Which calorie tracking app has fewer database errors today MyFitnessPal or MacroFactor because I keep finding duplicate foods in my diary
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The searches the AI actually ran for this prompt.
SEED QUERY
Which calorie tracking app has fewer database errors today MyFitnessPal or MacroFactor because I keep finding duplicate foods in my diary
1 real search · 1 real-search pass
MyFitnessPal vs MacroFactor food database duplicate entries accuracy database errors 2026 reviewsGoogle ↗
OBSERVEDReason
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
MyFitnessPal vs MacroFactor food database duplicate entries accuracy database errors 2026 reviews Google ↗
- Manual-entry food databases: a quality and provenance audit of five major consumer applications · dietaryassessmentinitiative.org
- MacroFactor vs MyFitnessPal · macrofactor.com
- 2026 Calorie Counter App Accuracy Benchmark · calorietrackerlab.com