The Problem
Sorting a month of transactions by hand takes an hour you do not have, and you will sort the same coffee shop differently in March than you did in February. Auto-sync apps solve this with a black box that guesses. You get speed and lose the ability to see why anything was labeled the way it was.
TagMatcher is the middle path. You write a small set of plain rules. The app applies them the same way every time, in the order you chose.
How a Rule Works
A rule has three parts:
- Pattern to Match: text to look for in the transaction description, like
STARBUCKS. - Matching Method: Contains (the description has that text anywhere in it) or Equals (the description is exactly that text).
- Assign to Tag: the category the transaction gets when the rule matches.
Rules are checked from the top of the list down. The first rule that matches wins. That one sentence explains every tricky case below.
Start with Contains. Bank descriptions are messy: STARBUCKS #1234 SEATTLE WA, SQ *STARBUCKS, STARBUCKS COFFEE. One Contains rule for STARBUCKS catches all of them. Use Equals only when a short pattern would match things it should not.
Try It: Write Your First Rule
Demo data ships with a starter set of rules. Add one of your own.
- Navigate: user menu → Settings → Tag Matchers
- Verify: a list of existing rules is shown, each with a pattern, an operator, and a tag
- Click: "New Tag Matcher"
- Type: Pattern to Match — PEETS COFFEE
- Select: Matching Method — Contains
- Select: Assign to Tag — Coffee Shops
- Select: Position — Add to end (lowest priority)
- Click: "Save"
- Verify: the new PEETS COFFEE rule appears at the bottom of the list
From now on, every imported transaction whose description contains PEETS COFFEE gets the Coffee Shops tag. (The starter set already covers STARBUCKS, which is why this one uses a different merchant — write rules for the merchants your own statements actually show.)
Priority: Specific Before General
Two rules can match the same transaction. AMAZON PRIME MONTHLY contains both AMAZON and AMAZON PRIME. If the AMAZON → Shopping rule sits higher in the list, your Prime membership gets filed as shopping.
The fix is order. Put specific rules above general ones:
1. Contains "AMAZON PRIME" → Online Services
2. Contains "AMAZON" → Shopping
Now AMAZON PRIME MONTHLY hits rule 1 first and stops there. Plain AMAZON.COM misses rule 1 and lands on rule 2. On the Tag Matchers page, the up and down arrows next to each rule move it in the list. That list order is the priority.
Three Cases You'll Hit
Same store, different spellings. WALMART, WAL-MART, and WAL MART are the same store to you and three different strings to the app. Write three Contains rules, all assigned to Groceries. Any spelling gets sorted right.
A pattern that is too short. Contains TARGET matches the store. It also matches TARGET MARKETING INC on a paycheck deposit. Make the pattern longer (TARGET STORE, or TARGET T- if your bank prints store numbers that way) or switch that rule to Equals.
One merchant, two categories. Most AMAZON charges are shopping, but Prime is a membership. That is the priority case above: specific rule first, general rule after.
Try It: Fix a Priority Problem
- Navigate: user menu → Settings → Tag Matchers
- Click: "New Tag Matcher"
- Type: Pattern to Match — AMAZON PRIME
- Select: Matching Method — Contains
- Select: Assign to Tag — Online Services
- Select: Position — Add to beginning (highest priority)
- Click: "Save"
- Verify: the AMAZON PRIME rule is at the top of the list, above any rule that matches AMAZON alone
Building a Full Rule Set
You do not need a rule for everything. Aim for the merchants that show up every month. Twenty to fifty rules usually cover 90% of transactions. Here is the order of work:
- Sort your transactions by description and list the merchants that repeat.
- Group them by the tag they should get.
- Write one Contains rule per merchant, specific patterns first.
- Import a file, scan the results, and fix the misses with a new rule or a reorder.
Then leave it alone. Add a rule when a new merchant shows up. Reorder when something lands in the wrong tag. That is the whole maintenance job. Your rules always beat any category your bank's CSV may carry.
Key Takeaway: TagMatcher rules are yours to read, edit, and reorder. Start with Contains rules for your regular merchants, put specific patterns above general ones, and remember: the first rule that matches wins.
Check Your Understanding
A description reads
AMAZON PRIME MONTHLY. Rule 1 is ContainsAMAZON→ Shopping. Rule 2 is ContainsAMAZON PRIME→ Online Services. Which tag does it get, and why?Answer: Shopping. Rules are checked top to bottom and the first match wins. Rule 1 matches first. To fix it, move the
AMAZON PRIMErule above theAMAZONrule.When should you use Equals instead of Contains?
Answer: When a short Contains pattern would match transactions it should not, and the description you want is always exactly the same text.
How do you change a rule's priority?
Answer: Use the up and down arrows on the Tag Matchers page to move it in the list. List order is priority. When creating a rule, you can also choose "Add to beginning" or "Add to end."
How is this different from an auto-sync app's categorization?
Answer: Every rule here is one you wrote and can see. It applies the same way every time. An auto-sync app labels merchants with a model you cannot inspect or correct.