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Vendor Spend Categorizer

Categorize spend exports and flag duplicates or unusual line items.

Owner · Theo ParkUpdated · May 27, 2026Contact · theo@cabana.team

Overview

What it is

A ChatGPT prompt that takes a CSV of vendor charges and returns a categorized table with duplicates, unusually large items, and likely miscoded entries flagged for review.

When to use it

Monthly, as part of close. Or any time spend looks off in a dashboard.

Who it’s for

Finance lead, with optional handoff to the BizOps reviewer.

Expected output

A categorized table plus a review queue of flagged items.

Setup instructions

  1. Open ChatGPT.
  2. Paste the prompt.
  3. Upload the redacted spend CSV.

Usage

Good inputs

  • CSV with vendor, amount, date, memo
  • List of known recurring vendors and categories

Example prompts

  • Categorize May vendor spend; flag anything >$2k that isn't a known recurring vendor.

Expected outputs

  • Categorized output plus a flagged review queue.

Tips & limitations

  • Always strip account numbers before uploading.
  • Confirm category mappings with the previous month's coded data.

Tags

#finance
#spend
#categorization