Money

Every Item on a Costco Receipt Sorted Into His Budget, First Try: Meta Muse Looked Up the Vague Ones by SKU

  • Level Beginner
  • Setup~30 min (estimated)
  • Evidence Anecdotal
  • CostNot stated in source
  • No-codeYes
Meta MuseSource-linkedBeginner-friendly

What they did

Can a bot split one big store receipt across your budget? He tracks each credit card in a spreadsheet with budget lines, and Costco trips were the worst: one receipt covers groceries, supplies, pet stuff, clothes and things friends pay him back for, with vague item names. He gave Meta Muse his worksheet, the receipt PDF from the Costco app, his categories and an explanation. It sorted everything correctly on the first try, looking up unclear items online by SKU number. He says Muse now saves him over an hour a week on his finances.

How it went

Every receipt line in the right budget category, with totals and a short list of items to double-check.

Worth knowing

  • One user's Reddit post; the hour-a-week saving is his estimate. Check the first few receipts line by line, since SKU lookups can be wrong for store brands.

Prompt

Cleaned version rewritten from the source — not a direct quote.

Here's my budget worksheet, my list of budget categories and a receipt PDF from [store]. Add every line item to the worksheet under the right category. If an item name is vague, look it up by its item or SKU number. Put items I'll be paid back for in [Reimbursable]. Show me a total per category and list any item you weren't sure about so I can check it.

Recommended

Try it in Grok Bot

Grok Bot can do the same with the receipt PDF and a connected Google Sheet.

  1. Copy the prompt (button below).
  2. Open Grok Bot chat and paste it. Replace any [bracketed] placeholders.
  3. Connect the listed tools (as needed) as connectors when Grok Bot asks.
  4. If the task repeats, ask: "Make this a daily routine."

Alternatives: the same prompt works in Meta Muse, Claude, ChatGPT Agent, OpenClaw.

Set it up

Stack: Meta Muse + spreadsheet + receipt PDF

  1. Read the original source for full context.
  2. Connect the tools your agent needs.
  3. Paste the prompt and replace [bracketed] placeholders.
  4. Run once manually and check the output before scheduling it.

Generic suggested steps, not from the source.

Evidence

First-hand Reddit post: Costco receipt categorized correctly first try using SKU lookups; 'over an hour a week' is his estimate

Source: Reddit · 2026-10-21 · Verified by us: not yet · Report broken or outdated

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