Real ChatGPT answer · index seed7ZLCZWZhNh4completeSports and outdoors · fitness programsinformational
Why are the calorie counts on MyFitnessPal so different for the same generic foods, and how do I find reliable entries for our household meal planning?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why are the calorie counts on MyFitnessPal so different for the same generic foods, and how do I find reliable entries for our household meal planning?
2 real searches · 1 real-search pass
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)
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 user submitted entries verified foods USDA database nutrition tracking accuracy Google ↗
USDA FoodData Central generic foods nutrition data raw cooked serving sizes household meal planning Google ↗
- USDA FoodData Central · fdc.nal.usda.gov
- MyFitnessPal explanation of verified entries · support.myfitnesspal.com
- Where does MyFitnessPal get its food data? · support.myfitnesspal.com
- Accuracy of Nutrient Calculations Using the Consumer-Focused Online App MyFitnessPal: Validation Study · pmc.ncbi.nlm.nih.gov
- Assessment of the accuracy of nutrient calculations of five popular nutrition tracking applications · pmc.ncbi.nlm.nih.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
MyFitnessPal food database user submitted entries verified foods USDA database nutrition tracking accuracy OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
USDA FoodData Central generic foods nutrition data raw cooked serving sizes household meal planning OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |