them best. Long-context and summarization lean on Gemini. Nuanced reasoning and writing lean on Claude. Specialist statistical reasoning goes to reasoning-tuned models. On Max, you get frontier tier (Opus, Ultra) by default.

Is the AI actually going to give me a wrong answer on voter data?

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Civitas is built to minimize hallucination on structured queries — every chart, list, or number it returns traces back to a SQL query against the catalog, and the query is shown to you. Natural-language questions that can't be grounded return "I don't know" instead of a guess. Free-form generative tasks (draft a mailer, summarize a region) are clearly marked as generative.

What's the "tribe" model you mention?

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Meta has announced a forthcoming constituency-level audience simulation model. When it ships, Civitas will integrate it to let you stress-test ads against simulated audience segments before spending media dollars. Until then, our in-house message-fit model handles this.

Why do you study presidential rhetoric and propaganda?

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Because political speech is a solved corpus — we have decades of speeches with measurable outcomes. Training message-fit and tonal-risk models on that corpus lets us tell a first-time candidate that their mailer accidentally sounds like a 2008 attack ad. That's the value.

Pricing & billing

Do you offer discounts for nonprofits or 501(c)(4) orgs?

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30% off Pro and Max for verified 501(c)(3) and (c)(4) organizations. Email hello@constituencydata.com with your EIN.

Can I pause my plan between elections?

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Yes. Pause any monthly plan for up to 90 days without losing your workspace or saved queries.

Is Enterprise really necessary for a state party?

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Only if you need SSO, procurement paperwork, dedicated support, or custom data ingestion. Otherwise Max is usually enough.

Didn't find what you needed?

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