Raw transactions in.
Clean merchant data out.
The batch-first transaction enrichment API for fintech developers. Enrich raw statement strings with canonical names, logos, domains, categories, subscription flags, and MCC codes in under 50ms.
Enrichment Sandbox
Test raw transaction strings to see the enriched structured output returned by the ParseTx API.
1. Input Statement Text
Type a messy bank/card statement descriptor or choose one of our presets below:
2. Enriched JSON Response
200 OK// Loading output...Built for Speed and Accuracy
Sub-50ms Response
Our global pre-warmed SQLite KV cache guarantees extremely low latency. If a merchant has been resolved once, it is served from the edge instantly.
Batch-First Architecture
Submit up to 100 transaction strings in a single payload. Ideal for syncing user bank statements or processing batch report exports.
Rich Merchant Metadata
Returns normalized merchant names, domain names, categories (130+ distinct classes), subscription indicators, and ISO Merchant Category Codes (MCC).
Simple, Dev-Friendly Pricing
Start for free. No credit card required to begin building.
Sandbox
Perfect for testing, prototyping, and personal projects.
- 1,000 free requests/month
- Full enrichment metadata
- Sub-50ms cache resolution
- Community support
Developer API
Pay-as-you-grow metered billing. No fixed monthly costs.
- Includes 1,000 free requests/month
- $0.005 per transaction thereafter
- Unlimited batch sizes
- Dedicated edge processing nodes
- Priority email & Slack support
Get in Touch
Have questions about integrations, volume pricing, or beta access? Send us a message.