Trove
Trove is a developer-first transaction enrichment API that deciphers messy financial transactions into real-time, actionable merchant intelligence — returning merchant identities, spending categories, geolocation and company metadata.
Trove is business intelligence software teams evaluate for business intelligence. Use this page to review pricing, integration signals, and the best alternatives before you commit.
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Quick Overview
Best for: Business Intelligence
What it does
Business Intelligence software for decision-makers comparing workflow fit and alternatives.
Best fit
Business Intelligence
Pricing snapshot
Free
Next step
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Trove
Trove provides real-time merchant intelligence by enriching raw financial transaction data with accurate merchant identities, spending categories, geolocation details and company metadata. Built around a purpose-trained LLM and a developer-first API, Trove is designed for teams that need instant, standardized insights from messy transaction feeds. Typical users include fintechs, banks, analytics teams, and any application that requires merchant-level enrichment or spend analysis.
Trove is a developer-first transaction enrichment API that deciphers messy financial transactions into real-time, actionable merchant intelligence — returning merchant identities, spending categories, geolocation and company metadata.
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Claim this listingKey Features
Merchant identity enrichment
Automatically map raw transaction descriptions to canonical merchant names and domains, improving clarity and consistency in transaction records.
Spending categorization
Assign transactions to spending categories to enable spend analysis, reporting, and customer insights.
Geolocation and company metadata
Return merchant HQ city/state, company size, industry, founding date and social links when available to add business context to transactions.
Purpose-trained LLM parsing
A model trained to interpret messy financial text and extract structured merchant and transaction attributes in real time.
Developer-first API
Simple API for sending transaction data and receiving instant enrichment; documentation and sample transaction responses available on the site.
Sample transaction explorer
Examples on the site show how real transactions are parsed and what enrichment fields are returned for review and validation.
Pricing
Get Access For Free is promoted on the site; specific pricing tiers, quotas and paid plans are not detailed on the provided content.
Use Cases
Spend analytics and reporting
Enrich transaction data to power dashboards and reports that show where and how users spend across merchants and categories.
Customer insights and personalization
Use merchant and category enrichments to segment customers, personalize offers, or tailor product recommendations.
Data normalization for fintech products
Standardize disparate transaction descriptions into consistent merchant identities and attributes for reconciliation, statements, and bookkeeping.
Integrations
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Benefits
Limitations
Frequently Asked Questions
How do I start using Trove?
What data does Trove return for each transaction?
Is Trove free to try?
Getting Started
- 1 Visit Trove and request access or sign up to get an API key (Get Access For Free).
- 2 Send transaction data to the Trove API following the API documentation and sample requests.
- 3 Receive enriched transaction records with merchant identity, categories, geolocation and company metadata and integrate these into your workflows.
Support
Documentation
API documentation is referenced on the site ("API Documentation"). Access via Trove web pages to view endpoints and examples.
Support
A Contact / Support link is referenced in the site footer; use the site’s contact or support page to get help or request access.
API
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