ENABLE AI & AUTOMATION WITH YOUR CREDIT REPORT DATA

Transform complex legacy fixed-format credit reports into clean, structured JSON data. Power your fintech applications with standardized credit data including 200+ pre-calculated analytical fields.

200+ Custom Fields
99.95% SLA
2 Major Bureaus Supported
API Response

{
    "account_number": "4",
    "account_type": {
        "key": "R",
        "value": "revolving"
    },
    "close_date": "",
    "credit_limit_amount": 8000,
    "current_balance": 93,
    "ecoa_code": {
        "key": "I",
        "value": "individual"
    },
    "high_balance_amount": 93,
    "is_open": "1",
    "last_payment_date": "",
    "maximum_delinquency_amount": 0,
    "maximum_delinquency_date": "",
    "monthly_payment": 10,
    "months_reviewed": 29,
    "open_date": "2012-04-25",
    "original_balance": 93,
    "past_due_amount": 0,
    "payment_history": "11211111311111111111111111111",
    "portfolio_type": {
        "key": "CC",
        "value": "credit card"
    },
    "status": {
        "key": "01",
        "value": "paid or paying as agreed"
    },
    "term": 0,
    "times_30_days_late": 1,
    "times_60_days_late": 1,
    "times_90_days_late": 0
},
                            

See the Transformation

From complex fixed-format strings to clean, structured JSON

Before: Raw Credit Report

TU4R062011                        1614F 0459317220240229143215PH0101207000SH01027101Y05N03PEN20210602NM01070F1TEST                     TESTY                               PI01029F66666666619910601    AD01105F11333         HOPP                         CT     FANTASY ISLAND             IL60750     20221206AD01105F111233      S CARROT                       ST     FANTASY ISLAND             IL60750     20200408EM01100ASDF                               F                                      20240110V          EM01100FDSA SOLUTIONS                     FDEVELOPER                             20240110V          TR01288Q 0202V002WLM P & F CU            I66666                   I2020042620240101V                         051000003817000006587         034M000000242                                    US            00         2024010105                                                        00       TR01288B 041PF002FST PREMIER             R66666                   I2022060120240101V                         011000000184000000414000007500                                                               00                   20231201111111111X11                                    120000002TR01288B 09616003DISCOVERBANK            R4                       I2012042520240101V                         011000000093000000093000008000MIN 000000010                                    CC            00                   2023120111111111111111111111111111111                   290000002TR01288Q 06262001PROVDENT FCU            I66666666                I2020100420240101V                         011000000554000001005                                                                        00                   202312011111111111111111111111111                       250000002TR01288B 0848R015WILM TRUST              M666666                  I1995013120240101V                         011000003327000036500         300M000000163                                    RE            00                   20231201111111111111111111111111                        240000002TR01288D 0160Q001BOSCOVS                 R1                       I2007121020231201V                         011000000019000000272         MIN 000000010                                                  00                   202311011XXXXX111111XX1XXX111X1XXXXXXXXXXXX111111XX1X11 470000002TM01040000000000001000000000005000000000IN0106516ORF 04593172TEST/INQUIRY            I           20240229IN0106540PEY 02462756TEST/INQUIRY            I           20240113OB01148TRANSUNION TEST FACILITY                          555 W ADAMS                             CHICAGO, IL 60661            800-888-4213          AO0101700Q8804   SC0103400Q88+696    039013027018  AO010170680004O01AO010170705101M00ENDS010024

Problems with Raw Format:

  • Fixed-width fields hard to parse
  • Cryptic codes and abbreviations
  • No data validation
  • Manual processing required

After: Structured JSON


{
    "account_number": "4",
    "account_type": {
        "key": "R",
        "value": "revolving"
    },
    "close_date": "",
    "credit_limit_amount": 8000,
    "current_balance": 93,
    "ecoa_code": {
        "key": "I",
        "value": "individual"
    },
    "high_balance_amount": 93,
    "is_open": "1",
    "last_payment_date": "",
    "maximum_delinquency_amount": 0,
    "maximum_delinquency_date": "",
    "monthly_payment": 10,
    "months_reviewed": 29,
    "open_date": "2012-04-25",
    "original_balance": 93,
    "past_due_amount": 0,
    "payment_history": "11211111311111111111111111111",
    "portfolio_type": {
        "key": "CC",
        "value": "credit card"
    },
    "status": {
        "key": "01",
        "value": "paid or paying as agreed"
    },
    "term": 0,
    "times_30_days_late": 1,
    "times_60_days_late": 1,
    "times_90_days_late": 0
},

Benefits of JSON Format:

  • Easy to parse and integrate
  • Human-readable field names
  • Built-in data validation
  • Ready for automation

Try it Yourself

See how CreditParsePro transforms credit data

Credit Report Input

JSON Output

{
  "message": "Click 'Parse Credit Report' to see the transformation!"
}

Ready to integrate? Start your free trial and get 100 API calls per month.

