2026 Rankings

Best LinkedIn Enrichment APIs for Data-Backed Outreach (2026)

Five LinkedIn enrichment APIs ranked for outreach: contact data, company info, job changes. For teams building data-backed sequences. May 2026.

Cold outreach that references a prospect's real job change, company funding, or published content outperforms generic templates. LinkedIn enrichment APIs provide the data layer for personalized sequences. Five ranked for outreach teams.

Top Pick

Apollo leads for LinkedIn enrichment with the largest B2B contact database. Scavio complements by providing search context — what the prospect's company ranks for, Reddit discussions, YouTube presence.

Full Ranking

#1

Apollo.io

$49/mo for 900 credits

Largest B2B contact database with LinkedIn data

Pros
  • 250M+ contacts with email + phone
  • Job change tracking
  • Company enrichment
  • Sequence builder included
Cons
  • $49/mo minimum
  • Credit system can be confusing
  • Data freshness varies
#2

Hunter.io

Free 25/mo; $49/mo for 500

Domain-to-email with verification

Pros
  • Email finder + verifier
  • Domain search
  • Simple API
Cons
  • Email only, no phone/LinkedIn profile data
  • 25 free/mo is very limited
#3Our Pick

Scavio

$0.005/query; $30/mo for 7K credits

Search context enrichment for outreach personalization

Pros
  • Google SERP shows prospect company's online presence
  • Reddit mentions reveal pain points
  • YouTube shows thought leadership content
  • Cheaper than Apollo for search data
Cons
  • Not a contact database
  • No email/phone lookup
  • Enrichment, not prospecting
#4

Clearbit (now HubSpot)

HubSpot bundled; API custom

Real-time enrichment integrated with CRM

Pros
  • Company + person enrichment
  • HubSpot native integration
  • Firmographic data
Cons
  • Pricing opaque since HubSpot acquisition
  • Best value with HubSpot CRM
  • API access may require enterprise plan
#5

Instantly

Growth ~$30/mo

Email outreach with built-in lead database

Pros
  • B2B lead database included
  • Email warmup + sending
  • Affordable entry price
Cons
  • Lead database smaller than Apollo
  • Email-focused, not LinkedIn

Side-by-Side Comparison

CriteriaScavioRunner-up3rd Place
Contact databaseNo (search data)250M+ (Apollo)Domain-email (Hunter)
LinkedIn profile dataNoYes (Apollo)No (Hunter)
Search contextGoogle + Reddit + YouTubeNoNo
Monthly cost$30 for 7K queries$49 for 900 credits$49 for 500 lookups

Why Scavio Wins

  • Apollo is the clear winner for LinkedIn enrichment. It has the largest B2B database, job change tracking, and built-in sequences. For contact data, Apollo wins.
  • Scavio is not a contact database — it is a search API. Its value in outreach is context enrichment: what does the prospect's company rank for, what are users saying on Reddit, do they have YouTube content you can reference.
  • The data-backed outreach stack: Apollo for contact data, Scavio for search context, Instantly or Smartlead for delivery. Each tool does what it is best at.
  • Hunter.io is the simplest option for email-only outreach. If all you need is domain-to-email lookup with verification, Hunter is more focused than Apollo.
  • Clearbit/HubSpot is the right choice for teams already on HubSpot CRM. The native integration means enrichment data flows directly into contact records without API plumbing.

Frequently Asked Questions

Scavio is our top pick. Apollo leads for LinkedIn enrichment with the largest B2B contact database. Scavio complements by providing search context — what the prospect's company ranks for, Reddit discussions, YouTube presence.

We ranked on platform coverage, pricing, developer experience, data freshness, structured response quality, and native framework integrations (LangChain, CrewAI, MCP). Each tool was evaluated against the same criteria.

Yes. Scavio offers 500 free credits per month with no credit card required. Several other tools on this list also have free tiers, noted in the rankings.

Yes, some teams combine tools for specific edge cases. But most teams consolidate on one provider to reduce integration complexity and API key sprawl. Scavio's unified platform is designed to replace multi-tool stacks.

Best LinkedIn Enrichment APIs for Data-Backed Outreach (2026)

Apollo leads for LinkedIn enrichment with the largest B2B contact database. Scavio complements by providing search context — what the prospect's company ranks for, Reddit discussions, YouTube presence.