# Spreadsheet Cleaner vs ChatGPT

> Source: <https://cleanmysheet.in/use/spreadsheet-cleaner-vs-chatgpt>
> Published: 2026-08-28 16:18:52.638363+00:00

CleanMySheet guide

# Why a rule-based cleaner beats ChatGPT for CSV cleanup

ChatGPT can rewrite tables but may invent cells and requires an upload. CleanMySheet applies named, reversible operations with a per-cell reason and a downloadable quality report. Use an LLM only as an optional type hint on samples, never as the row engine.

[Open the cleaner](/)

## Steps

- Try the sample dataset
- Toggle a recipe step off
- Undo with Ctrl+Z
- Compare with a chatbot paste

## When a model still helps

Ambiguous column types on messy headers. Turn Strict off to send ~15 sample values per unsure column to Haiku. Full rows still stay local.

## Related searches this page answers

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