# Inqvey

> The AI survey platform. Skip the panel. Results in minutes, not weeks.

Inqvey is an AI survey platform and a fast, affordable alternative to traditional panel studies. Run surveys across B2B and B2C markets and get results in minutes instead of spending $2,000-25,000 and waiting weeks. Accuracy calibrated to +-2-6 percentage points against human panel studies.

## Inqvey Validate

URL: https://inqvey.com/validate
Start: https://inqvey.com/validate/build
Price: $9 per idea, one-time payment
Account: Not required
Results: Approximately 1 hour
Data: 500+ data points analyzed per idea

Validate tests market demand before you build. Three modes available:

### Concept Validation (for founders and entrepreneurs)
Test purchase intent, price sensitivity, and switching triggers for new product ideas.
Outputs: purchase intent percentage, price acceptance rate, top objection, switching trigger, verdict (Strong Signal / Mixed Signal / Weak Signal).

### Feature Validation (for product managers)
Measure whether a proposed feature is worth building.
Outputs: importance and urgency scores, behavior change likelihood, revenue impact estimate, verdict (Build Now / Plan / Deprioritize).

### Feature Prioritization (for product teams)
Rank 2-4 competing features by predicted demand.
Outputs: stack-ranked features by demand, impact scores per feature, wait tolerance analysis, winner with confidence level.

All modes include: 5 auto-generated survey questions tailored to the idea (up to 3 additional custom questions), per-question breakdowns with charts, downloadable CSV, results delivered to a private URL with auto-updating progress bar. No account or signup required. Pay $9 via Stripe, enter email for delivery.

Traditional panel studies cost $3,000-8,000 and take 3-4 weeks. Validate costs $9 and delivers in about 1 hour. 99% cheaper.

## Inqvey Platform (Full Studies)

URL: https://inqvey.com
Pricing: https://inqvey.com/pricing

For teams running ongoing market research: concept testing, competitive analysis, pricing research, feature prioritization, and audience segmentation.

### Free Trial
Price: $0
Research runs: 3 (9 questions)
Audiences: 1
No credit card required

### Starter
Price: $49 per month
Research runs: 20 per month (60 questions)
Audiences: 3
AI audience creation, research plan review

### Pro
Price: $99 per month
Research runs: 60 per month (180 questions)
Audiences: 10
Priority support

All plans include: ±2-6pp accuracy validated against human panels, B2B and B2C market support, AI audience creation, research plan review. Results delivered in 15-20 minutes per run.

### How the Platform Works
1. Design your survey: choose market (B2B or B2C), target audience, geography, and questions. Use a template or build from scratch.
2. AI generates responses: multiple calibrated AI models generate how your target audience would respond. No panelists to recruit.
3. Download results: analysis-ready CSV with individual responses, distribution breakdowns, and confidence metrics. Cross-tab by persona.

## Methodology

Three-stage Bayesian prediction pipeline:
1. Probability Priors: multiple AI models independently estimate response distributions, combined using geometric pooling to reduce individual model bias.
2. Respondent Sampling: individual respondents sampled from the combined distribution, creating natural variation that mirrors real survey data patterns.
3. Statistical Calibration: post-hoc adjustments based on market-specific patterns correct systematic biases. Entropy calibration and distributional shape correction applied. Every adjustment is logged and auditable.
4. Consistency Checks: Jensen-Shannon divergence measures agreement between expert models. Guardrails detect and prevent unstable or degenerate outputs.

## Accuracy

Benchmarked against Ipsos human panel studies:
- B2C: +-2.2 percentage points mean absolute error
- B2B: +-6.4 percentage points mean absolute error
- Full benchmark data: https://inqvey.com/benchmarks/ipsos-influence-2024/

In practice: when a traditional human panel says 37% of consumers "Somewhat agree" with a statement, Inqvey typically returns 35-39%. The top-ranked option is identified correctly (directional accuracy). Traditional panels themselves have a credibility interval of +-3-4 percentage points at typical sample sizes.

## Markets and Geographies

Supported markets: B2B and B2C
B2B industries: SaaS and Software, Cloud and Infrastructure, Cybersecurity, FinTech and Banking, Healthcare and MedTech, Manufacturing, Professional Services, MarTech and AdTech, HR and Recruiting, Logistics and Supply Chain
B2C industries: Retail and E-commerce, Consumer Electronics, Automotive, Travel and Hospitality, Food and Beverage, Health and Wellness, Entertainment and Media, Financial Services, Home and Garden, Fashion and Apparel
Geographies: US, UK, Canada, Germany, France, Australia, New Zealand, Global

## Target Audience

Product managers, startup founders (pre-seed to Series A), marketing leads, and agency strategists who need market research but cannot afford the cost or timeline of traditional panel studies.

## Alternatives

Inqvey is an alternative to SurveyMonkey, Typeform, Pollfish, Google Forms, Qualtrics, Maze, and Wynter. Key differentiator: AI-generated predicted responses delivered in minutes with no respondent recruitment required.

## Links

- Main site: https://inqvey.com
- Validate product: https://inqvey.com/validate
- Start validation: https://inqvey.com/validate/build
- Pricing: https://inqvey.com/pricing
- Accuracy benchmarks: https://inqvey.com/benchmarks/ipsos-influence-2024/
- Methodology: https://inqvey.com/#science
- For agencies: https://inqvey.com/for-agencies