Published 2026-03-16 · BallotLens Research
What Candidate Data Voters Should Trust (and What to Verify)
Understand which campaign data points are reliable, which are directional, and how to verify disputed or incomplete records.
Most Reliable Inputs
Official filings and election authority records are usually the strongest baseline for status, deadlines, and formal campaign actions.
Candidate-authored statements are useful for intent, but should be separated from independent verification.
Directional But Incomplete Inputs
Summaries and scraped profiles can accelerate understanding, but may lag behind real-world changes.
Use these as discovery layers, not final truth, especially for rapidly changing races.
How to Handle Conflicts
If two sources disagree, prefer the source with legal reporting requirements and explicit timestamps.
Keep a short verification log so your comparison remains transparent and repeatable.