GuruG
Our approach

Make the evidence easy to check.

These are our research standards for this test version.

Start with official sources and direct statements

We start with the source closest to the information:

  • Partisan races: Official ballots and election listings for candidates; candidate websites and VOTE411 responses for stated positions; legislative records for votes.
  • Judicial races: Court biographies, appointment announcements and published opinions for experience and records; bar associations for their dated evaluations.
  • School and college boards: Official district or college information for the office; candidate statements and questionnaires for priorities.
  • Ballot proposals: The ballot wording for what Yes and No mean, tax rates and dates; official fiscal explanations for costs and tax rules.
  • Endorsements: The endorsing organization’s own published list. These are that organization’s choices, not GuruG recommendations.

Candidate statements tell us what a candidate says; they do not independently prove results. Reputable reporting can add context.

Separate positions from actions

  • Position: What a candidate says they support or plan to do.
  • Action: A documented vote, decision or other action, with its date and source.
  • A historical action does not automatically establish a current position.
  • A missing record is a research gap, not evidence for or against a candidate.

Use the same standards for everyone

  • Ask candidates the same questions on shared topics.
  • Use neutral language and the same evidence standards.
  • Do not infer a candidate’s views from their party.
  • Clearly attribute endorsements and arguments.

Make information easy to verify

  • Link to the sources behind summaries.
  • Show source dates and review dates where available.
  • Label missing or conflicting information and exclude unconfirmed positions.
  • Separate sourced facts from analysis.

Browse our sources · Report an error or something missing

Review before sharing

A person will check each summary against its sources before it appears as researched content.

Using AI for good

GuruG explores how AI can help people understand their ballot and make informed choices. We use AI to assist with research, organize information, and build this website, with human review guiding the process.

We link to sources so you can verify information and clearly identify research gaps. Please let us know if you find any errors or notice anything missing.

Use each source for what it can establish

See sources, uses and verification gaps.