Similarity API

Similarity API

Ship fuzzy matching without the fuzzy pipeline

S
@siyana
Published on Mar 9, 2026
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About Similarity API

Similarity API helps teams ship scalable fuzzy matching, deduplication, and record reconciliation for messy data workflows without building and maintaining their own pipeline. It handles preprocessing, candidate generation, scoring, and output formatting for use cases like CRM cleanup, cross-system matching, and large-scale deduplication.

Product Insights

Similarity API provides developers with a specialized backend service for fuzzy matching and record reconciliation across CRM and database workflows. It consolidates preprocessing, scoring, and output formatting into a single API-driven pipeline for deduplication tasks.

  • Supports large-scale deduplication and record reconciliation through a dedicated API.
  • Categorized across API integrations, analytics, and AI tools for diverse data workflows.
  • Automates the entire matching pipeline from candidate generation to final scoring.
  • Designed specifically for messy data environments and cross-system synchronization.

Ideal for: Developers, Data Scientists, and Backend Developers can utilize this tool to automate CRM cleanup and database management without maintaining custom matching pipelines.

Product Video

Watch a video demo of Similarity API.

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Comments (1)

S
@siyana

Fuzzy-match millions of records in minutes! Test for free in-browser or copy-paste cURL and get results in under a minute!