1M+ AI personas

Audience Panels.

18 pre-built panels covering every major demographic and occupational segment, ready for instant market research.

🛒
USA

General USA Panel

A diverse cross-section of U.S. adults representing mainstream America , suburban, urban, and rural. Captures the opinions and habits of the average American consumer

Consumer goods, retail, e-commerce, media, financial services, healthcare, and any product seeking broad U.S. market validation

Panel snapshot

1,000,000 respondents
567 job titles
Ages 18100
💼
USA

Entrepreneurs & Business Owners

Independent business owners, self-employed CEOs, and commission-based entrepreneurs who run their own operations. Includes indie hackers, software agency owners, real estate brokers, independent insurance agents, management consultants, freelance developers, SaaS founders, and micro-entrepreneurs , professionals who validate SaaS ideas, test MVPs, and get directional feedback without focus groups before committing their own capital.

B2B SaaS, dev tools, business tools, productivity software, financial services, cloud services, coaching, consulting services, and products targeting decision-makers who control their own budgets

Panel snapshot

12,500+ respondents
17 job titles
Ages 25100
🚗
USA

Gig & Platform Worker

Rideshare drivers, delivery couriers, and app-based service workers who earn income through digital platforms. This fast-growing segment includes Uber/Lyft drivers, DoorDash/Instacart delivery workers, and task-based platform workers , people who value schedule flexibility and supplemental income.

Gig platforms, driver apps, delivery services, navigation tools, fuel/rewards apps, vehicle services, financial tools for irregular income, side-hustle platforms

Panel snapshot

52,000+ respondents
7 job titles
Ages 18100
🎯
USA

Independent Professional

Freelance consultants, self-employed specialists, and independent knowledge workers who sell expertise rather than labor. Includes freelance writers, photographers, designers, and technical consultants , highly skilled professionals who work on a project basis for multiple clients.

Freelance platforms, professional tools, creative software, project management apps, invoicing tools, coworking spaces, professional development courses, liability insurance

Panel snapshot

18,000+ respondents
10 job titles
Ages 22100
🏪
USA

Small Business Owner

Owners of established small businesses with employees , from the local restaurant owner to the boutique agency founder. These are Main Street entrepreneurs who manage payroll, inventory, and teams while driving local economic growth. They balance operational demands with strategic growth decisions and pre-validate concepts and marketing messages before launch.

SMB software, payroll services, inventory management, hiring platforms, local marketing, business banking, insurance, point-of-sale systems, business education

Panel snapshot

35,000+ respondents
13 job titles
Ages 25100
Frontline Worker
USA

Frontline Worker

Retail, service, and hospitality workers who interact directly with customers every day. This group spans the full service economy , from checkout lanes to hotel lobbies.

Consumer apps, retail tools, scheduling software, discount platforms, loyalty programs

Panel snapshot

76,830 respondents
33 job titles
Ages 18100
The Manager
USA

The Manager

Leaders and supervisors across industries , from retail floor managers to project management specialists. They make decisions, manage budgets, and influence purchasing, including internal concept validation and de-risking new initiatives before public exposure.

B2B SaaS, HR platforms, productivity tools, enterprise software

Panel snapshot

67,494 respondents
45 job titles
Ages 25100
Tech Worker
USA

Tech Worker

Software developers, engineers, analysts, and IT professionals. Early adopters with high digital literacy who influence software decisions at their organizations and test product concepts, pricing, and messaging for software products.

Dev tools, SaaS, cloud services, UX research platforms, productivity software

Panel snapshot

50,009 respondents
40 job titles
Ages 18100
Driver / Logistics
USA

Driver / Logistics

Drivers, couriers, and logistics workers who keep goods and people moving. Mobile-first audience with needs around route planning, earnings, and scheduling.

Delivery apps, fleet management, gig platforms, navigation tools, trucking software

Panel snapshot

40,355 respondents
35 job titles
Ages 18100
Educator
USA

Educator

Teachers, professors, and education administrators from preschool through university. Mission-driven professionals who value impact, efficiency, and student outcomes.

EdTech, LMS platforms, training tools, curriculum software, tutoring apps

Panel snapshot

36,991 respondents
20 job titles
Ages 25100
Healthcare & Wellness
USA

Healthcare & Wellness

Nurses, aides, physicians, therapists, and pharmacy staff working directly with patients. High-stakes professionals who need reliability and precision above all else.

Medical apps, patient communication platforms, scheduling tools, EHR systems

Panel snapshot

48,623 respondents
76 job titles
Ages 18100
Analyst / Finance
USA

Analyst / Finance

Accountants, analysts, financial managers, and advisors. Data-driven professionals who evaluate ROI carefully and influence financial decisions at every level.

Fintech, data tools, finance apps, accounting software, investment platforms

Panel snapshot

44,448 respondents
35 job titles
Ages 25100
Tradesperson
USA

Tradesperson

Skilled tradespeople in construction, maintenance, and mechanical fields. Hands-on professionals who work in the field and rely on tools that are rugged and practical.

Field service apps, blue-collar tools, safety platforms, job boards, parts suppliers

Panel snapshot

59,585 respondents
74 job titles
Ages 18100
Manufacturing / Production
USA

Manufacturing / Production

Assembly line workers, production staff, and quality inspectors. Shift workers in high-volume environments with steady routines and specific break-time touchpoints.

