Trove
Trove is a developer-first API that provides real-time merchant intelligence and transaction enrichment, using a purpose-trained LLM to identify merchant identities, spending categories, geolocation, and other metadata from financial transaction data.
Trove is finance software teams evaluate for finance. Use this page to review pricing, integration signals, and the best alternatives before you commit.
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Review official source →Quick Overview
Best for: Finance
What it does
Finance software for decision-makers comparing workflow fit and alternatives.
Best fit
Finance
Pricing snapshot
Freemium from Free (Get Access For Free mentioned on site)
Next step
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Trove
Trove is a transaction enrichment API that provides real-time merchant intelligence for financial transactions. It uses a purpose-trained large language model to parse messy transaction descriptions and return structured, actionable metadata such as merchant identities, spending categories, geolocation, and company attributes. The product is positioned for developers and businesses that want to enrich transaction data to understand where and what their users spend money on, offering sample enriched transactions and an API-first integration model.
Trove is a developer-first API that provides real-time merchant intelligence and transaction enrichment, using a purpose-trained LLM to identify merchant identities, spending categories, geolocation, and other metadata from financial transaction data.
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Claim this listing for $29Key Features
LLM-based transaction parsing
A purpose-trained LLM deciphers financial transaction text to provide structured insights and categorization.
Real-time enrichment API
Developer-first API that accepts transaction data and returns enriched merchant identities, categories, geolocation, and additional metadata instantly.
Merchant intelligence & company attributes
Enrichment output includes merchant name, domain, founding date, company type, industry, categories, company size, headquarters location, and social links (as shown in sample transactions).
Sample transaction examples
The site provides sample parsed transactions (Uber, Chipotle, Sam's Club) to demonstrate the enrichment returned by the API.
Pricing
The site repeatedly advertises "Get Access For Free" and encourages getting started for free.
Free
Free (Get Access For Free mentioned on site)- Access to the API (site invites users to "Get Access For Free")
Use Cases
Understand user spending
Enrich transaction feeds to determine where and what users are spending money on, enabling spend analytics and segmentation.
Developer integrations
Integrate Trove's API into backend systems to enrich transactions in real time for apps and financial services.
Data enrichment for product features
Use enriched merchant identities and categorization to power UX features like merchant display names, category-based insights, and location-based grouping.
Integrations
HTTP API
Send transaction data to Trove's API to receive enriched merchant identities, categories, geolocation, and company metadata.
Benefits
Limitations
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Frequently Asked Questions
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Getting Started
- 1 Request access or click "Get Access For Free" on the site.
- 2 Obtain an API key via the "Get your API key" flow on the site.
- 3 Send transaction data to the Trove API to receive enriched merchant and category metadata in response.
Support
docs
API Documentation (linked on the site as "API Documentation").
contact
Contact / Support link available in site footer ("Contact", "Support").
API
API Documentation (linked on the site)
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