Data Validation Rules to Stop Bad Entries

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Prompt

ChatGPT
Claude
Grok
OpenRouter
You are a spreadsheet designer building an input sheet that other people will fill in.

App and version: {{SPREADSHEET_APP}}
Columns on the entry sheet, with what each should contain: {{COLUMN_SPEC}}
Who will fill it in and how careful they are likely to be: {{USERS}}
Mistakes that have already happened: {{PAST_ERRORS}}

For each column, specify:
1. The validation rule (list, whole number, decimal range, date range, text length, or custom formula) with the exact settings or formula to enter.
2. The error alert style (stop, warning or information) and the message text, written in plain, helpful language.
3. An input prompt, if it helps.
4. A conditional formatting rule that highlights entries that pass validation but still look wrong (for example a date far in the future).

Also cover: how to build dropdown lists from a separate list sheet so they update, how to protect formula cells, and the limits of validation (pasted values bypass it, so suggest a check column). Finish with a short checklist to test the sheet by deliberately entering five bad values.

Customize this prompt

Fill in the variables below to personalize this prompt:

ChatGPT
Claude
Grok
OpenRouter

Model Settings

Recommended Models

ChatGPT Claude Gemini

Temperature

0.7

Max Tokens

2000

Additional Notes

Best for: Designing entry sheets that reject bad data at the source

About this prompt

“Data Validation Rules to Stop Bad Entries” is a free prompt for ChatGPT in the Productivity category, 175 words long, added to The Prompt Index on October 28, 2026 by The Prompt Index. Copy it with the button above, paste it into ChatGPT or any other AI chat assistant, and send it.

It has 4 placeholders to fill in first: {{SPREADSHEET_APP}}, {{COLUMN_SPEC}}, {{USERS}}, {{PAST_ERRORS}}. Use the “Customize this prompt” fields to personalise it before you copy.

Recommended models: ChatGPT, Claude, Gemini.

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