Observed arrival · 2026-09-30
DoughTally turns supplier slips into menu math
DoughTally presents an invoice-to-margin tool for small food businesses, connecting supplier costs to ingredients, recipes, and menu-item margins.
○Open
⊠Login
$Paid
†Ads
✦Pretty
●Pro
◎Niche
◉Human
⚑Risk
ƒJS
- For
- Small food businesses tracking ingredient costs
- Worth noticing
- Low-confidence ingredient matches are held for swipe confirmation; confirmed supplier wording is remembered for later invoices.
Field notes
The illustrated workflow converts invoice descriptions into normalized ingredients and unit costs, then connects those costs to recipes and menu items. For uncertain matches, the page shows a confirmation card with a similarity percentage and says a confirmed supplier description will not need to be matched again. Its sample invoice includes supplier line items such as butter, flour, eggs, and cream.
Observed signals
Read the marks
Editorial observations of this landing page, not a rating.
○OpenPublic substance visible
⊠LoginAccess appeared gated
✦PrettyNotable craft visible
●ProPolished or operationally mature
◎NicheUnusually specific use
ƒJavaScriptBrowser-side code central
One card from the complete issue