User needs to clean messy bank export data but has to manually separate it in Excel or use ChatGPT as a workaround.

Existing solutions require manual work (Excel) or external AI tools not purpose-built for bank data cleaning.

Severity

2Mild

Willingness to Pay

none

Added

Apr 23, 2026

Workarounds Described

manually separates data in Excel using delimiters
pays for ChatGPT to clean exports

Implied Software Gaps

Purpose-built bank export cleaning tool that automates delimiter detection and data structuring

App Concept

CleanBank AI

An AI-powered tool that automatically cleans messy bank exports with one click. It detects delimiters and patterns to structure data correctly without manual separation in Excel or use of generic AI chatbots.

Key Features

Automatic delimiter detection and data structuring
One-click processing of CSV/excel exports
Customizable mapping to accounting categories
Export to QuickBooks, Xero, or Excel

Target Users: Bookkeepers and accountants at small to medium firms handling bank reconciliation.

Revenue Model: $15/mo per user subscription or $0.50 per cleaned file pay-per-use.

Existing Solutions Mentioned

ExcelChatGPT

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