Transaction Categorization {API}
Categorize and enrich any transaction with merchant data and brand assets.
Turn raw transaction strings into structured merchant data with names, logos, categories, and domains. Built for finance apps and fraud detection.
What You Get
Each API call converts transaction text into structured brand data.
Company name
Clean, official business name
Domain & logo
Official website and high-res logo
Brand metadata
Colors, description, and social profiles
Category
Business classification and industry
How It Works
We use advanced matching algorithms to identify merchants from transaction descriptions.
Send transaction text
Like GREGORYS COFFEE $9.99
String parsed
Token matching, BIN data, and payment processor mapping
Merchant matched
Known merchant database and pattern analysis
Brand returned
Complete business identity with domain, logo, and category
API Response
Extracted brand data for Nespresso
POST /v1/brand/transaction{
"brand": {
"domain": "nespresso.com",
"title": "Nespresso",
"description": "World leader in coffee...",
"colors": [{ "hex": "#8a8c92", "name": "Ancient Pewter" }],
"logos": [{ "url": "https://media.context.dev/...", "mode": "light" }]
}
}Context at scale
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