Getting started

Demo walkthrough

Video plus a concrete click-path through guest sample merchants.

Video

Demo

Prefer a new tab? Open on YouTube.

Mute-friendly walkthrough of the main surfaces.

Guest click-path

  1. 1
    From landing, Continue as guest.
  2. 2
    Open Analytics. Change period, click a category bar, then View transactions.
  3. 3
    Open Transactions → Needs review and inspect Other rows.
  4. 4
    Open a category dropdown and note similarity suggestions.
  5. 5
    Open Rules. Try filters and open Apply to Other on a mapping.
  6. 6
    Open Account. Flip theme and browse preferences (page size default lives here).

Merchants to notice

Sample ledger
MAR12
Mar 12, 2026
Thu
COSTCO WHOLESALE (12 GALLON WINE)
-$186.40
Expense
Groceries
MAR09
Mar 09, 2026
Mon
TACO TUESDAY LEGEND EDITION
-$42.00
Expense
Restaurants & Dining
MAR07
Mar 07, 2026
Sat
NIKE LEBRON XXIII PREORDER
-$240.00
Expense
Shopping & Retail
MAR03
Mar 03, 2026
Tue
UNKNOWN POS: DEFINITELY NOT A FLOP
-$28.50
Expense
Other
Guest seed merchants in the real Transactions table grid.

Sample rules

Sample rules

MERCHANT

Normalized pattern

CATEGORY

Assigned category

LEARNED

Times applied

UPDATED
ACTIONS
COSTCO WHOLESALE
Merchant
Groceries
6x
Learned
Mar 12
EditApply to Other
TACO TUESDAY
Merchant
Restaurants & Dining
14x
Learned
Mar 12
EditApply to Other
NIKE LEBRON XXIII
Merchant
Shopping & Retail
8x
Learned
Mar 12
EditApply to Other
NBA LEAGUE PASS
Merchant
Subscriptions
3x
Learned
Mar 12
EditApply to Other
Guest Rules list starts with a few high-usage mappings.

Guest accounts

Guest accounts

Akron Everyday Chequing

****4521 · CAD

Active
RenameArchive

Mamba Card

****1005 · CAD

Active
RenameArchive

Ring Count Savings

****8802 · CAD

Active
RenameArchive
Seeded institutions with brand logo tiles.

Guest mode

From landing, choose Continue as guest, then follow the steps above. For blocked actions, see Guest vs signed-in.