Articos
Articos is an AI user research platform that delivers validated insights in 30 minutes instead of weeks. Built for agencies, consultants, marketing and business consultants, and product teams, Articos replaces slow, expensive traditional research with synthetic personas — AI-generated users that simulate your target audience for in-depth interviews, A/B testing, and messaging validation.
Use Articos to validate positioning before a launch, test landing page variants before spending ad budget, understand unfamiliar industries before client pitches, and explore audience needs before building features. No recruiting, no survey panels, no waiting weeks for results.
Key features: AI-generated personas, automated user interviews, A/B landing page testing, persona comparison analytics, white-label-ready reports, customizable interview scripts, and real-time insights.
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Ditto
Ditto is a synthetic market research and consumer insights platform that lets teams perform qualitative and quantitative research in minutes by querying AI-generated, population-true synthetic personas that model real human demographics, behaviors, and opinions grounded in census and market data to generate statistically relevant responses. It replaces traditional recruitment-based panels with engine-generated respondent panels that can answer surveys, participate in focus-group-style research, validate messaging and pricing, test product concepts, explore market positioning, and simulate competitive dynamics across countries and segments, delivering actionable insights far faster and at a fraction of the time and cost of conventional methods. It can be accessed through an intuitive web interface, APIs, or integrations with tools like Claude Code and Slack, and supports workflows such as concept testing, segmentation analysis, brand reputation monitoring, etc.
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Synthetic Users
Synthetic Users is an AI-enabled user research platform that uses advanced natural language processing and large language models to generate synthetic personas that mimic real human behavior with high “synthetic organic parity,” letting teams set research goals and run virtual qualitative and quantitative studies such as in-depth interviews, concept testing, problem exploration, custom scripts, or surveys in minutes rather than weeks. It creates personality profiles for each synthetic participant and uses a multi-agent architecture to simulate dynamic, context-aware conversations and decisions that uncover product insights, helping validate ideas, optimize user journeys, prioritize roadmaps, and explore behavior across diverse audiences; users can enrich simulations with their own proprietary data to increase relevance and control representation.
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Custovia
Custovia AI is an AI-powered customer intelligence platform that generates hyper-realistic synthetic customer personas from your own data to help teams test products, features, and marketing campaigns before launch by simulating how real audiences think, behave, and respond, accelerating insights from weeks to hours while keeping data secure and privacy-first. It distinguishes itself from traditional persona methods by building dynamic AI personas continuously updated from real behavioral data rather than static assumptions, enabling companies to validate ideas, de-risk decisions, and refine strategies quickly without the high cost and delays of conventional research. Custovia offers a ready-to-use library of AI persona types and lets teams connect their own data securely to create custom personas specific to their audience and products, then set up experiments and learn instantly from simulated responses across segments.
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