Search Lane Expander
Turn a rough role target into Precision, Balanced, Broad, and Market Map sourcing lanes. Built for source coverage, not fake candidate volume.
◈Trust note: This expands search lanes and public-source queries. It does not return verified candidates, scrape profiles, or confirm identity, clearance, availability, or contact accuracy.
Precision
Precision lane
Per-source cap: 6. Live source lanes: github, stackoverflow, devto, dockerhub, npm.
Live sources5
Manual-safe lanes6
Query variantsExact role + skills, Skills-only recall, Broad source discovery, Healthcare ecosystem, GovCon breadcrumb lane
Suggested searches
- Exact role + skills: Engineer DevSecOps Engineer Kubernetes Terraform AWS Virginia
- Skills-only recall: Kubernetes Terraform AWS
- Broad source discovery: Kubernetes Terraform AWS Engineer DevSecOps Engineer
- Healthcare ecosystem: Kubernetes Terraform AWS healthcare clinical Epic HL7 FHIR
- GovCon breadcrumb lane: Kubernetes Terraform AWS TS/SCI RMF ATO FedRAMP GovCloud
Manual-safe lanes
- Public Resume X-Ray: Manual-safe discovery lane. Opens public search results for recruiter review. No scraping, no auto-import.
- Portfolio / personal site X-Ray: Manual-safe open-web search for portfolios and personal sites. Every result requires manual review.
- Conference speaker X-Ray: Manual-safe discovery lane for public talks and conference pages, not candidate verification.
- GitHub profile X-Ray: Manual-safe GitHub profile discovery. Review source URLs before saving evidence.
Balanced
Balanced lane
Per-source cap: 8. Live source lanes: github, stackoverflow, devto, dockerhub, npm, pypi, resume_xray, openalex.
Live sources8
Manual-safe lanes6
Query variantsExact role + skills, Skills-only recall, Broad source discovery, Healthcare ecosystem, GovCon breadcrumb lane
Suggested searches
- Exact role + skills: Engineer DevSecOps Engineer Kubernetes Terraform AWS Virginia
- Skills-only recall: Kubernetes Terraform AWS
- Broad source discovery: Kubernetes Terraform AWS Engineer DevSecOps Engineer
- Healthcare ecosystem: Kubernetes Terraform AWS healthcare clinical Epic HL7 FHIR
- GovCon breadcrumb lane: Kubernetes Terraform AWS TS/SCI RMF ATO FedRAMP GovCloud
Manual-safe lanes
- Public Resume X-Ray: Manual-safe discovery lane. Opens public search results for recruiter review. No scraping, no auto-import.
- Portfolio / personal site X-Ray: Manual-safe open-web search for portfolios and personal sites. Every result requires manual review.
- Conference speaker X-Ray: Manual-safe discovery lane for public talks and conference pages, not candidate verification.
- GitHub profile X-Ray: Manual-safe GitHub profile discovery. Review source URLs before saving evidence.
Broad
Broad lane
Per-source cap: 10. Live source lanes: github, stackoverflow, devto, dockerhub, npm, pypi, resume_xray, crates, rubygems, npi, pubmed, openalex.
Live sources12
Manual-safe lanes6
Query variantsExact role + skills, Skills-only recall, Broad source discovery, Healthcare ecosystem, GovCon breadcrumb lane
Suggested searches
- Exact role + skills: Engineer DevSecOps Engineer Kubernetes Terraform AWS Virginia
- Skills-only recall: Kubernetes Terraform AWS
- Broad source discovery: Kubernetes Terraform AWS Engineer DevSecOps Engineer
- Healthcare ecosystem: Kubernetes Terraform AWS healthcare clinical Epic HL7 FHIR
- GovCon breadcrumb lane: Kubernetes Terraform AWS TS/SCI RMF ATO FedRAMP GovCloud
Manual-safe lanes
- Public Resume X-Ray: Manual-safe discovery lane. Opens public search results for recruiter review. No scraping, no auto-import.
- Portfolio / personal site X-Ray: Manual-safe open-web search for portfolios and personal sites. Every result requires manual review.
- Conference speaker X-Ray: Manual-safe discovery lane for public talks and conference pages, not candidate verification.
- GitHub profile X-Ray: Manual-safe GitHub profile discovery. Review source URLs before saving evidence.
Market Map
Market Map lane
Per-source cap: 12. Live source lanes: github, stackoverflow, devto, dockerhub, npm, pypi, resume_xray, crates, rubygems, openalex, semantic_scholar, arxiv, huggingface, npi, pubmed, orcid.
Live sources16
Manual-safe lanes6
Query variantsExact role + skills, Skills-only recall, Broad source discovery, Healthcare ecosystem, GovCon breadcrumb lane
Suggested searches
- Exact role + skills: Engineer DevSecOps Engineer Kubernetes Terraform AWS Virginia
- Skills-only recall: Kubernetes Terraform AWS
- Broad source discovery: Kubernetes Terraform AWS Engineer DevSecOps Engineer
- Healthcare ecosystem: Kubernetes Terraform AWS healthcare clinical Epic HL7 FHIR
- GovCon breadcrumb lane: Kubernetes Terraform AWS TS/SCI RMF ATO FedRAMP GovCloud
Manual-safe lanes
- Public Resume X-Ray: Manual-safe discovery lane. Opens public search results for recruiter review. No scraping, no auto-import.
- Portfolio / personal site X-Ray: Manual-safe open-web search for portfolios and personal sites. Every result requires manual review.
- Conference speaker X-Ray: Manual-safe discovery lane for public talks and conference pages, not candidate verification.
- GitHub profile X-Ray: Manual-safe GitHub profile discovery. Review source URLs before saving evidence.
Next step: take the best lane into Candidate Search, then use the Market Map summary to see source coverage, no-result sources, and manual-safe next actions. Open Candidate Search →
How to use it
Start with the narrowest lane that returns useful evidence. If public-source volume is thin, move to Broad or Market Map, then use manual-safe X-Ray lanes for open-web discovery. Every result still requires recruiter review.