MessyCSV: Raw exports to client-ready reports

Automatically clean messy CRM/accounting CSV exports into deliverable PDF reports

Problem

Weekly or monthly raw CSV exports from CRM and accounting tools are messy: mixed date formats, inconsistent category names, and unformatted currency strings. Small business owners and freelancers spend hours manually cleaning in Excel before making client reports.

Solution

Upload a CSV, and the tool auto-detects and unifies date formats, normalizes category names, formats currency, then generates clean PDF/Excel reports. Save cleaning rule templates for one-click reuse.

Users

Small business owners, freelancers, agency ops staff who regularly produce data reports for clients.

MVP

Upload CSV and preview cleaned results; support date, category, and currency rules; export PDF reports; save rule templates; local processing without cloud upload.

Revenue

Monthly subscription tiered by report exports; team plan adds shared templates.

Why now

LLMs and rule engines can understand headers and format patterns cheaply; small businesses digitize more but lack data cleaning tools, making the need real and recurring.