PureSpectrum
PureSpectrum is a market research technology company operating a programmatic sample marketplace that connects researchers with verified survey respondents across 125+ countries, powered by its AI-driven PureScore quality scoring system and serving agencies, enterprises, and consulting firms.
- Company typePrivate
- Founded2015
- HeadquartersWestlake Village, United States
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
PureSpectrum firmographics
Firmographics- Name
- PureSpectrum
- Legal name
- PureSpectrum Inc.
- Website
- https://purespectrum.com
- Company type
- Private
- Founded year
- 2015
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Short description
- PureSpectrum is a market research technology company operating a programmatic sample marketplace that connects researchers with verified survey respondents across 125+ countries, powered by its AI-driven PureScore quality scoring system and serving agencies, enterprises, and consulting firms.
- Ownership category
- akta.pro rank
PureSpectrum industry classification
Industry- Product category
- Market Research Technology
- NAICS
- Marketing Research and Public Opinion Polling (541910), Software Publishers (51321)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Survey/Panel-Based Lead Capture & Co-Registration Services (BPAFAKAN)
Keywords
Where PureSpectrum is headquartered
LocationHeadquarters
- HQ city
- Westlake Village
- HQ country
- United States
- HQ region
- North America
Offices9 records
Markets served
PureSpectrum business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Operations, Infrastructure
Revenue model
- Sample Marketplace (CPI/Cost-Per-Interview): Buyers pay per completed survey interview. No platform fees or subscription costs. Users set their own CPI during fielding and only pay for completes collected.
- Professional Services: Full-service project management, survey programming in Decipher/Qualtrics, translations across 66+ languages, sample planning, field management, quality review, and data delivery in multiple formats including SPSS, Excel, and custom dashboards.
- API Integration Services: Developer-friendly API access for automated survey workflows, targeting, and reconciliation. Includes guided implementation, staging environment access, Slack support, and ongoing optimization assistance.
- Training Data Licensing: Licensing of high-quality human survey response data for AI model training, synthetic data refresh, and consumer insight applications across multiple data dimensions.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Transaction based/ take rate | Pay-as-you-go | Self-Service Platform - No platform fee, pay per complete |
| Usage-based | Pay-as-you-go | API Integration - Programmatic access with implementation support |
| Hybrid | Multi-year contract | Managed Services - Full-service project execution |
Go-to-market motion4 records
Distribution channels4 records
Marketing channels6 records
PureSpectrum product offering
Product offeringCore offering
PureSpectrum curates the highest quality survey participants from 290+ leading panel sources through a multi-source marketplace, giving market researchers consistent and predictable respondents across 125+ countries. The platform layers AI-driven quality scoring (PureScore), fraud detection (PureIntelligence), and open-text analysis (PureText) on top of transaction-based survey programming, with self-service, API, and full-service access modes.
Product overview
PureSpectrum is a market research technology company offering a platform-plus-modules architecture centered on its Sample Marketplace for accessing high-quality survey respondents globally. The core platform provides three access modes: the Self-Service Platform for independent research operations, API Integration for programmatic automation, and Services for full-service project execution. Quality assurance is powered by PureScore™ (now at version 6.0), an AI-driven respondent-level scoring system with PureText™ for text analysis and AIDA™ for AI-enabled delivery assistance. Additional offerings include Training Data (1M+ daily survey responses for AI model training) and Fusion™ for supply-side partner monetization.
Differentiator
Problem solved
Functional benefit
Products and services
- Sample Marketplace
Quantifiable outcome
- Respondents with low PureScores double the risk of questionable data compared to high-scoring counterparts
- +4 more outcomes
Companies that use PureSpectrum
Customer profileNamed customers10 records
Segments5 records
Ideal customer profiles5 records
PureSpectrum technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration7 records
AI capability8 records
Feature7 records
PureSpectrum partnerships and signals
Strategic signalPartnerships
Four partnerships are on record, tiered core and minor.
- AnthropiccorePureSpectrum launched Claude Connector integration built on Model Context Protocol (MCP), enabling researchers to design and launch surveys directly within Anthropic's Claude AI platform. Provides real-time secure access to PureSpectrum marketplace for feasibility checks, survey launching, quota management, and survey monitoring without leaving Claude workflow.
- Insights AssociationcorePureSpectrum is a corporate sponsor and member of the Insights Association. Commits to resolve privacy complaints under EU-U.S. DPF Principles through the Insights Association Data Privacy Framework Services Program, a non-profit alternative dispute resolution provider.
- ESOMARcoreCorporate sponsor of ESOMAR, a leading global association for market, social, and opinion research, supporting the research industry's standards and professional development.
- GreenbookminorCorporate sponsor of Greenbook, providing industry resources, events, and professional network for market research practitioners.
