Product Guide
Product Guide

Mastering the EU Sourcing Agent

Your dashboard is more than a report—it's an interactive execution hub. Learn how every module works to source, filter, and contact top engineering talent faster.

How It Works

Three steps from job spec to outreach

1

Define Your Search

Create a job spec with required skills, location, and experience level. Choose which of the 9 EU platforms to scrape.

Getting Started

What is EU Sourcing Agent

AI-powered talent discovery across 9 European platforms.

9Platforms
387Candidates
19Pipeline Runs
0Failures

Paste a job description and get ranked candidates with verified emails and personalized outreach from platforms nobody else is scraping — in under 5 minutes.

Platforms
AI Scoring
Dashboard
Dashboard Analytics

KPI Command Center

Your real-time pulse check on pipeline health.

387Sourced
120Emails
89%Top Match
19Runs

Four live stat cards update after every pipeline run. Total candidates, email discovery rate, highest match score, and run count give you instant visibility.

Total Sourced0
Avg Score0%
Emails Found0
Top Match0%
Dashboard Analytics

Score Distribution

See where your candidate pool clusters by AI match quality.

23Shortlisted
230In Review
134Rejected
5-89Score Range

The histogram shows the distribution across 7-factor AI scoring — semantic matching, skill mapping, experience signals, and GPT-5.2 evaluation.

050100
Dashboard Analytics

Email Funnel Pipeline

From raw profiles to contactable candidates.

387Sourced
120Emails Found
1Verified
105Drafts Ready

Track conversion through enrichment: Hunter.io + Apollo.io + web crawling with 7 extraction strategies. 31% email coverage and growing.

387Sourced120Email Found1Verified
Dashboard Analytics

The Global Lens

Filter everything by platform — each one tells a different story.

176Sessionize
54HuggingFace
50Malt
1076 more

Click any platform to filter the entire dashboard. Conference speakers on Sessionize, ML engineers on HuggingFace, freelancers on Malt — each market segment has its own profile.

Dashboard Analytics

Skills Intelligence

Click a skill to instantly filter your top candidates.

200+Skills Tracked
GitHub, dev.to, HFSources
Embedding-basedMatching

The interactive cloud shows the most common technologies. Click any tag and the dashboard re-ranks candidates who demonstrate that skill strongest.

React
TypeScript
Python
AWS
Docker
GraphQL
Rust
Next.js
Candidate Management

Top Candidates & Podium

Your top three, ranked by composite AI scoring.

Gold, Silver, Bronze designations with explainable AI reasoning. Hover any score ring to see exactly why the model ranked them.

Elena K.
96
Marc D.
91
Sven R.
88
Candidate Management

Smart Actions

One-click actions from any candidate row.

Send outreach, view profiles, or dismiss — all from a floating glass menu. Dismissed candidates slide out and the next best match backfills.

AK
Anna K.
React, TypeScript
Send Outreach
View Profile
Dismiss
Candidate Management

Candidate Deep Dives

Everything you need to make a confident outreach decision.

Full profile view with AI score breakdown, skill badges matched to your spec, enriched data from GitHub/dev.to/conferences, and career highlights.

92
Elena Kowalski
Senior Full-Stack Engineer · Berlin
ReactNode.jsAWSDocker
Enrichment Engine

How Enrichment Works

We follow every link to build the complete candidate picture.

4Layers
7Strategies
31%Coverage
40-99Confidence

Source URLs → social links → contact pages → web search fallback. Each layer extracts emails, GitHub stats, articles, conference talks, and more.

Visits the original platform profile URL. Extracts bio, title, skills, and discovers social links (GitHub, dev.to, LinkedIn, personal site).
Enrichment Engine

Email Discovery Cascade

5-tier search cascade finds emails nobody else can.

5Engines
7Strategies
120/387Found
31%Rate

Brave → DuckDuckGo → Jina → Google → Perplexity. Each candidate gets up to 3 search queries. Found emails validated against candidate names.

Search Cascade
Brave Searchprimary
DuckDuckGofallback
Googlefallback
SerpAPIfallback
Perplexitylast resort
7-Strategy Extraction
mailto: links
JSON-LD data
Meta tags
Obfuscation decode
Regex fallback
Enrichment Engine

LinkedIn Discovery

LinkedIn profile discovery without ever scraping LinkedIn.

5Search Tiers
URL onlyMethod
GDPRCompliance

Targeted site:linkedin.com/in searches, URL extraction and deduplication, false positive filtering. We store the link — never scrape the profile.

Build query
"Name" site:linkedin.com/in
Search engines
Brave → DDG → Google
Parse URLs
Extract /in/ profiles
Validate
Name matching + dedup
Store
social_links.linkedin
Pipeline & Outreach

Pipeline Runs

Watch your pipeline run in real-time.

19Total Runs
100%Healthy
~4.5 minAvg Time

Trigger runs from the dashboard. Terminal-style display shows real-time progress across all platforms.

pipeline run #247
scrapingmalt...
scrapingxing...
scrapingdevto...
scrapinghuggingface...
complete — 12 new candidates
Pipeline & Outreach

AI Outreach Generation

AI-personalized emails, one click from any profile.

105Drafts Generated
GPT-5.2Engine
27%Coverage

The AI reads each candidate’s background, matches it against your role, and produces a tailored message. Every email is editable before sending.

To: elena.k@example.com
Subject: Exciting Senior React opportunity in Berlin
AI generating personalized outreach...
Pipeline & Outreach

Daily Triage

5-minute daily ritual, not an 8-hour chore.

The triage banner appears when new high-priority candidates arrive. One click takes you into the review queue with everything pre-sorted by score.

12 candidates need review
3 high-priority matches from today's run
Review Now