Run Surveys 25X Cheaper.

vPOP.io uses competitive markets and opinion tracking to help organizations identify risks, forecast outcomes, and make smarter business decisions, faster.

< 24h
From question to confident answer
3.2×
More accurate than traditional polling
93%
Completion rate
Active market4,127 answers

Is the US economy in a recession?

81
58
Stated PreferenceRevealed Preference
0 — Absolutely Not100 — Definitely Yes
Crowd consensus
81/ 100
Crowd estimate
58/ 100
Prize pool
$3,200

Real Signals,
Real Decisions

Incentivize honest feedback and uncover hidden insights with real-time, crowd-sourced intelligence.

SALES

Revenue Intelligence

01

Surface hidden pipeline risk before it becomes a miss. Discover what your reps actually believe vs. what they tell leadership.

Sample Questions Detected
How confident are you in hitting quota?
What is the real reason deals are lost?
Does leadership understand the pipeline reality?

Teams catch forecast gaps 6 weeks earlier on average.

Trusted answers, the moment you need them

Updated live · 12,418 participants this hour

Stated PreferenceRevealed Preference

Is the war in Iran good for the USA?

37
58
NoYes
Confidence dropping37 / 100

Is Claude Opus the best AI model?

72
49
NoYes
Strong yes72 / 100

Will your next car be electric?

54
30
NoYes
Split decision54 / 100

How It Works

Three simple steps to unlock collective intelligence.

1

Create a Question

Define the outcome you want to predict. For example: "Will Project Apollo launch before September?" or "Will customer satisfaction exceed 90%?"

2

Participants Forecast

Employees contribute knowledge by buying market positions, submitting forecasts, and participating in surveys securely and anonymously.

3

Intelligence Emerges

The market aggregates the data to generate real-time probabilities, confidence levels, hidden trends, and early warnings for leaders.

The Consensus Gap

The most powerful intelligence isn't what people say. It's the distance between what they privately believe and what they think everyone else believes.

CONSENSUS_GAP_ANALYZER v2.4
SIGNAL_DETECTION: ACTIVE · ANOMALY_THRESHOLD: 0.85
STATUS: RUNNING
DELTA_SCORE: HIGH
Personal Conviction

What do you believe?

Consensus Estimation

What does everyone else believe?

The DeltaThe Contrarian Signal
Personal
Consensus
The Delta (Signal)
ANOMALY_DETECTED · SIGNAL: HIGH · ACTION_REQUIRED

Personal Conviction

What do YOU actually believe about this topic? Your private, unfiltered view.

Consensus Estimation

What do you think EVERYONE ELSE believes? Your internal model of the group.

The Gap is the Signal

When personal beliefs diverge from perceived consensus, vPOP captures that delta — revealing hidden truth.

One platform for collective intelligence

vPOP combines Prediction Markets, Forecasting, Crowd Intelligence, Surveys, and Data Analytics to help organizations answer difficult questions.

Prediction MarketsForecastingCrowd IntelligenceSurveysData Analytics

Questions vPOP helps you answer

  • ?Is the team aligned with the new strategy?
  • ?Where should we focus our marketing efforts?
  • ?What is the best way to improve customer satisfaction?
  • ?Should we build or buy a new AI model?

Track public sentiment over time

Updated live · one of thousands of tracked questions

Is Claude Opus the best AI model?

Crowd belief over the last 12 weeks

Personal Conviction (Stated Preference)Consensus Estimation (Revealed Preference)
Yes 10050No 0807568646156515050463934312935373739455255576167717212 wks ago8 wks4 wksNow

Request a demo or pilot

Tell us a little about your team and the questions you're trying to answer. We'll get back to you within one business day to set up a walkthrough.

  • A live walkthrough tailored to your use case
  • Answers to pricing, pilots, and partnerships
  • No commitment, just a conversation