Are there any free apps that do not have the MyFitnessPal calorie tracking errors caused by user-generated database entries which ruin my weekly deficit calculations?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any free apps that do not have the MyFitnessPal calorie tracking errors caused by user-generated database entries which ruin my weekly deficit calculations?
3 real searches · 1 real-search pass
free calorie tracking apps verified food database Cronometer USDA NCCDB user submitted entries database accuracy 2026Google ↗
OBSERVEDOther / navigational
MyNetDiary free calorie tracker database verified foods user submitted database accuracy 2026Google ↗
OBSERVEDOther / navigational
FatSecret calorie counter database user generated entries verified foods free app 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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
free calorie tracking apps verified food database Cronometer USDA NCCDB user submitted entries database accuracy 2026 Google ↗
MyNetDiary free calorie tracker database verified foods user submitted database accuracy 2026 Google ↗
FatSecret calorie counter database user generated entries verified foods free app 2026 Google ↗
- Logging Food · mynetdiary.com
- Is the Food Database Accurate? · mynetdiary.com
- Free Nutrition Tracking App: Up to 108 Nutrients, No Ads · mynetdiary.com
- MyNetDiary official website · mynetdiary.com
- Data Sources · support.cronometer.com
- Best Free Calorie Tracking Apps in 2026 (Compared) · eathelper.com
- Cronometer official website · cronometer.com
- Calorie Counter by fatsecret App · apps.apple.com
- 6 Best Free Calorie Tracking Apps: Features, Pros & Cons Compared · mynetdiary.com
- FatSecret official website · fatsecret.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
free calorie tracking apps verified food database Cronometer USDA NCCDB user submitted entries database accuracy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
MyNetDiary free calorie tracker database verified foods user submitted database accuracy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
FatSecret calorie counter database user generated entries verified foods free app 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |