Transaction Data Enrichment
Turn cryptic merchant codes into branded, recognizable transactions. Transaction data enrichment with logos, colors, and company details from a single API call.
How it works
From raw merchant data to branded transactions in three steps
Capture the transaction
Extract the merchant name or descriptor from your billing data, payment processor, or bank feed.
Identify the brand
Pass the merchant descriptor to Context.dev. We map cryptic codes to real companies and return structured brand data.
Enrich the display
Render transactions with logos, brand colors, and company details. Users instantly recognize every charge.
Before & after
See the difference in real time
Drag the slider to see how cryptic transaction codes become recognizable brands.
Transaction History
| Date | Merchant | Amount |
|---|---|---|
| 2024-10-08 | AMZN*MKTP US-XX1234 | $129.99 |
| 2024-10-07 | WALMART STORE#1234 | $64.32 |
| 2024-10-05 | TICKETMASTER*EVENT | $245.00 |
Transaction History
Amazon
Walmart
Ticketmaster
Who This Is For
Fintech Apps
Building the next-gen banking experience
Users see cryptic merchant codes like "SQ *MERCHANT 1234" instead of recognizable businesses.
Instantly enrich every transaction with logos and clean merchant names via a single API call.
Users actually understand their spending. Engagement jumps, support tickets drop.
Expense Management
Teams managing corporate spend
Finance teams wade through spreadsheets of vendor names that don't match official company names.
Automatically match messy transaction data to clean company names, logos, and categories.
Expense reports become scannable at a glance. Approvals take minutes, not hours.
B2B Invoicing Platforms
Creating professional billing experiences
Every invoice looks generic. Clients get templated PDFs that could be from anywhere.
Pull client branding automatically and generate invoices that look custom-designed.
Each invoice reflects the client's brand. Professional, memorable, and on-brand every time.
Payment Processors
Powering commerce for millions
Merchant statements are walls of text. Small businesses can't make sense of their revenue streams.
Transform transaction logs into visual reports with payer branding and categorization.
Merchants see who paid them, not just transaction IDs. Better insights, faster decisions.
Accounting Software
Helping businesses manage their books
Reconciliation is painful when transaction names don't match vendor records.
Intelligently match transactions to known vendors with visual confirmation via logos.
Bookkeepers spot mismatches instantly. Month-end close happens in days, not weeks.
Personal Finance Apps
Empowering smarter spending decisions
Users can't tell which subscription is which or remember what "AMZ*abc123" was for.
Show actual company logos and clean names for every merchant and subscription.
Users actually review their spending. Subscription management becomes obvious and actionable.
Context at scale
Join 5,000+ businesses using Context.dev to enrich their products with structured web data.