How U.S. drivers shop auto insurance in 2026

11,300 policyholders turned into digital twins. Test rate-shock messaging, bundling and usage-based offers before you spend on a national wave.

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Advertisement

Ad and messaging

Ad + LP performance diagnostics with actionable creative optimization guidance.

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Brand

Brand perception

Track brand health and top-of-mind awareness across any segment, anytime.

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Product

Concept testing

Test multiple directions with your twin audience and identify the winning concept.

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Brand

Customer discovery

Map jobs to be done, pain points, and barriers directly from your segment.

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Product

Pricing and packaging

Understand price elasticity, packaging preferences, and willingness to pay.

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Environment recreation

Premium simulated audiences for confident decision-making

Leading organizations already know it: the future of insights is hybrid

Build your proprietary twins

Upload past studies (quant and qual) and set up custom private twins that give your team unlimited insights, at unprecedented speed.

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Tap into premium data

Access premium simulated audiences trained on high-quality data from our partners.

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Need help?

Our professional services team can support the enterprise-grade deployment of audiences with governance and security in mind.

Contact us
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The output

Get real, actionable insights in minutes

Either chat with your twins or set up end-to-end studies for common brand, product, and marketing use cases for packaged insights.

Consultancy-grade insights deck

Clear recommendations—quant findings and qual depth in one report.

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Engage with your audience

Go even deeper by chatting with your respondents.

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Quality you can trust at the speed modern business demands

“We had a problem that we couldn't solve without hybrid quant.”

Nadia Obukhova

Global Consumer Insights Manager at L'Oréal

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"Fairgen enables us to provide specificity when it otherwise would not be possible.”

Andy Davidson

Chief Data Officer

“We found that boosting meaningfully, consistently, and robustly improved the results.”

Joel Anderson

EVP, Advanced Analytics

“We found a way to basically survey the unsurveyable.”

Antoinette Sandy

Senior Data Scientist at T-Mobile

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"The generative AI technology developed by Fairgen, combined with a rigorous evaluation of its predictions, has the potential to transform survey sampling."

Emmanuel Candès

Director, Department of Data Sciences and Statistics

"It's really a game changer for us to explore the smaller brands and drive our portfolio."

Frank Brezout

Global CMI Director

"This partnership represents a major advance in integrating AI into the solutions we offer our clients."

Christophe Jourdain

General Manager

"It's basically opening up new opportunities, new doors, and going deeper in the analytical delivery to our clients."

Emilie Boutes

Chief Innovation Officer

The complete toolkit for modern insights

Real

Check

Detect Fraud
Protect your data

Hybrid

Boost

Expand your sample
Unlock niche decisions

Hybrid

Impute

Fill gaps in existing studies
Ask 50% more without survey fatigue

Simulated

Twins

Expand your sample
Unlock niche decisions

Real

Hybrid

Simulated

Premium catalog of simulated audiences

Every audience built and validated by the industry's most trusted data providers.

100k+

digital twins available across consumer and B2B categories

40+

industries represented

Trusted & Validated Methodology

Every twin is tested before it goes live. Our 6-dimension quality gate ensures consistency, accuracy, and fidelity to the real panel data it was built from.

SOC 2 Type 2 Compliant
ESOMAR 24 Corporate

Quality assurance

98% sanity pass rate with a 6-dimension quality gate applied to every twin at generation, evaluating logical consistency, person fidelity, response tone, plausibility, engagement, and numerical coherence.

Start with a question. Leave with clarity.

Start testing your ideas.

Start your free trial
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Frequently Asked Questions

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