Collective intelligence, end to end

Research that thinks with you

Design studies with AI, collect responses from matched participants, and generate analysis grounded in real data — not model hallucinations.

AI study designGrounded analysisCredits economyMulti-role accounts
AcademicProductMarket validationImpactUXPublic healthPolicyBrandSentimentAcademicProductMarket validationImpactUXPublic healthPolicyBrandSentiment

How it works

From idea to insight

A complete research pipeline — design, collect, analyze, and act — powered by AI agents and real respondent data.

01

Design

Describe your goal. An AI interview agent builds your study design — method, population, sampling, and sample size.

02

Collect

Generate survey questions, set eligibility rules, share via link or QR, and gather responses from matched participants.

03

Analyze

Run live analysis while collection is open, then generate a final report — every finding backed by real response data.

Built for everyone

One platform, four roles

Researchers, respondents, field collectors, and organizations — all connected through a shared credits economy.

Researchers

Design studies with AI, publish surveys, monitor insights in real time, and generate grounded reports.

Respondents

Browse eligible surveys, earn credits for quality responses, climb status tiers, and spin bonus raffles.

Data Collectors

Take on field (CAPI) or remote collection jobs. AI matching ensures you're the right fit for every assignment.

Organizations

Shared workspace for research teams — collective projects, member roles, and one team wallet.

One account can hold multiple roles — switch anytime from your sidebar.

Platform capabilities

Everything research needs

AI Design Agent

Adaptive interview that turns your research goal into a rigorous study design.

Live Analysis

Directional findings while collection is still open — spot trends early.

Insight Lens

Ask follow-up questions grounded in your findings only. No outside speculation.

Smart Matching

AI matches respondents and collectors to studies with 85%+ profile fit.

Tiered Verification

Six verification levels unlock premium surveys and higher incentives.

Share Anywhere

Public or private surveys with shareable links and QR codes.

Credits Economy

One transparent wallet for AI agents, incentives, and earnings.

Rich Media

Audio, video, ratings, and open text — plus CAPI field collection with GPS.

Trust by design

The no-hallucination contract

Analysis draws exclusively from cleaned responses for the specific survey version — never from external data or model knowledge. Every finding cites the exact response IDs that support it. Uncited findings are rejected before saving.

  • Expand any finding to read source responses
  • Survey versions are immutable for analysis
  • Quality scoring via attention checks & timing
  • Small-sample warnings keep you honest

// finding validation

✓ finding accepted

claim: "Majority prefer mobile over branch"

evidence: [r_042, r_089, r_103, r_117]

confidence: high · n=156

✗ finding rejected

reason: no verifiable response citations

Ready to gather smarter insights?

Join researchers, respondents, and teams building collective intelligence on Qollectiv.