An AI-driven experience management platform for enterprises to collect multi-channel feedback, analyze structured and unstructured data, and deliver actionable insights.
Crowdproof
$19Starting price
0Popularity
About Crowdproof
Crowdproof enables AI-native decision research by transforming qualitative market research into quantitative, evidence-backed insights. Users submit a question, idea, or product requirement, and the platform first gathers market context through cited evidence before constructing a simulated society of one million agents, each seeded with census-based demographic and behavioral data. Researchers can target specific cohorts or allow audiences to emerge organically, then simulate how ideas diffuse across six distinct social channels over a 72-hour period. The simulation captures participant responses through structured surveys and stratified interviews, producing a fully inspectable research record that includes raw market evidence, simulated reactions, interview transcripts, and a decision report with quantified uncertainty ranges. The output centers on a funnel analysis that tracks reach, engagement, trial, and retention rates, while also identifying top churn reasons by segment. Every insight is accompanied by provenance labels and citations, ensuring transparency and traceability for data-driven decision-making.
Key features
- Simulated audience of 1 million census-seeded agents
- Six simulated social channels for diffusion modeling
- Structured surveys and stratified interviews by segment
- Auditable evidence maps with citations and provenance labels
- Funnel analysis with uncertainty ranges (P10–P90)
- Market evidence from cited public sources
- Bootstrapped confidence intervals with 10,000 resamples
- Multiple study types including pricing tests and concept screens
Use cases
- Testing pricing page effectiveness with simulated skeptics
- Evaluating product messaging before launch
- Assessing feature adoption across demographic segments
Pros
- Combines simulated audience research with cited public market evidence
- Provides inspectable research records with full transcripts and provenance labels
- Reports uncertainty ranges (P10–P90) across multiple simulation seeds
- Supports stratified interviews with attached transcripts
- Offers multiple study types: launch simulation, message test, pricing study, market scan, concept screen
Cons
- No free tier beyond first study
- Requires credits for usage, with plans starting at $19/month
- Limited to simulated audience research without human panel options
- Pricing model based on credits rather than unlimited access
Frequently asked questions about Crowdproof
What is Crowdproof and how does it work?
Crowdproof is an AI-native decision research platform that simulates audience reactions and combines them with cited market evidence. Users input a question, idea, or product requirement, and the platform researches market context before briefing a simulated society of one million census-seeded agents.
Who should use Crowdproof?
The tool is designed for researchers, product managers, and teams who need to validate decisions such as pricing, messaging, or product concepts before launch. It suits those looking for data-driven insights without the time and cost of traditional research methods.
How accurate are the simulated studies?
Crowdproof states that its simulations are directionally accurate at the funnel scale and regularly backtests against known outcomes, publishing calibration reports quarterly. The platform emphasizes transparency by labeling simulated evidence and providing full provenance for all findings.
What types of studies can I run with Crowdproof?
Common study types include flagship launch simulations, message testing, pricing studies, market scans, and concept screens. Each study produces an inspectable research process with market evidence, simulated responses, interviews, and a decision report.
How does Crowdproof handle pricing and credits?
Crowdproof operates on a credit-based system where credits track model usage across research, simulations, interviews, and report generation. New accounts receive 1,000 credits, and plans offer varying monthly credit allowances with additional features for higher tiers.
Can I target specific audiences with Crowdproof?
Yes, users can target specific cohorts by attributes such as age, gender, race, region, income, or education. Alternatively, the audience can emerge naturally from the one million census-seeded agents, and every report includes the cohort composition.
