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Is MyFitnessPal still having those massive database errors where standard grocery items show completely wrong macros compared to Cronometer in 2024?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is MyFitnessPal still having those massive database errors where standard grocery items show completely wrong macros compared to Cronometer in 2024?
2 real searches · 1 real-search pass
MyFitnessPal food database inaccurate macros grocery items wrong nutrition data 2026 user reports Cronometer comparisonGoogle ↗
OBSERVEDReason
MyFitnessPal verified food database nutrition accuracy barcode entries user-created foods official help 2024 2025 2026Google ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
MyFitnessPal food database inaccurate macros grocery items wrong nutrition data 2026 user reports Cronometer comparison Google ↗
MyFitnessPal verified food database nutrition accuracy barcode entries user-created foods official help 2024 2025 2026 Google ↗
  1. Where does MyFitnessPal get its food data? · support.myfitnesspal.com
  2. MyFitnessPal Terms of Service · content.myfitnesspal.com
  3. Check Marked items · support.myfitnesspal.com
  4. How MyFitnessPal’s Food Database Works · blog.myfitnesspal.com
  5. How to report incorrect food items in the database · support.myfitnesspal.com
  6. Progress Bar FAQ · support.myfitnesspal.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
MyFitnessPal food database inaccurate macros grocery items wrong nutrition data 2026 user reports Cronometer comparison
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
MyFitnessPal verified food database nutrition accuracy barcode entries user-created foods official help 2024 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1