Scan
Users scan a barcode, package photo, or nutrition label from the mobile app.
lishebora.aphrc.org
Product lookup
Search a product or barcode
Check nutrition details and KNPM classification from the LisheBora reference database.
Product Experience
Scan food products, explain the result, and keep the history useful.
The public website explains the app clearly while the admin side gives APHRC a structured view of users, scans, products, and missing barcode data.
App links coming soon
Classify
The backend applies KNPM rules, nutrition thresholds, and product taxonomy.
Improve
Recent scans, BMI profile data, and healthier swaps support better choices over time.
Sample products
Recently indexed Kenyan foods
Admin Data Console
Plan for the data APHRC will publish, audit, and improve.
The first admin build should be read-only, authenticated, and backed by dedicated admin endpoints rather than exposing raw app tables directly.
Open Admin ConsoleTrack how many participants have joined, which profile fields are filled in, and where onboarding can be improved before wider rollout.