Collective intelligence, end to end

Research from idea to insight

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

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

Top paying right now

Surveys that pay the most

Real studies with real incentives. Join, complete matched surveys, and earn tokens you can claim as cash.

Active community payouts

26.2K

24.2K survey responses + 2K in bonus raffle

2 high-reward studies still open
#1 top payer

Assessing the Impact of Genetically Modified (GMO) Foods on Child Health and Nutrition in Ethiopia

Assessing the Impact of Genetically Modified (GMO) Foods on Child Health and Nutrition in Ethiopia

public health

You earn

51

per completion · 12 questions

Still paying

23.5K

391 remaining

Bonus raffle · up to 90

Sign-in required
Join to earn
#2 top payer

Assessing Cofounder Relationship Dynamics and Team Effectiveness in Early-Stage Startups

Assessing Cofounder Relationship Dynamics and Team Effectiveness in Early-Stage Startups

feasibility

You earn

6.8

per completion · 8 questions · paid after sign-in

Still paying

768

96 remaining

Respond as a guestSign-in required to earn

You can answer as a guest. Tokens are paid only if you sign in after submitting — this survey's incentive is then credited to your wallet.

Start survey
Start earning today

Free to join · tokens paid per completed survey

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 tokens economy.

Researchers

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

Sign in

Respondents

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

Sign in

Data Collectors

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

Apply now

Organizations

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

Sign in

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

Eligibility rules surface the right respondents; AI collector matching on each project finds the best field team.

Tiered Verification

Six verification levels unlock premium surveys and higher incentives.

Share Anywhere

Public or private surveys with shareable links and QR codes.

Tokens Economy

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

Rich Media

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

Pricing

Pay as you go

Tokens power the platform. In Ethiopia, 1 token = 1 ETB via Telebirr. Elsewhere, pay in USD with Stripe. Top up when you need more — no subscriptions. Free starter tokens run AI agents; top up to incentivise respondents.

Individual

AI agents

Free starter tokens

2K

Granted when you enable the researcher role — for running AI agents only, not respondent incentives.

  • Design agent

    Study design interview

    450
  • Survey generation

    Question writing from design

    500
  • Clean responses

    Dedupe + text cleanup before analysis

    200
  • Live analysis

    Directional findings from current data

    400
  • Final report

    Complete report after collection closes (customizable brief)

    200
  • Insight Lens

    Per message, findings-grounded Q&A

    10
  • Voice analysis

    Addis AI STT + translation per audio clip

    100

Organization

AI agents

Free starter tokens

4K

Granted when you enable the researcher role — for running AI agents only, not respondent incentives.

  • Design agent

    Study design interview

    900
  • Survey generation

    Question writing from design

    1K
  • Clean responses

    Dedupe + text cleanup before analysis

    400
  • Live analysis

    Directional findings from current data

    800
  • Final report

    Complete report after collection closes (customizable brief)

    400
  • Insight Lens

    Per message, findings-grounded Q&A

    20
  • Voice analysis

    Addis AI STT + translation per audio clip

    200

Respondent incentives are set per question when you publish surveys and deducted as responses arrive. They must be funded from topped-up tokens — your free starter balance cannot pay participants. Organization accounts receive 4K starter tokens and pay 2× individual rates for AI agents.

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.