๐Ÿงพ mappingbills.com ยท built by Nortruva Labs

Your receipts, mapped.
Your spending, mastered.

Point your camera at any receipt. On-device AI reads every line, sorts it into a category, checks the math, and tells you which card should have paid for it โ€” before you've even left the store.

๐Ÿ”’ 100% offline & private โšก 0.1s OCR line parser ๐Ÿ’ณ 50+ card reward rules
MAPPING BILLS
Costco Wholesale ยท Sep 23, 2026
Organic Whole Milk 2pkGroceries
Dark Roast Coffee BeansGroceries
Paper Towels 12 RollHome
Fresh Strawberries 2lbGroceries
Total$142.85
โœ“ Penny-perfect ยท scanned in 84ms

Try it without installing anything

This is the actual categorization logic โ€” switch stores, simulate a scan, or make it re-check the math.

Mapping Bills โ€” sandbox live demo

Costco Wholesale

Sep 23, 2026 ยท 4 items ยท Warehouse

$142.85
๐Ÿ’ก
Amex Gold Card recommendedEarns 4x points on groceries ($5.71 reward value)

How it reads a receipt

No manual logging. Point your camera, scan, and on-device intelligence does the rest.

Every line, not just the total

Most trackers stop at the receipt total. Mapping Bills reads each item โ€” name, unit price, bottle deposit, discount โ€” and sorts it into a category automatically.

  • โœ“ On-device ML Kit OCR, no upload required
  • โœ“ Gemini-powered parsing for messy or faded receipts
๐Ÿฅ‘Organic Avocados (4pk)
Groceries
๐Ÿ”‹AA Batteries 24pk
Home & supply
๐Ÿ”ŒUSB-C cable 2m
Electronics

Math that has to add up

Subtotal, tax, and deposits are reconciled against the printed total every time. If a store's math is off by a cent, you'll know before you leave the parking lot.

  • โœ“ Deterministic reconciliation, not an estimate
  • โœ“ Flags discrepancies instantly
Subtotal$131.05
Tax (5% GST)$6.55
Bottle deposit$5.25
Total$142.85
โœ“ Verified, zero discrepancy

Notices when prices creep up

Buy the same item at the same store more than once, and Mapping Bills quietly tracks the unit price over time โ€” so you notice inflation before your budget does.

  • โœ“ Per-item price history, no spreadsheet needed
โ˜•Dark roast coffee, Aug
$16.99
โ˜•Dark roast coffee, Sep
$18.49 โ†‘

Never leave cashback on the table

Mapping Bills maps a store's merchant category against your own card portfolio and tells you the single best card to use โ€” before you tap to pay.

  • โœ“ Groceries & supermarkets: recommends 4xโ€“5x point cards
  • โœ“ Fuel & gas: tells pump purchases from store purchases
  • โœ“ Rotating categories: matches quarter-specific bonuses
Amex Gold4x points
Groceries & dining
Chase Freedom5% rotating
Target & wholesale

See your budget before you blow it

Every category fills its own ring through the month, so a heavy week in dining shows up long before the statement does.

Groceries

$372 of $600

Dining

$273 of $300

Fuel

$68 of $200

Your data belongs to you

Receipts contain your habits, your card numbers, your addresses. Mapping Bills is built to keep all of it off servers you don't control.

๐Ÿ”’ Offline by default

Every receipt is parsed on-device. Nothing leaves your phone unless you turn sync on.

โ˜๏ธ Your own Google Drive

Optional backup writes to your private AppData folder โ€” not a Nortruva Labs server.

๐ŸŒ™ Nightly, automatic

When sync is on, a background job backs up once a night and then gets out of the way.

๐Ÿ—‘๏ธ Delete anytime

Uninstalling the app removes the local store. Revoking Drive access removes the backup.

Support

Most questions are answered here first.

Is Mapping Bills free to use?Read answer
Does it work without internet?Read answer
When is iOS launching?Join the beta
Something not working?Email support