Methodology
Identity & Address Anchoring
To guarantee the foundational democratic principle of “one person, one address, one vote,” onboarding requires absolute identity verification. Residential addresses are cross-referenced using advanced identity verification registries to ensure the submitted address strictly matches the user's legal name. Once verified, the normalized address is mapped to its precise federal congressional, state senate, and state house district codes, unlocking Verified Voter status.
Legislative Ingestion
Federal legislation is ingested in real-time directly from live public congressional data feeds. Every bill is programmatically parsed by its legislative body and mapped to the specific geographic districts whose representatives hold active voting power over it, ensuring constituents only see the legislation that directly impacts their representation.
Shadow Ballot Integrity
To ensure absolute democratic integrity, a verified voter can cast exactly one shadow vote per bill (Yea, Nay, or Abstain). The database architecture strictly enforces this constraint via an immutable unique composite key (user_id + bill_id), making it technically impossible to duplicate, forge, or alter a ballot. Only votes cast by active, fully verified voters are compiled into public aggregates.
Unweighted Aggregation
District-level tallies are calculated strictly as unweighted percentages of the verified constituent votes cast. The platform actively rejects algorithmic weighting, partisan balancing, or the statistical imputation of non-voters. The data displayed on your dashboard is a pure, unmanipulated reflection of exactly what was recorded by real, verified people in your district.