Access Data Hidden Behind Human Conversations

Define your objective, target sources, and JSON schema. We recruit leads from Google Maps, Reddit, X, or your lists—then spin up voice agents to conduct adaptive conversations and return validated data. One line of code replaces teams making hundreds of calls.

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CLI

#Coming Soon...

$npm install u8

Production-Ready API in Minutes

Schema-driven data collection at scale. Define your objective and desired output format — we ingest or recruit targets from Google Maps, Reddit, X, or your own lists, conduct adaptive conversations via voice/video/chat, extract insights, validate data, and return clean JSON that matches your schema exactly.

Parallel Execution

Up to 10,000 concurrent calls

Multi-turn Conversations

Natural back-and-forth dialogue

Real-time Webhooks

Get notified as calls complete

$npm install u8

View API DocumentationComing Soon

1// Access data hidden behind human conversations
2const response = await u8.collect({
3objective: "Qualify B2B leads for Q1 budget",
4sources: ['google_maps', 'reddit', 'x'],
5targetCount: 500,
6schema: {
7budget: 'string',
8timeline: 'string',
9qualified: 'boolean'
10}
11});
12
13// Returns: [{ budget: "$50-100k", timeline: "Q1", ... }]

Any Data Hidden Behind Human Conversations

PM user research, lead qualification, outbound sales, vendor surveys, compliance checks, operational audits—if getting the data requires talking to people, we automate it with one line of code.

User Research

PM InterviewsProduct FeedbackUser Insights

Lead Qualification

BudgetAuthorityTimeline

Outbound Sales

Demos BookedInterest LevelNext Steps

Vendor Surveys

Compliance ChecksAudit DataCertifications

ParallelThousands of calls

Operational Audits

Field ValidationProcess Checks

Built for Every Industry

From healthcare to logistics, financial services to e-commerce — if getting the data requires talking to people, we automate it.

B2B Sales

Lead qualification, outbound sales, demo booking

Example: Qualify 500 leads by budget, timeline, and authority

Product Teams

PM user research, product feedback, feature validation

Example: Interview 200 potential users about pain points

Operations

Vendor surveys, compliance checks, operational audits

Example: Verify compliance certifications from 1000 suppliers

Market Research

Customer surveys, market sizing, competitive intel

Example: Survey 300 customers about purchasing behavior

Financial Services

Fraud verification, loan qualification, account updates

Example: Verify customer identity for high-value transactions

Contact Centers

Appointment setting, customer support, data enrichment

Example: Qualify and route inbound leads automatically

View all industry solutions →

From API Request to Structured Data

U8 handles every step: target recruitment from multiple sources, parallel calling, adaptive conversations, data extraction, validation, and returning clean JSON that matches your schema.

1. API Trigger: Send Objective + Sources

2. Lead Recruitment & Ingestion

3. Parallel Agent Instantiation

4. Adaptive Conversations

5. Multi-turn Dialogue Management

6. Data Extraction (NLP)

7. Schema Validation & Cleanup

8. Structured JSON Output

Call Transcript

[14:02:11] Dialing +1 (555) 0123...
[14:02:14] Contact: "Hello, this is Sarah from Acme Corp."
[14:02:16] Agent: "Hi Sarah, quick question about your Q1 budget..."
[14:02:35] Contact: "We have $75k allocated for this quarter."
[14:02:48] Extracting: budget = "$75,000", timeline = "Q1"

Extracted Data

{
  "status": "completed",
  "transcript_id": "tr_abc123",
  "data": {
    "budget": "$75,000",
    "timeline": "Q1 2026",
    "validated": true
  }
}

Coming Soon

Interested in turning human conversations into structured data? Get in touch to learn more.