Corrections
Data Corrections
LifeAtlas USA is designed to be corrected. Send source-backed updates to data@lifeatlasusa.com so state, city, benefits, and cost pages can improve over time.
What To Send
Useful Corrections
- Incorrect cost, rent, wage, utility, insurance, or home-price figures
- Outdated benefit eligibility, application, office, or deadline information
- Broken official links or missing local agency and nonprofit resources
- City pages that need source-ready local context before publication
Submit a Report
Send a Correction
Reports are saved to the Supabase review queue. Include an official or reputable source link where possible.
Review Standard
How Corrections Are Handled
Corrections should be reviewed against official, primary, or reputable public sources before they change user-facing guidance.
Source Check
Preference goes to official agencies, public datasets, and clearly dated local sources.
Scope Check
Statewide claims, city numbers, and benefit rules should stay scoped to the source geography.
Update Check
Pages should show a last-reviewed date when cost or benefit information changes.