We're testing this. No product yet.
Your food app dies on data entry.
Every meal-planning, nutrition, and grocery app loses users at the same wall: typing in what they bought.
I parsed 75 grocery orders and 482 line items across three stores, because typing in the groceries once was enough. The apps I tried all stopped me at the same wall: data entry.
Receipt · ShopRite #205
2x bananas$1.44
1x siggi's plain$1.89
1x oat milk$2.39
total$5.72
→ structured JSON · on-device · de-identified
We're testing a receipt-to-structured-data API: turn a receipt into clean grocery data, on-device, de-identified. No product yet. We want to know if the data-entry wall is real for your app before we build.
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Data tooling for developers. Not medical advice.
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