Expert & Research Network

Human knowledge.
Applied intelligently.

We connect AI companies with domain experts and research participants who provide the ground truth no algorithm can replace.

Join as an Expert Participate in Research
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Intelligence Platform

Get signals.
Predict & simulate
your market.

Live competitive monitoring, AI cost intelligence, customer tracking, and market simulations — all before disruption strikes.

Get Early Access See the Platform

AI companies are flying blind — pricing in the dark, missing competitor moves, getting disrupted without warning. Pareto Labs is the intelligence layer they never had.

The Platform

Everything your competitors
don’t want
you to know.

Pareto Labs turns live market data and a human expert network into a continuous intelligence feed — price with confidence, anticipate disruption, and outmaneuver competition before they move.

01

Live Competitive Signals

We track every pricing move, product launch, and positioning shift across your competitive landscape in real time. No more discovering a competitor dropped prices after you’ve already lost the deal.

02

AI Cost & Pricing Intelligence

Translate raw AI cost data — inference costs, model pricing shifts, provider changes — directly into your pricing power and revenue strategy. Know exactly what margin you have and where the floor is moving.

03

Customer & Market Tracking

Full-spectrum visibility into your customers, their behaviors, churn signals, and the competitive options they’re evaluating. See the whole board, not just your corner of it.

04

Disruption Simulations

Run market simulations that model how cost curves, new entrants, and pricing shifts will reshape your category. Predict disruption before it strikes — and have your response ready in advance.

Real‑time
Signal monitoring, updated continuously
4×
Faster to insight than traditional research
360°
View across pricing, product, customer & cost
∞
Market simulations, any scenario, any time
For Companies

Use the platform

Stop guessing.
Start knowing.

We’re onboarding a select group of AI companies who want to move from reactive to predictive. Early access includes full platform access and direct support from our team.

  • Live competitive monitoring across your entire category
  • Pricing intelligence tied to AI cost data and margins
  • Customer tracking and churn signal detection
  • On-demand market simulations and disruption forecasts
  • Expert network access to validate strategy in real time

Request early access

We review selectively and respond within 48 hours.

✓

Request received.

We’ll be in touch within 48 hours.

Expert Network

For professionals

Share what
you know.
Get paid for it.

AI companies need your domain expertise to make smarter decisions. Whether you’re in finance, healthcare, legal, or engineering — your knowledge has real market value.

  • Flexible engagements — 1-hour calls, async surveys, or ongoing advisory
  • Competitive compensation, paid promptly after every session
  • Work with the most ambitious AI teams being built today
  • We match you based on your expertise — no cold outreach
  • Completely confidential — NDAs provided for every engagement

Apply to the expert network

We review every application and respond within 2 business days.

✓

Application received.

We’ll be in touch within 2 business days.

and for research participants
Research Participants

For everyone

Your perspective
shapes the future
of AI.

AI products are built by the people who use them. Help AI companies understand real needs, behaviors, and preferences — while getting compensated for your time.

  • 30–90 minute sessions, conducted remotely on your schedule
  • Cash or gift card compensation for every completed study
  • No technical background required — all perspectives valued
  • Influence the products that millions of people will use
  • Privacy-first — your data is never sold or shared

Join the research network

We’ll only contact you when there’s a relevant study. Unsubscribe anytime.

✓

You’re on the list.

We’ll reach out when there’s a matching study.

How it works

Simple, respectful, designed around your time.

01

Apply or sign up

Tell us about yourself. Experts share domain and background. Participants share their interests and how they engage with AI today.

02

We match you

Our team reviews your profile and connects you with AI companies whose research needs match your knowledge and availability.

03

Show up, get paid

Attend a short remote session on your schedule. Compensation is sent promptly after completion. No chasing invoices.