Trove

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.

Free API 70/100
#222 in Business Intelligence (222 tools)
Added 5 months ago
30047 directory views this week

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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Key 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

Free Tier Available

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

Transforms messy transaction text into structured, actionable merchant-level data in real time.
Developer-first API and sample data speed integration and validation against real transaction examples.
Provides rich company metadata (industry, size, HQ, social links) and geolocation to add context beyond basic merchant name and category.

Limitations

Public-facing documentation in the provided content does not include detailed pricing, quotas or rate limits.
Coverage and completeness of merchant metadata are not quantified in the provided content; actual coverage may vary by region and merchant.

Frequently Asked Questions

How do I start using Trove?
Request access or sign up on the Trove site to obtain an API key, then follow the API documentation to send transaction data and receive enrichment.
What data does Trove return for each transaction?
Trove returns merchant names and domains, spending categories, geolocation details, and company metadata such as industry, company size, founding date and social links when available.
Is Trove free to try?
The site repeatedly promotes "Get Access For Free." However, detailed pricing, quotas and paid plan specifics are not included in the provided content, so you should contact Trove or consult their documentation for full pricing details.

Getting Started

  1. 1 Visit Trove and request access or sign up to get an API key (Get Access For Free).
  2. 2 Send transaction data to the Trove API following the API documentation and sample requests.
  3. 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

Available: Yes

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