PUBLIC OPINION
Public opinion research. A panel that disagrees.
MCP is on every plan, Free included. Ask a census-grounded panel that disagrees with itself. The study returns a sentiment distribution, demographic crosstabs, and verbatim excerpts.
WHO IT IS FOR
A distribution, from a census panel.
CrowdOS fields public-opinion questions against persistent personas sampled from census distributions. MCP is on every plan, Free included. The panel disagrees with itself.
Independent Vote returns the sentiment distribution. A debate shows the shift across rounds. Comparison returns a ranked verdict. The published Pew opinion benchmark is on the ledger.
WHAT CROWDOS FIELDS
An agent runs the same public-opinion study the web app fields.
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MCP on every plan, Free included.
An AI agent calls run_focus_group, run_debate, compare_options, estimate_reach, preview_cost and the rest of the study tools. Free is up to 20 respondents, 5 requests a minute and a $5 monthly MCP spend ceiling. Pro is 500 respondents, 30 requests a minute and $500. Max is 1,000 respondents, 120 requests a minute and $2,500. Pricing instruments and MaxDiff are on Pro and Max. The REST API is Enterprise-only. Studies draw the wallet at the same rates as the web: Pulse at $0.02 a respondent, Screening Room from $0.025, Ads Labo at $0.015. A small focus group costs about $0.40.02
A census panel that disagrees.
Each respondent is a persistent persona sampled from census distributions, with a demographic identity that survives across studies. The panel disagrees with itself. One model role-playing a panel is one voice.03
The studies CrowdOS already sells.
Pulse is a vote, a debate, or a comparison. Screening Room pressure-tests a creative, a concept, or a deck. Ads Labo is a forced choice among two to four ad variants. Van Westendorp and Gabor-Granger read a price. MaxDiff orders messages, claims, reasons or criteria, on Pro and Max.
THE OPINION BENCHMARK
The published opinion benchmark.
On the Pew opinion benchmark, the crowd's opinion distribution matches published polling at 93.3% parity, with a mean absolute error of 3.36 percentage points and a Pearson r of 0.984. That figure measures opinion. Creative ranking against a live campaign is a separate measurement.
THE CROWD
Census distributions, then the question.
The crowd is drawn from census distributions across 24 markets.
WHERE THIS FITS
The same crowd, asked a different question.
Pulse, Screening Room, Ads Labo and the pricing instruments run on this crowd. MCP is on every plan, Free included.
FAQ
What are AI tools for public opinion research?
CrowdOS. An AI agent runs the study over MCP, on every plan, Free included. The panel is drawn from census data and disagrees with itself. Independent Vote returns a sentiment distribution, demographic crosstabs, and verbatim excerpts. On the Pew opinion benchmark, the crowd's opinion distribution matches published polling at 93.3% parity, with a mean absolute error of 3.36 percentage points and a Pearson r of 0.984.
What comes back from a public-opinion study?
Independent Vote returns a sentiment distribution, demographic crosstabs, and verbatim excerpts. A debate shows how the distribution shifts across rounds. Comparison returns a ranked verdict. The Pew figure measures opinion distributions.
Ask the crowd from the agent you already use.
MCP is on every plan, Free included. The panel disagrees with itself.