Easy Integration

Get started in minutes with our simple API

curl -X POST https://api.creditparsepro.io/v1/parse \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{"credit_report_text": "sample text"}'
import requests
import json

url = "https://api.creditparsepro.io/v1/parse"
headers = {
    "Authorization": "Bearer YOUR_API_KEY",
    "Content-Type": "application/json"
}

with open("credit_report.txt", "r") as file:
    credit_report_text = file.read()
    
payload = {"credit_report_text": credit_report_text}
response = requests.post(url, headers=headers, json=payload)
    
print(response.json())
const response = await fetch('https://api.creditparsepro.io/v1/parse', {
  method: 'POST',
  headers: {
    'Authorization': 'Bearer YOUR_API_KEY',
    'Content-Type': 'application/json'
  },
  body: JSON.stringify({
    credit_report_text: creditReportText
  })
});

const data = await response.json();
console.log(data);

Powerful Features

Everything you need to work with credit report data

Automatic Detection

Automatically detects bureau type and report version, handling format variations seamlessly.

Standardized Output

Consistent JSON structure regardless of input format, making integration simple and reliable.

High Performance

Optimized parsing engine processes reports in milliseconds with 99.9% accuracy.

Enterprise Security

End-to-end encryption and secure data processing.

Developer Friendly

RESTful API with comprehensive documentation and Postman collections.

Rich Analytics

Extract detailed metrics including payment history, utilization, and risk indicators.

200+ Pre-Calculated Analytics Fields

Go beyond basic parsing with sophisticated credit metrics ready for immediate use

Payment Pattern Analytics

Advanced delinquency tracking across 3, 6, 12, 18, and 24-month periods with account-type segmentation for precise risk assessment.

Utilization Ratios

Complex credit utilization calculations including individual vs. joint accounts, revolving vs. installment breakdowns, and specialized ratios excluding student loans.

Account Segmentation

Detailed categorization by auto loans, recreational loans, mortgages, and credit cards with comprehensive aging and performance metrics.

Sample Analytics Fields

Revolving Credit (20+ fields)

  • revolving_utilization_ratio_individual
  • open_count_percent_joint
  • total_count_current

Installment Loans (80+ fields)

  • installment_utilization_ratio_no_student_loans
  • total_count_gte_24_period_auto
  • original_sum_no_student_loans_no_mortgage

Payment History (50+ fields)

  • non_regular_payment_percent_past_12_periods
  • regular_payment_count_no_student_loans_past_6_periods
  • oldest_open_date_months

Save months of development time with pre-calculated fields that would typically require complex queries and domain expertise to derive from raw credit data.

Use Cases

Powering innovation across financial services

Credit Risk Modeling

Build sophisticated risk models with structured credit data and payment history analytics.

Automated Underwriting

Streamline loan approval processes with automated credit report analysis and scoring.

Portfolio Analytics

Analyze loan portfolios and monitor credit performance across customer segments.

Supported Credit Bureaus

Full support for major US credit reporting agencies

Experian

Complete support of ARF fixed-format with advanced mapping.

  • Supports ARF Format
  • Auto Detects Version
  • Advanced Key-Value Pair Mappings
  • Support for Legacy Versions

TransUnion

Complete support of TU4.0 and TU4.1 fixed-formats with advanced mapping.

  • Supports TU4.0 & TU4.1 FFR Formats
  • Auto Detects Version
  • Advanced Key-Value Pair Mappings
  • Support for Legacy Versions

Simple, Transparent Pricing

Choose the plan that fits your needs

Ready to Transform Your Credit Data?

Start using CreditParsePro to unlock the power of structured credit data.

100 free API calls/month
No credit card required
Setup in 5 minutes