Use a bot for nutrition estimates, carefully
Bots can estimate nutrition quickly, but they guess portion weights and sometimes add wrong. Treat the output as a draft.
1. Give weights, not "a handful"
Weighed ingredients make estimates much closer. Ask for per-ingredient lines so you can check them.
2. Paste this prompt
Estimate nutrition per serving for this recipe ([n] servings).
Show a table: ingredient, grams, calories, protein, carbs, fat, fiber, sodium.
Then totals per serving.
Use USDA FoodData Central values where you can and name the entry you used.
Say which numbers are estimates and how confident you are.
Recipe: [paste with weights]3. Spot-check
Look up the two biggest-calorie ingredients on FoodData Central or the package label. If they are off, ask the bot to redo the table with your numbers.
Medical diets (kidney disease, diabetes medication, eating disorders, pregnancy, infants): use a registered dietitian. A bot is not a substitute.
Where these facts come from
- FoodSafety.gov: Safe minimum internal temperatures
- USDA FSIS: Leftovers and food safety
- USDA FoodData Central: nutrient data to check a bot's numbers
- FDA: Food allergies
Checked Oct 29, 2026. Bots make arithmetic and nutrition mistakes. Spot-check numbers against FoodData Central and labels.
Cooking with bots · Bot kitchen skills: all lessons → Next: Food safety →