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Cal AI - Calorie Tracker: what 90 low-star reviews complain about

We read 90 one-to-three-star reviews written between 2026-03-26 and 2026-09-11 and kept the ones that describe a specific unmet need. Grouped with reviews of other apps that say the same thing, they land in 12 repeated complaints. Store listing.

169%211%320%

What reviewers complain about

  • Wrong calories and protein for known branded items
  • Users banned for casual jokes in chats
  • Us-centric food database
  • Unexpected paywall after onboarding
  • Unexpected annual billing
  • Support ignores details, asks for info already provided, and reply emails lead nowhere
  • Suggests unavailable us brands
  • Subscription renewed and charged after cancellation
  • Subscription price too high for accuracy offered
  • Sodium and fiber don't log consistently

The opportunities these reviews point to

  1. 0181Fast ad-free calorie tracker with intuitive data entry16 of 454
  2. 0281Locked — subscribe to read this opportunity3 of 199
  3. 0383Locked — subscribe to read this opportunity1 of 281
  4. 0462Locked — subscribe to read this opportunity1 of 5
  5. 0557Locked — subscribe to read this opportunity1 of 3
  6. 0656Locked — subscribe to read this opportunity1 of 4
  7. 0754Locked — subscribe to read this opportunity1 of 3
  8. 0852Locked — subscribe to read this opportunity1 of 3
  9. 0951Locked — subscribe to read this opportunity1 of 3
  10. 1048Locked — subscribe to read this opportunity1 of 3
  11. 1146Locked — subscribe to read this opportunity1 of 2
  12. 1242Locked — subscribe to read this opportunity1 of 2

Score out of 100, then how many of the cluster's reviews are about this app out of its total. Category: Health tracking.

Every opportunity with the quotes, the apps named, a build memo and the score breakdown.

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