Describe who you want. lin-cruiter searches LinkedIn at scale, enriches every profile, and uses AI to rank candidates against your exact criteria.
Everything you need
From first search to export-ready shortlist in minutes. No LinkedIn Recruiter seat required.
Alex Rivera
ML Lead · Anthropic · 6 yrs exp
“Led LLM training at Google Brain, published NeurIPS 2023, expert in PyTorch and JAX distributed training.”
plain English input
“Senior ML Eng, 5+ yrs, LLM training experience, ex-FAANG preferred, Series B startup”
Role
ML Engineer
Seniority
5+ years
Stack
PyTorch · JAX
Signal
ex-FAANG
Stage
Series B
Focus
LLM training
500K+
Profiles indexed
94%
Match accuracy
< 5min
To first shortlist
40hrs
Saved per hire
How it works
The entire pipeline runs in the background. You just describe who you want.
Write in plain English - seniority, skills, industry, company stage, location. Structured search parameters get extracted automatically.
$ parse_criteria “B2B SaaS AE, $100K+ ARR, fintech”
Parsing natural language input...
✓ role Account Executive
✓ segment B2B SaaS
✓ acv $100K+ ARR
✓ vertical fintech, hr-tech
✓ 8 keyword variants generated
Ready to search. ▌
sniper-shot fires off intelligent keyword variants across LinkedIn, then enriches every profile with experience, skills, and company context.
$ hunt --criteria ae-fintech-100k
Querying LinkedIn × 8 keyword variants...
→ 1,204 profiles returned
→ 357 duplicates removed
Enriching remaining profiles...
→ 847 profiles fully enriched
Running AI scoring ▌
Every enriched profile gets a precise 0-100 score, evidence quotes proving the match, and red flags surfaced automatically.
$ results --sort score --top 3
Scored 847 candidates. Top results:
Export ready. 847 candidates scored.
Create a hunt, describe what you're looking for, and let AI do the heavy lifting. Your ranked shortlist will be ready in minutes.