AI Data Cleanup
Turn slow, manual spreadsheet cleanup into reusable automation rules. Built to prove a Marketplace-ready freemium workflow with clear paid upgrade triggers.
AI Data Cleanup MVP
Automate repetitive spreadsheet cleanup with reusable transformation rules.
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How to test this MVP fast
Keep the sample CSV, run the default rules, then add a Pro-only intent classifier to see free-vs-pro gating behavior in action.
Rows detected: 4 · Columns: 5
Title-case and trim spacing
Lowercase and trim addresses
Convert common formats to YYYY-MM-DD
What this MVP validates
This utility is designed as a launch-ready core for a Google Sheets add-on. It shows repeatable value, quota-based monetization, and premium feature gating without dependency on proprietary datasets.
Freemium Engine
Monthly row quotas and per-request limits force natural upgrade behavior.
Pro Rule Lock
Intent classification demonstrates premium-only automation depth.
Output Trust
Before/after previews and rule summaries make changes auditable and reliable.