Our data
Every tracker says its database is accurate. None of them show you. This page is where we show you — because in a net-carb world, one wrong fiber number breaks the math your whole day runs on, and a company that measures its users' meals ought to be willing to measure itself. Below: where every number comes from, how we verify it, what our audits find, and a running log of every correction we ship. This page changes as the data does. That's the point.
Food apps love to brag about database size. Big numbers are easy — you just stop checking them. Our catalog is built on USDA FoodData Central, imported through a validated pipeline, with a hand-verified everyday-foods core. We measure what matters: how often YOUR logs land on verified data — not how many rows we can claim.
Every food row carries its source and a visible trust tier, and search ranks verified data first. User-created foods never enter global search unverified — that one decision is how the biggest food database on the market became the least trustworthy, and we designed it out on day one.
From launch, we audit samples of the catalog against real package labels every quarter and publish the results here — hit rate, misses, and what we fixed. Nobody else in this category publishes an error rate. It keeps us honest, and it means you never have to take "accurate" on faith.
When a number is wrong and you report it, the fix — and the fact there was something to fix — goes in a public log with a response-time commitment. Corrections are a feature of honest data, not an embarrassment to bury.
We use AI for scale work — drafting, imagery, literature sweeps — and every AI-produced surface is labeled as such, with humans owning the review before anything ships. Getting caught pretending is fatal in a trust business, so we don't pretend.
There are no ads on any tier and no ad-tech tracking pixels behind your login. Your food and meter diary is not an advertising product — our only customer is you.
This page is a standing commitment, not a press release. When the first quarterly label audit runs, its results — good and bad — land on this page. Until then, judge us by whether we ship it.
One email when the first data audit goes live, and founding-price access before payments open. Nothing else.