Integration

MX transaction cleanup

TxnKit helps MX cleanup workflows return cleaner merchant display metadata after the transaction feed is already available.

Ask about a 100-descriptor cleanup auditInspect the API

Target intent

clean MX-backed transaction rows for display.

TxnKit sits after MX transaction access.

Raw descriptor

VISA DDA PUR 5542 GAS BAR

API-shaped output

{
  "normalized_merchant": "visa dda pur gas bar",
  "display_name": "Visa Dda Pur Gas Bar",
  "category": null,
  "subcategory": null,
  "website": null,
  "logos": {
    "preferred": null,
    "variants": [],
    "warnings": [
      "no_verified_logo_for_local_merchant"
    ]
  },
  "confidence": 0.56,
  "recurring_hint": false,
  "processor_hint": "unknown",
  "location_hint": null,
  "signals": [
    "removed_reference_tokens"
  ],
  "warnings": [
    "local_merchant_identity_not_verified"
  ]
}

Low-confidence results should keep fallback labels and warnings visible instead of forcing a guessed logo or website.

When to use

  • You already receive transactions through MX cleanup and need cleaner UI rows.
  • You want a one-descriptor enrichment API with bounded response fields.
  • You need fallback warnings for ambiguous descriptors instead of silent overconfidence.

When not to use

  • TxnKit sits after MX transaction access.
  • Do not use TxnKit to process card numbers, account numbers, full statements, bank credentials, emails, phone numbers, addresses, customer names, or customer PII.
  • Do not use TxnKit when the product requirement is guaranteed merchant identity, every-merchant resolution, or contracted uptime terms.

Proof surfaces

The public contract is POST /v1/enrich, backed by the OpenAPI file, benchmark examples, privacy rules, and deterministic request-path tests.

OpenAPI · Benchmark · Security · Pricing

Related pages