Scale indicators8 records
Recent moves9 records
Expansion highlights6 records
PureSpectrum competitors and assessment
Company assessmentBroad incumbents
- Qualtrics: Qualtrics is an enterprise experience management platform with deep survey infrastructure and a respondent panel offering. Although it is also a PureSpectrum customer (integrating PureSpectrum's marketplace), its broader XM platform competes for the same enterprise research budgets.
- YouGov: YouGov is a global research data and analytics company with one of the largest owned panels, providing syndicated research and custom studies. It overlaps with PureSpectrum on the buyer side for custom research projects and is also listed as a PureSpectrum customer.
Direct peers
- Prolific: Prolific is an online participant recruitment platform focused on high-quality, verified respondents for academic and commercial research. It competes with PureSpectrum in the high-quality respondent segment with a stronger focus on academic and behavioral research use cases.
- Cint: Cint operates a global digital marketplace for sample-led research, connecting buyers to over 150M respondents. It is one of PureSpectrum's primary competitors in the programmatic sample space and acquired Lucid to expand its marketplace scale.
- Lucid (by Cint): Lucid is a programmatic sample marketplace connecting researchers with survey respondents globally, now part of Cint following their merger. PureSpectrum's CEO Michael McCrary was previously President of Lucid, making this a direct competitive and historical comparison.
- Toluna: Toluna is a global consumer insights platform with owned panels across 70+ countries and an end-to-end survey programming and sample aggregation offering. It competes with PureSpectrum across both panel supply and managed research services.
- Dynata: Dynata is one of the largest first-party data platforms for market research, operating a global panel of consumer and B2B respondents. It competes directly with PureSpectrum's marketplace in supplying sample for online surveys and insights programs.
- Schlesinger Group: Schlesinger Group is a global data collection company providing quantitative and qualitative research services with panel and recruitment capabilities. It competes with PureSpectrum in the managed-services segment of the market research value chain.
Regional players
- Respondi: Respondi is a European online sample provider with proprietary panels across multiple countries. It competes with PureSpectrum in European markets, particularly in B2B and consumer research, though it has a more regional footprint than PureSpectrum's global marketplace.
Emerging players
- DISQO: DISQO is an audience platform offering first-party data and sample solutions for market research and advertising measurement. It overlaps with PureSpectrum's training data and audience access offerings with a particular focus on ad-effectiveness research.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat6 records
Key risks6 records
Key highlights7 records
Customer concentration
PureSpectrum social profiles
Digital presencePureSpectrum compliance and trust
Trust signalCompliance5 records
PureSpectrum financial estimates
Financial estimateRevenue estimate
Valuation estimate
PureSpectrum leadership team
Management profileNumber of profiles
Profiles13 records
PureSpectrum funding detail
Funding detailFunding overview
Funding rounds5 records
Investors2 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
PureSpectrum M&A and investment
M&A and investmentM&A2 records
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about PureSpectrum
What does PureSpectrum do?
PureSpectrum curates the highest quality survey participants from 290+ leading panel sources through a multi-source marketplace, giving market researchers consistent and predictable respondents across 125+ countries. The platform layers AI-driven quality scoring (PureScore), fraud detection (PureIntelligence), and open-text analysis (PureText) on top of transaction-based survey programming, with self-service, API, and full-service access modes.
Is PureSpectrum a public or private company?
PureSpectrum is a private company. It is classified as private equity controlled and is currently operating.
When was PureSpectrum founded?
PureSpectrum was founded in 2015. It employs 101 to 250 people.
Where is PureSpectrum based?
PureSpectrum is headquartered in Westlake Village, United States, in the North America region.
How does PureSpectrum make money?
Four revenue lines are on record. Sample Marketplace (CPI/Cost-Per-Interview) is the primary driver. The others are professional Services, API Integration Services and training Data Licensing.
Who are PureSpectrum's main competitors?
Broad incumbents on record are Qualtrics and YouGov. Direct peers are Prolific, Cint, Lucid (by Cint), Toluna, Dynata and Schlesinger Group. Respondi is listed as a regional player. DISQO is listed as an emerging player.
Does PureSpectrum have an API?
Yes. PureSpectrum API enables programmatic survey creation, demographic and advanced targeting, quota management, CPI configuration at global or supplier level, supplier allocation, pacing tools, performance monitoring, transaction registration, reconciliation, and metadata retrieval. Survey creation supports live and test URLs. Secure redirects and survey events handled through server-to-server callbacks. API documentation available with Postman collections and payload examples. Guided implementation with staging environment, Slack support, and collaborative onboarding. Integration timelines: 2-4 weeks for simple, 4-8 weeks for moderate, 6-18 weeks for enterprise implementations. Developer documentation is at documentation.purespectrum.com/buyapi.
What industry is PureSpectrum in?
PureSpectrum's product category is Market Research Technology. Its primary akta.pro industry code is BPAFAKAN, Survey/Panel-Based Lead Capture & Co-Registration Services. Its NAICS code is 541910 and its SIC code is 7370.