Decision questions for this workflow

Answer these with the current products open and your own representative use cases in view.

  • Are most of your difficult records branded products or unlabelled mixed meals?
  • Do you need a maintained searchable catalog with custom-food submission?
  • Which coaching output makes its dependence on your actual history and source data clearer?

Evidence boundary

The cited first-party documentation supports product behavior and positioning, not superior accuracy, behavior change, or health outcomes. No head-to-head result is asserted.

Limits and cautions

  • Competitor details are summarized from first-party materials and were not independently audited feature by feature.
  • Availability, prices, plan boundaries, and product behavior can change after the checked date.
  • Nutrition estimates from any unweighed meal should be treated as estimates.

Sources and further reading

  1. Feast for iOS: current product behavior review — Feast Accessed August 1, 2026. Verified against the current iOS implementation and current public App Store listing. This is first-party product documentation, not an independent efficacy or accuracy study.
  2. Feast - Caloric Intelligence — Apple App Store Accessed August 1, 2026.
  3. MyNetDiary official site — MyNetDiary Accessed August 1, 2026. The alternative's positioning is summarized from its own official materials and is not an independent performance finding.
  4. About MyNetDiary — MyNetDiary Accessed August 1, 2026.
  5. Food barcode scanner and PhotoFoods — MyNetDiary Accessed August 1, 2026.
  6. Food Database Licensing and API — MyNetDiary Accessed August 1, 2026.