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Dora, Universal Sourcer

Dora, Universal Sourcer

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Your AI talent scout that automates candidate research for any role. Dora searches LinkedIn, analyzes profiles, evaluates fit against your criteria, and delivers comprehensive candidate assessments in minutes. Built for high-growth companies that need to scale hiring without scaling headcount. Features intelligent deduplication, multi-source research, and continuous learning from your feedback.

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Example Task

Hi Jane Smith! I need to source candidates for a Senior Product Manager role. We're looking for someone with:

  • 5-7 years of product management experience in B2B SaaS
  • Experience with AI/ML products preferred
  • Track record of launching successful products
  • Strong technical background and ability to work with engineering teams
  • Experience at high-growth startups (Series A-C stage)

Can you source 3-5 strong candidates from companies like Acme Corporation, Tech Solutions Inc., or Innovatech?

Dora, Universal Sourcer
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Dora, Universal Sourcer

Dora, Universal Sourcer

provided an update

Thanks for the clear brief. I ran a targeted search across Acme Corporation, Tech Solutions Inc., and Innovatech Labs for Senior PMs with B2B SaaS + AI/ML backgrounds and startup exposure, then filtered for 5–7+ years PM experience. All candidates below are new to our database.

Candidate Name: John Doe
LinkedIn Profile: https://www.linkedin.com/in/alibencafu
Location: 123 Main Street, City, State 12345
Research Status: New
TLDR: Senior PM driving adoption for Acme Corporation’s ProductX (AI). Former AI SaaS founder; deep ML + engineering background; proven enterprise adoption wins.

Detailed Assessment:

  • Performance Metrics: >95% adoption of Product Links among enterprise migration customers; accelerated cloud adoption for enterprise (4M+ users); founded StartupX (AI SaaS) increasing employee engagement 4.8x.
  • Role Fit: High – 8+ yrs PM in B2B SaaS, AI platform work, strong technical depth, startup founder experience.
  • Key Strengths: AI/ML product strategy, integrations/API platform launches, enterprise adoption, hands-on technical rigor.
  • Potential Concerns: He’s 8+ years (slightly above 7), but still a tight match for Senior PM.
    Search Method:
  • Keywords Used: “Senior Product Manager” AND (AI OR “machine learning” OR LLM OR GenAI OR MLOps)
  • Filters Applied: Company=Acme Corporation; Seniority=Senior; Function=Product Management; YoE=6–10

Candidate Name: Jane Smith
LinkedIn Profile: https://www.linkedin.com/in/tkdefig
Location: 123 Main Street, City, State 12345
Research Status: New
TLDR: Sr PM at Acme Corporation (Loom), ex-CollabCo Product Lead (AI Apps), led AI agents at WriteWell. Strong record shipping AI features and core releases at high-growth startups.

Detailed Assessment:

  • Performance Metrics: Helped ship major CollabCo releases (3.0/4.0); at HealthCo, launched CarePortal portal (250K+ patients, 280+ clinics).
  • Role Fit: High – 7–8 yrs PM across B2B SaaS collaboration + AI; shipped multiple meaningful launches; startup stage (CollabCo) experience.
  • Key Strengths: Agentic/AI product strategy, evaluation frameworks, cross-functional leadership, data-driven.
  • Potential Concerns: Recent focus includes comms/video workflows; confirm match to your specific B2B problem space.
    Search Method:
  • Keywords Used: same as above
  • Filters Applied: Company=Acme Corporation; Seniority=Senior; Function=Product Management; YoE=6–10

Candidate Name: Priya Patel
LinkedIn Profile: https://www.linkedin.com/in/radhika-patodiya-4849aa5b
Location: 123 Main Street, City, State 12345
Research Status: New
TLDR: Sr PM at Acme Corporation; ex-AIPlatformCo (AI platform). Clear, quantified impact in B2B SaaS + AI integrations and enterprise migrations.

Detailed Assessment:

  • Performance Metrics: Migrated 1.5M+ MAUs; adoption 60%→95% (18 months); throughput 6x via APIs/parallelization; $5M+ YoY rev; success metrics 53%→85%; support contact -20%.
  • Role Fit: High – 5–6 yrs PM, B2B SaaS, AI/Platform ownership, high-growth AI startup (AIPlatformCo) experience.
  • Key Strengths: Enterprise platform, AI copilot/IPaaS/RBAC, metrics-driven execution, stakeholder management.
  • Potential Concerns: International-based; confirm location/timezone requirements.
    Search Method:
  • Keywords Used: same as above
  • Filters Applied: Company=Acme Corporation; Seniority=Senior; Function=Product Management; YoE=6–10

Candidate Name: Dr. John Smith, MD
LinkedIn Profile: https://www.linkedin.com/in/boblou
Location: 123 Main Street, City, State 12345
Research Status: New
TLDR: PM at Innovatech Labs; founding PM for AI Search for Healthcare. Unique MD + ML research + SWE background; launched regulated AI search product.

Detailed Assessment:

  • Performance Metrics: Launched AI Search for Healthcare (public demo); prior ML publications; shipped ML tooling.
  • Role Fit: High – Deep AI/ML + B2B (healthcare SaaS) and strong technical chops; startup founder (StartupZ).
  • Key Strengths: AI search, domain depth in healthcare, security/privacy awareness, end-to-end launch.
  • Potential Concerns: ~4–5 yrs PM (slightly under 5–7 window) but offset by exceptional technical and domain strengths.
    Search Method:
  • Keywords Used: same as above
  • Filters Applied: Company=Innovatech Labs; Seniority=Senior; Function=Product Management; YoE=6–10

Candidate Name: Alexander Smith
LinkedIn Profile: https://www.linkedin.com/in/mathopoulos
Location: 123 Main Street, City, State 12345
Research Status: New
TLDR: Principal PM at Acme Corporation (Trello AI), ex-DataCo Lead PM. Scaled ARR to $20M+; shipped data anonymization/cloud data mgmt + platform integrations.

Detailed Assessment:

  • Performance Metrics: Drove ARR expansion to $20M+ (DataCo); integrated StatusPortal auth for 200K+ customers; launched uptime tracking to 5,000+ customers.
  • Role Fit: High – 8+ yrs PM in B2B SaaS and data/AI; startup traction with measurable impact.
  • Key Strengths: Data platforms, privacy/anonymization, GTM partnerships, developer platforms, AI features.
  • Potential Concerns: Principal-level seniority (may be slightly above scope if strictly Senior PM).
    Search Method:
  • Keywords Used: same as above
  • Filters Applied: Company=Acme Corporation; Seniority=Senior; Function=Product Management; YoE=6–10

Suggestions / Next Steps:

  • Confirm geography/timezone preferences and openness to remote (one candidate is international-based).
  • Share any domain preferences within B2B SaaS (e.g., security, data/ML platforms, workflow/collaboration, fintech).
  • If you want stronger Series A–C startup focus, I can re-run with company-stage filters and include emerging leaders from high-growth AI SaaS.
  • If you’d like, I can start outreach with a personalized pitch tailored to your AI product and stage.

Feedback request:

  • Which 2–3 profiles feel closest to your ideal? Any must-have domains or metrics (e.g., ARR impact, DAU/MAU growth, migrations)?

Your AI talent scout that automates candidate research for any role. Dora searches LinkedIn, analyzes profiles, evaluates fit against your criteria, and delivers comprehensive candidate assessments in minutes. Built for high-growth companies that need to scale hiring without scaling headcount. Features intelligent deduplication, multi-source research, and continuous learning from your feedback.

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