LedgerBeam
LedgerBeam

Intelligent recurrence detection

Automatically identify recurring transactions and predict future spending patterns

Transaction Timeline

Netflix Subscription$14.99
Jan 15, 2025
Netflix Subscription$14.99
Feb 15, 2025
Netflix Subscription$14.99
Mar 15, 2025
Netflix Subscription (Predicted)$14.99
Apr 15, 2025

Recurrence Analysis

Recurrence TypeMonthly
FrequencyEvery 30-31 days
Day of Month15th
Confidence98%
Amount PatternFixed
Expected Amount$14.99
Next OccurrencePredicted
Expected DateApr 15, 2025
Monthly
Weekly
Annual
Quarterly
Bi-weekly

How Recurrence Detection Works

Our advanced AI engine analyzes transaction patterns to identify and predict recurring payments

1

Pattern Recognition

Our algorithms analyze transaction history to identify patterns in timing, amount, and merchant.

Jan 15
Feb 15
Mar 15
2

Frequency Analysis

We determine the recurrence type (monthly, weekly, annual) and calculate the exact frequency.

Interval:30 days
Type:Monthly
3

Future Prediction

Based on historical patterns, we predict future occurrences with high accuracy.

Mar 15
Apr 15
May 15

Benefits of Recurrence Detection

Unlock powerful insights and enhance your financial products with subscription intelligence

Subscription Awareness

Help users discover and track all their recurring payments and subscriptions automatically.

Advanced
Automated AI
$148.50
Authorized
$149.00PayPal
Authorized
Automated AI
$754.90Stripe

Cash Flow Forecasting

Enable accurate cash flow predictions by anticipating future recurring expenses.

£
¥
$

Fraud Prevention

Identify unusual patterns in recurring transactions to prevent fraud and protect users.

£
Kr
$

Checkout Conversions

Improve subscription checkout experience with smart recurring payment options.

User
Sarah Smith
Stripe$129.00
User
Michael Lee
PayPal$192.00
User
Stephanie Johnson
Visa$249.50

Payment Efficiency

Optimize recurring payment processes and reduce failed transactions with smart tools.

Total Revenue
+120%
$44,000

Subscription Intelligence

Turn recurring transaction data into meaningful subscription insights

Subscription Breakdown

$149Monthly
Entertainment (35%)
Software (30%)
Utilities (25%)
Other (10%)

Monthly Subscription Calendar

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Subscription Due Date
Today

Ready to implement subscription intelligence?

Get started with our powerful recurrence detection API today