BetaStudio Labs/LeadHunter/PRD-001
AI Lead Generation

Find the next
15,000 calls.

LeadHunter sources prospects from up to 15 regional data sources, classifies them with Claude, and produces ranked action plans your call room can start dialing tomorrow morning.

leadhunter · session 0423
$ leadhunter scan --region=ba --product=consumer-credit
→ Fetching from 15 sources [15/15] ✓
→ Deduplicating 48,221 candidates [34,907 unique]
→ Running classification (local) [34,907/34,907] ✓
→ Qualified: 2,147 prospects · avg. score 0.78
→ Action plans generated: 2,147 ✓
export/2026-04-13_call_plan.json written
$ _
// Data layer

15 sources,
one command.

LeadHunter ships with pre-built connectors to the public and semi-public data sources that actually matter for consumer credit in your market.

01
Public company registry
02
Court records
03
Tax authority filings
04
Real estate registry
05
Vehicle registration
06
Utility databases
07
Business directories
08
News & PR feeds
09
Social media signals
10
LinkedIn profiles
11
Open banking APIs
12
Bankruptcy filings
13
Credit bureau data
14
Employment records
15
Government datasets
Need a source we don't have?
New connectors typically take 1-2 weeks. We build them, you keep them. They become part of your license forever.
// Pipeline

Source. Classify. Act.

A three-stage pipeline that turns public records into call-ready action plans — fully automatic, end-to-end, with zero manual handoffs.

01

Source

15 data feeds

LeadHunter pulls from 15 authoritative local data sources in parallel. Company registries, court records, tax filings, open banking, and more — each with its own connector, refreshed on schedule.

02

Classify

Powered by Claude

Claude normalizes, deduplicates, and scores every prospect. Each classification comes with a confidence score and feature-level reasoning you can hand to compliance — no black-box models.

03

Act

Call-ready plans

The output is not a CSV dump. Each prospect comes with a ranked action plan: why they qualify, what to mention on the call, which product to pitch, and when to follow up.

// Interface

A call-room tool,
not a dashboard.

LeadHunter isn't analytics software dressed up as a product. It's built for the people who actually pick up the phone.

leadhunter.betastudio.app
NS

Lead queue

2,147
AK
Amra K.
Sarajevo · Consumer · 15k KM
Open plan
AH
Adnan H.
Tuzla · Auto · 22k KM
Open plan
ES
Emina S.
Mostar · Consumer · 8k KM
Open plan
FB
Faruk B.
Zenica · Auto · 18k KM
Open plan
LM
Lejla M.
Sarajevo · Consumer · 12k KM
Open plan
Showing 1–5 of 2,147
avg. score 0.78·15/15 sources online
// Capabilities

Everything your call
room actually needs.

/ 01 /

15 local data sources

Pre-built connectors to the data sources that matter in your jurisdiction. Adding new ones is a configuration change, not a rewrite.

/ 02 /

Deduplication & entity resolution

The same person across three registries is the same record in LeadHunter. Fuzzy matching, name normalization, and stable entity IDs out of the box.

/ 03 /

Frontier-model scoring

Every prospect is scored by Claude, Anthropic's frontier model. State-of-the-art classification quality without training, hosting, or maintaining your own models.

/ 04 /

Ranked action plans

Each lead ships with a prioritized call script, suggested product match, and a confidence score. Your agents open the record and start dialing.

/ 05 /

CRM & dialer integrations

Push leads directly into whatever your call room already uses. REST API, webhooks, or native connectors to common CRMs.

/ 06 /

Audit trail built in

Every data point, classification decision, and score is logged. Full provenance for compliance reviews and regulator questions.

Laptop and desk phone on a call-room desk
// In the field

Built for the people who pick up the phone.

Every morning, your call room opens LeadHunter and sees a ranked queue with a reason to dial every number. No cold-calling a spreadsheet. No guessing who qualifies.

Photo · Unsplash
// Output sample

What your agents see.

#14
Amra K.
LEAD-2026-00014 · Sarajevo
Score
0.89
Why they qualify
  • +Stable employment, 4+ years
  • +No open credit lines
  • +Clean court record
  • +Property ownership
Recommended action
Consumer loan · 15,000 KM · 48mo
Open with home improvement angle. Emphasize fast disbursement. Callback window: weekday evenings.
Sources: 6 · Last refresh: 2h ago[ READY TO CALL ]
PRD-001 · Demo

Ready to see your next 2,000 leads?

Live 30-minute walkthrough on sandbox data. We can also run it against your real region if you want to see what's waiting.