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The 8 best enrichment APIs in 2026

Blog post from Exa

Post Details
Company
Exa
Date Published
Author
Exa Labs
Word Count
1,421
Company Posts That Month
36
Language
English
Hacker News Points
-
Post removed?
No
Summary

Enrichment APIs transform identifiers such as email addresses, names, profile URLs, and company domains into structured person, company, technology, and business-signal data that can support lead scoring, CRM updates, routing, and market research. The comparison examines Exa’s configurable Agent API alongside People Data Labs, Apollo, Cognism, Clay, ZoomInfo, Clearbit within HubSpot, and FullContact, highlighting differences in inputs, coverage, pricing models, real-time or batch capabilities, and free access. Exa’s approach emphasizes plain-language research requests, custom JSON schemas, asynchronous processing, and source citations, allowing users to both identify entities and investigate business-specific attributes. The discussion also explains confidence scores, recommending validation of returned company domains before CRM updates, distinguishes low-latency enrichment for new leads from batch processing for large existing datasets, and notes that contact enrichment requires consideration of privacy rules such as GDPR and restrictions on consumer-data uses.

Trends Found in this Post
Trend Post Mentions Total Month Mentions Posts Companies MoM
Real-time 8 4,128 1,085 233 -15%
AI Agents 1 6,890 1,628 266 +23%
Developer Experience 1 485 262 70 -24%
Exa Connect 1 35 34 1 +338%
LLM 1 6,496 1,223 229 +8%
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Use this post, company, and trend context to find content marketing opportunities, perform competitive analysis, or address product feature gaps via the Plushcap MCP server or the Plushcap API.