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Merge Bank & Stripe Exports

Your bank shows a $2,847.33 deposit labeled 'STRIPE TRANSFER'. Stripe shows 47 individual payments totaling that amount - minus fees. The dates don't match because Stripe payouts take 2-7 days. PipeSheets standardizes both data sources so you can actually reconcile them.

Finally match those Stripe payouts to your bank deposits

Unified financial data for reconciliation

1Before

DateSourceDescriptionGrossFeesNet
01-17-2024ChaseSTRIPE TRANSFER 240115emptyempty$2,847.33
2024-01-15 14:32:05 UTCStripech_3abc12399003179583
2024-01-15 09:15:22 UTCStripech_3def45645001614339

2After

DateSourceDescriptionGrossFeesNet
01/17/2024BankStripe Payout (Jan 15)emptyempty2847.33
01/15/2024StripeCustomer Payment99.003.1795.83
01/15/2024StripeCustomer Payment45.001.6143.39

What Gets Fixed

Bank: 01-17-2024, Stripe: 2024-01-15 14:32 UTC
Consistent MM/DD/YYYY dates

Aligns date formats so you can sort chronologically across sources

Stripe amounts in cents (9900)
All amounts in dollars (99.00)

Converts Stripe's integer cents to match bank's decimal dollars

STRIPE TRANSFER 240115 vs ch_3abc123
Human-readable descriptions

Cleans cryptic bank references and Stripe charge IDs into useful labels

Bank net only, Stripe gross/fees/net
Consistent column structure

Standardizes columns so gross, fees, and net align for reconciliation

How It Works

Clean your data in three simple steps. No coding required.

1

Export from Stripe & Your Bank

Drop your file here

CSV or XLSX, up to 25MB free

data_export.csv

Download Stripe payouts from Balance → Payouts and your bank statement CSV

2

Clean Each File Separately

Quick Clean Pipeline
Trim whitespace
Standardize nulls
Remove empty rows
Normalize headers

Apply the Stripe cleanup (cents → dollars, dates) and Bank cleanup (date format, amounts)

3

Combine in Excel for Reconciliation

clean_data.csv
Ready
1,234
rows
8
columns
2.3s
time

Stack the cleaned files, sort by date, and match payouts to deposits

Frequently Asked Questions

Clean Your Financial Data

Stop guessing which Stripe charges match which bank deposits. Standardize your data for proper reconciliation.

Get Started