Factory tools, logistics platforms, shift scheduling apps, safety compliance software

Panel snapshot

27,911 respondents
48 job titles
Ages 18100
📝
USA

Office / Admin Support

Secretaries, clerks, receptionists, and HR workers who keep organizations running. Workflow-oriented professionals who value organization and clear communication.

Productivity tools, workflow software, HR platforms, scheduling apps, document management

Panel snapshot

28,844 respondents
30 job titles
Ages 18100
💼
USA

Sales Professional

Sales reps, insurance agents, and real estate professionals. Goal-oriented, competitive, and relationship-driven , always looking for an edge.

CRM platforms, sales training, lead gen tools, insurance software, real estate platforms

Panel snapshot

19,672 respondents
18 job titles
Ages 18100
👮
USA

Security / Safety

Security guards, police officers, firefighters, and correctional officers. Authority-focused professionals who value compliance, reliability, and situational awareness.

Safety compliance platforms, security tools, shift management apps, incident reporting

Panel snapshot

15,765 respondents
16 job titles
Ages 18100
🎨
USA

Creative / Media

Designers, writers, journalists, artists, and media professionals. Visually driven and digitally fluent, they work at the intersection of culture and commerce and are often involved in brand messaging and emotional resonance testing.

Creative tools, content platforms, design software, media apps, portfolio tools

Panel snapshot

13,501 respondents
31 job titles
Ages 18100
⚖️
USA

Legal / Professional Services

Lawyers, judges, clergy, planners, and compliance professionals. Highly educated, detail-oriented, and often influential in organizational decision-making.

Legal tech, compliance software, document management, professional development platforms

Panel snapshot

9,250 respondents
19 job titles
Ages 25100
🔬
USA

Science & Agriculture

Scientists, researchers, farmers, and agricultural professionals. Methodical, evidence-based thinkers who span the lab and the field.

Research platforms, agri-tech, scientific tools, data management, field apps

Panel snapshot

9,082 respondents
26 job titles
Ages 25100
💇
USA

Personal Care & Beauty

Hairstylists, barbers, cosmetologists, and skincare specialists. Client-facing professionals who build strong personal relationships and rely on word-of-mouth.

Booking apps, beauty platforms, salon management software, loyalty tools

Panel snapshot

3,586 respondents
6 job titles
Ages 18100
👤
USA

Not in Workforce

Retirees, students, caregivers, and others not currently employed. The broadest general consumer segment , ideal for mass-market and lifestyle products.

Consumer apps, general population research, lifestyle platforms, health and finance tools

Panel snapshot

452,224 respondents
2 job titles
Ages 18100
🚀
USA

Early-Stage Founder

Solo founders and small startup teams validating ideas before product-market fit. Includes indie hackers, SaaS founders, and technical entrepreneurs who need fast, cheap directional feedback without real user panels or focus groups.

SaaS idea validation, MVP feedback, pricing tests, concept testing, and landing-page messaging for pre-launch startups

Panel snapshot

20,867 respondents
6 job titles
Ages 2255
📋
USA

Product Manager

Product managers, project leads, and business operations specialists who run concept tests, feature prioritization, pricing studies, and roadmap research. They need fast feedback from realistic buyer personas.

Feature validation, pricing and packaging tests, concept testing, competitive research, and product roadmap prioritization

Panel snapshot

13,372 respondents
5 job titles
Ages 2560
🎨
USA

UX Researcher

Designers, researchers, and writers who pre-validate concepts, prototypes, and user flows before live interviews. They blend qualitative judgment with fast directional data.

Concept pre-validation, prototype feedback, message testing, persona development, and pre-interview screening

Panel snapshot

5,205 respondents
5 job titles
Ages 2360
📢
USA

Brand Strategist

Marketing, PR, and advertising professionals who test brand messaging, emotional resonance, positioning, and creative concepts before launch. They need quick feedback from target demographics.

Brand messaging, emotional resonance testing, positioning validation, creative concept testing, and campaign pre-launch research

Panel snapshot

4,936 respondents
5 job titles
Ages 2560
🏢
USA

Corporate Innovator

Innovation leaders, executives, and managers inside larger companies who need to de-risk new initiatives internally without public exposure. They run stealth validation, internal concept tests, and competitive research.

Internal concept validation, stealth innovation, competitive research, executive decision support, and de-risking new initiatives before public launch

Panel snapshot

15,902 respondents
6 job titles
Ages 3065
💰
USA

SaaS Pricing Specialist

Financial managers, analysts, and business strategists who test pricing models, packaging, and willingness to pay for software products. They blend finance, product, and market research skills.

Pricing model testing, packaging validation, willingness-to-pay studies, competitor pricing analysis, and monetization research for SaaS products

Panel snapshot

20,615 respondents
6 job titles
Ages 2560
📊
USA

Market Researcher

Market research analysts, statisticians, economists, and operations researchers who conduct qualitative and quantitative research at scale. They need realistic demographic targeting and fast data collection.

Large-scale concept testing, segmentation studies, demographic targeting validation, survey design, and synthetic panel research

Panel snapshot

8,593 respondents
6 job titles
Ages 2365

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