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Crowdwave AI research platform
AI-Powered Survey Research

Modern research for teams that can't wait.

Crowdwave delivers fast, scalable survey research using AI-modeled personas benchmarked against real human data. Sharp insights. Full confidentiality. Results in as little as 24 hours.

Platform at a glance
85%
Similarity Score
100+
Validation Tests
30+
Academic Studies
24h
Typical Turnaround
Trusted by the world's most respected brands. Crowdwave personas are rigorously benchmarked against actual human preferences and responses.
Trusted by researchers at
Wharton School Lehigh University Mack Institute Fortune 500 Brands Global Agencies
Why Crowdwave

Research that moves at the speed of your decisions.

Traditional survey research breaks down in three places. Crowdwave was built to fix all three.

01

Hard-to-find audiences, solved.

Niche audiences are expensive and slow to recruit through traditional panels. Crowdwave builds precise AI-modeled personas that mirror any audience you need, no matter how complex your qualifiers.

The old problem Traditional recruitment and screening eats budget before you collect a single response.
02

Results in hours, not weeks.

When you need data to drive fast decisions, waiting days or weeks for human responses isn't an option. Crowdwave designs and deploys research, captures sentiment, and delivers actionable quantitative insights in as little as 24 hours.

The old problem Slow fieldwork means insights arrive after the decision window has already closed.
03

Test the untestable, in private.

Traditional research exposes sensitive or proprietary material to real humans, risking leaks and reputational harm. Crowdwave ensures total confidentiality with advanced security and encryption so you can test high-stakes concepts with full confidence.

The old problem Exposing unreleased concepts to respondents creates real leak and reputation risk.
Crowdwave research process
How It Works

From brief to insight.

A white-glove service. You share your research goals, we build the audience, run the study, and hand you answers. No panel management, no fieldwork headaches.

1

Share your brief

Share your research goals or the marketing materials you want to test. We craft a tailored audience and design a custom survey to get you the answers you need.

2

We run the study

We run your stimuli against hundreds or thousands of Crowdwave personas that match your desired audience. We use human research to fill the gaps where it matters.

3

Receive insights and discuss

We deliver a topline analysis plus raw data results within a day, then set up a live discussion with a Crowdwave team member to walk through findings together.

Start a Project
Benchmarked Results

Built on real human data.

Crowdwave simulated personas are rigorously benchmarked against actual human preferences. The results mirror findings from human research, reinforcing both accuracy and reliability.

Read the Evidence
85%
Similarity Score
vs. live human respondents
100+
Validation Tests
across industries and use cases
30+
Academic Studies
independently peer-reviewed
Use Cases

Research that serves every unit of your business.

Crowdwave is purpose-built to answer the questions every team faces, from marketing and product to communications, strategy, and HR, quickly, privately, and with data you can act on immediately.

Discuss Your Use Case
Marketing and advertising research Marketing

Marketing and Advertising

Optimize campaigns by testing ad creative, taglines, and positioning across key segments before spending a dollar in-market. Crowdwave delivers actionable data fast so you can outpace the competition and maximize ROI.

Communications testing Communications

Communications Testing

Test messaging for clarity, resonance, and impact, whether it is crisis comms, internal updates, or public statements. AI-driven insights ensure your communications hit the mark with every audience.

Strategy and market research Strategy

Strategy and Market Research

Test big strategic moves, like new market entry, product pivots, or brand repositioning, before you commit. Crowdwave simulations help de-risk decisions with clear, predictive insights.

Product development research Product

Product Development

Validate new features, pricing, and user experience concepts before launch. Get rapid feedback modeled on real human data so you can build with confidence and speed.

Customer experience research Customer Experience

Customer Experience

Surface customer pain points, satisfaction drivers, and service gaps with real-time feedback. Test and refine support scripts, processes, and loyalty programs to improve the end-to-end experience.

HR and employee research HR & Culture

HR and Employee Insights

Pulse-check employee engagement, validate internal messaging, and optimize DEI and culture initiatives. Fast, privacy-safe insights that help you build a more productive workforce.

Crowdwave validation and accuracy
Accuracy and Trust

Simulations built on real human data.

Crowdwave goes a step further by ensuring results reflect human-like patterns. Personas combine census data, human studies, and qualitative research to create precise AI-modeled profiles that mirror any audience, no matter how complex your qualifiers.

Every Crowdwave result is cross-validated. The platform is purpose-built to give you the confidence to move fast without sacrificing the rigor your decisions require.

