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aFinder

Find the right people in seconds, not weeks

Semantic search across 1.2B+ profiles. aFinder doesn’t just match keywords, it understands context, detects hidden skills, and surfaces candidates others miss.

Semantic search that understands context

Not keyword matching
Meaning matching

You search: "Someone who's rebuilt payment infrastructure at scale"

TRADITIONAL SEARCH RETURNS

Profiles with the words "payment" AND "infrastructure"

aFINDER RETURNS

Semantic matches based on context
  • The engineer who rebuilt Stripe's billing system (never used the word "payment")
  • The architect who scaled Square's transaction processing (focused on "financial systems")
  • The developer who wrote about distributed ledgers and consistency

How it works

I vectorize skills, projects, and experience—not just job titles. I understand that "rebuilt checkout flow" and "reimagined payment UX" describe similar expertise. I detect that someone contributing to Apache Kafka likely understands distributed systems, even if they never wrote those words.

What you actually search

Instead of this

("React" OR "Vue" OR "Angular") AND ("Senior" OR "Lead") AND "E-commerce"

You type this

"Find senior frontend engineers who've worked on consumer checkout experiences"

I understand that "Senior" means 5+ years, lead roles, architecture decisions. "Frontend" includes React, Vue, Angular, and modern frameworks. "Checkout experiences" connects to e-commerce, payments, conversion optimization. Then I search across LinkedIn, GitHub, blog posts, conference talks, and 15+ databases.

The results you get

  • Match explanation — Why this person fits. Not just "has React"—specific evidence like "Rebuilt Shopify's cart UI, spoke at React Conf about performance optimization, maintains an open-source form library."
  • Enriched data — GitHub contributions and projects, published articles and talks, skills inferred from actual work, career trajectory and growth signals.
  • Export-ready — One-click export to your ATS with all context attached. Or hand off directly to aHunter for outreach.

How a SaaS company found their technical lead

Real Example

The role: Senior Frontend Engineer with e-commerce experience

TRADITIONAL LINKEDIN SEARCH
Query"Senior Frontend" + "E-commerce"
Results8,400 profiles
After filtering200 "maybe"
Time spent4.5 hours
Found5 worth outreach
WITH aFINDER
QueryNatural language
Results27 highly matched
Match score94%+
Time spent5 minutes
Found23 worth outreach
The difference

One candidate had "Vue Developer" as their title. aFinder flagged them because:

  • GitHub showed extensive React work on a side project
  • They wrote a blog post about optimizing checkout flows
  • Previous role rebuilt an entire payment UI (buried in job description)
The result: Traditional search missed them completely. They're now the technical lead.

What makes aFinder different

TRADITIONAL SEARCH TOOLS
Keyword Matching
  • Keyword matching ("React" = React)
  • Boolean operators (AND/OR/NOT)
  • Manual filtering through hundreds of results
  • Miss candidates who use different vocabulary
aFINDER
Semantic Understanding
  • Semantic understanding (context over keywords)
  • Natural language queries (describe what you need)
  • Pre-scored, ranked results (best matches first)
  • Surfaces hidden talent (GitHub, blogs, talks)
94.7%
match accuracy—candidates we surface actually fit the role

Frequently asked questions

Reach out to our sales team for guidance on how to integrate Caria into your recruiting workflow.

Who can use Caria?

Caria is built for recruiters, sourcers, and talent acquisition teams. Whether you work for a startup, agency, or enterprise, Caria helps you find candidates faster and more efficiently.

Caria is built for recruiters, sourcers, talent acquisition teams, and hiring managers. Whether you’re at a startup, agency, or enterprise, Caria helps you find and hire candidates faster.

Absolutely. All paid plans include team seats so you can collaborate with other recruiters. Pro includes 3 seats, Growth includes 5 seats.

Less than a minute. Sign up online to create your account, set up your AI workflows, and start generating candidate leads immediately. For CRM or ATS integration details, contact our sales team.

Yes. Caria integrates with major ATS and CRM systems. Reach out to our team for a full list of supported platforms.