NutritionTerms

Dietary Assessment

Verified Entry

Also known as: admin entry, confirmed entry, green-check entry

A food database entry whose nutrition values have been checked against a manufacturer label, USDA data, or an internal editorial review.

By Nina Alvarez · NASM-CPT, Nutrition Coach ·

Key takeaways

  • A verified entry is one the app has vetted against an authoritative source — label, USDA, or in-house review.
  • Verified entries in Cronometer, MyFitnessPal, and Lose It! typically carry a badge (checkmark, "admin," or colored tag).
  • Prefer verified entries whenever they exist; user-submitted duplicates often drift 10–30% from the real label.
  • If no verified entry exists, scan the barcode or create a custom entry from the label once — never guess.

A verified entry is a food database item whose nutrition values have been checked against an authoritative source — a manufacturer's nutrition label, USDA FoodData Central, or an internal editorial review by the app's team. It's the opposite of a user-submitted entry, where anyone can type in numbers and other users inherit them.

Where you see the label

Different apps flag verified entries differently:

  • MyFitnessPal shows a green checkmark on verified entries.
  • Cronometer shows a source tag like "NCC" (Nutrition Coordinating Center), "USDA," or "CRDB" (Cronometer's own verified set).
  • Lose It! marks "Verified" in the entry metadata.
  • MacroFactor sources a curated database with manufacturer tagging.
  • Yazio marks entries from their editorial team distinct from community submissions.

Why it matters

When a food has 10 user-submitted entries, the calorie count often spreads across a 30% range — someone rounded, someone used an old label, someone logged the wrong serving size. Research published in JMIR mHealth and Public Health Nutrition has documented this variance. Picking a verified entry cuts that noise out of your log.

Verification isn't perfection

Verified entries are still subject to FDA label tolerance: under 21 CFR §101.9, packaged-food labels may legally underreport calories by up to 20%. In practice, most labels are much tighter than that, but the ceiling is real. If two brands of plain Greek yogurt show slightly different numbers, that's usually label variance, not a database error.

What to do when there's no verified entry

Three options, in order:

  1. Scan the barcode. UPC lookup pulls straight from manufacturer data, which is usually a superset of what "verified" entries are built from.
  2. Create a custom entry once from the label. Type in what the package says, save it as a custom food, and reuse it forever.
  3. Pick the user-submitted entry with the most confirmations. Many apps show how many users have confirmed an entry; high-confirmation entries are more reliable than low-confirmation ones.

One coaching note

Don't chase database perfection. The 30g of chicken you under-logged yesterday is less consequential than the breakfast you didn't log at all. Verified entries help, but consistency of tracking matters more than perfection of individual entries.

Frequently asked

How do I know an entry is verified?

Most apps show a badge — a green checkmark, "admin" tag, source label, or "Verified" in the entry header. If you don't see a badge, assume it's user-submitted.

Are verified entries always accurate?

Mostly, yes — within FDA label tolerance (±20% ceiling, usually much tighter in practice). Verified doesn't mean audited to the milligram; it means checked against an authoritative source.

References

  1. "Code of Federal Regulations — Title 21, Part 101.9 (Nutrition Labeling)". U.S. Food and Drug Administration .
  2. "USDA FoodData Central — data types". USDA ARS .
  3. "Nutrition labeling accuracy and the twenty-percent tolerance". FDA Industry Guidance .
  4. "Validity of commercial dietary assessment apps". Nutrients , 2019 .

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