85% Similarity Score

Results benchmarked directly against live human respondents.

100+ Validation Tests

Rigorous cross-validation across industries and audience types.

30+ Academic Studies

Peer-reviewed research underpinning the platform's methodology.

Full Encryption

Zero exposure of your proprietary materials to human respondents.

Evidence

What researchers and practitioners say.

From academic institutions to Fortune 500 teams, Crowdwave is delivering results people trust.

I've used Crowdwave to A/B test different messages for months and observed a distinct uplift in engagement from my audience.
Senior Associate Director Mack Institute, Wharton School
A/B Message Testing
The results generated by Crowdwave's simulations closely mirrored the findings from our human research, reinforcing both the accuracy and reliability of the platform.
Academic Research Team Validated Human Benchmark Study
Validation Research
This Crowdwave survey saved us thousands of dollars and led to decisions within days, not months.
Associate Marketing Professor Lehigh University
Cost and Speed
I'd recommend checking out Crowdwave for anybody who wants to take a results-oriented approach to understanding their customers in a quick, timely, and cost-effective way.
Brand Strategy Lead Global CPG Brand
Customer Understanding
No one wants to rely solely on trusting their gut when the stakes are high. Crowdwave allows for testing of key audiences on sensitive matters quickly and privately.
Senior Research Director Fortune 500 Company
High-Stakes Testing
With Crowdwave, we surveyed a niche audience of crafting hobbyists that traditional research couldn't find, while saving time and budget.
Insights Manager Consumer Brands Team
Niche Audiences
Get Started

Stop waiting on research. Start deciding.

Whether you need to validate a campaign, test a product concept, or pressure-check a strategic move, Crowdwave delivers the data you need to act with confidence, not just instinct.

Schedule a Free Consult

Results in 24 hours

Topline analysis plus raw data delivered the next business day.

Total confidentiality

Your proprietary materials never touch a human respondent.

Expert-designed studies

A Crowdwave team member designs and runs every project.

Any audience, any niche

Precise AI-modeled personas that match even the most complex qualifiers.

Our Team

The people behind Crowdwave.

Researchers, strategists, and practitioners who built the platform they always wanted.

Jason Feifer

Advisor

Valentina Goutorova

Research Lead

Robyn Bolton

Advisor

Danny Zane, Ph.D.

Research Science

Stephen Rabin

Strategy

Sat Pillai

Technology

David Erdreich

Partnerships

Myles Bugbee

Operations
FAQ

Questions, answered.

The most common things we get asked before a first consult.

How fast can Crowdwave actually deliver results?

Most projects return a topline analysis and raw data within one business day. Complex, multi-segment studies may take 48 to 72 hours. Either way, we confirm the timeline upfront before you commit to a project.

How accurate are AI-modeled personas compared to real humans?

Crowdwave personas achieve an 85% similarity score against live human respondents, validated across 100+ tests and backed by 30+ independent academic studies. The platform is designed to reflect human-like patterns, not just statistical averages.

Is my proprietary material safe with Crowdwave?

Yes. Your stimuli, concepts, and materials are processed entirely within Crowdwave's encrypted environment. No human respondents ever see your materials. This is one of the core reasons teams test sensitive or unreleased concepts with Crowdwave that they could not safely test through traditional research.

Can you find niche or hard-to-reach audiences?

That is one of Crowdwave's core strengths. Personas are built from census data, human studies, and qualitative research to mirror any audience, including narrow professional segments, hobby communities, or demographically specific groups that traditional panels can rarely recruit cost-effectively.

What does the process look like end to end?

It is a three-step white-glove service. You share your research goals or materials. We design a custom survey and run it against matched Crowdwave personas. You receive a topline analysis plus raw data, followed by a live discussion with a Crowdwave team member. The whole cycle typically takes 24 to 48 hours.

Does Crowdwave replace all human research?

Not always. We use human research to fill the gaps where it matters most. Crowdwave dramatically reduces the volume of live respondent fieldwork required and eliminates it entirely for testing scenarios where confidentiality is non-negotiable. The platform is designed to complement rigorous research practice, not cut corners.

Get in Touch

Schedule a free consult.

Tell us about your research goals. We'll walk you through how Crowdwave can deliver the insights you need, fast, privately, and at a fraction of traditional research costs.

Tell us about your project.

A Crowdwave team member follows up within one business day to book your free consultation.

We reply within one business day. All project details are kept strictly confidential.

Request received.

A Crowdwave team member will be in touch within one business day.