Claude

You wrote it in Claude. Now test it with real people.

When Claude helps you write headlines, positioning, or launch copy, User Intuition lets you test it with real humans — without leaving the conversation. Get preference splits, credibility scores, and the objections your team won't tell you about. Results in hours. Every study compounds into a searchable intelligence hub. Plus the full 72-tool MCP surface: design studies, recruit your own customers, run AI-moderated voice/chat/video interviews, and query the Intelligence Hub — one ui_sk_ API key, no dashboard required.

Human signal in 2-3 hours
98% participant satisfaction
72 MCP tools, one ui_sk_ key
Researcher using User Intuition AI-moderated research platform
Live
Intelligence Report Live
91% Signal
Preference
86%
Credibility
72%
Clarity
78%
AI Insight

Headline B preferred 3:1 — "ease of use" drove the gap, not price...

User Intuition
Benchmark
91%
Live

Trusted by teams at

Capital One
RudderStack
Nivella Health
Turning Point Brands
Procter & Gamble
Microsoft
CHG Healthcare
TL;DR

Claude's output sounds polished and ready to ship — but it's an untested hypothesis, not a final draft. That false confidence leads to launches where the headline doesn't resonate, the claim isn't believed, or the promise is misunderstood. User Intuition turns Claude into a validation loop: run a preference check, claim test, or message test and ~25 real people weigh in within hours — with agreement scores, credibility data, and the specific objections that would tank a launch.

Integration Details
Category Human Signal · AI Research
Data Sync Direct via MCP — 72 tools across 9 capability groups, no SDK install
Setup MCP · Under 10 minutes
Status Live

Key Features

Human Signal from Claude

Ask Claude to test your messaging with real people — directly in the conversation. 'Run a preference check on these three headlines' or 'Test this claim with 50 people.' Claude creates the study, recruits from a 4M+ panel, and presents quantified results when they're ready. No context switching, no separate tool.

Three Study Modes

Preference checks (which option do people prefer and why), claim reactions (do people believe this? what triggers skepticism?), and message tests (what do people think this promises? what's confusing?). Each mode produces structured signal: distributions, themes, minority objections, and verbatim quotes.

Query Your Intelligence Hub

Every study — human signal or deep research — compounds into a searchable knowledge base. Ask Claude: 'What did churned customers say about pricing last quarter?' or 'How has our messaging clarity improved across the last 5 tests?' Claude returns evidence-traced answers with real verbatim quotes.

Launch Deep Research Too

Beyond quick signal, ask Claude to launch full 30-minute AI voice interviews: 'Run a 20-person churn study targeting customers who cancelled this month.' Interviews run automatically, findings appear in your intelligence hub within 24-48 hours, and Claude can synthesize them for any downstream task.

The Full Research Workflow

Human Signal is the fast path — but the MCP exposes the complete research stack. Studies (13 tools) lets Claude design, launch, and manage full AI-moderated voice, chat, and video interviews. Invites & Participants (8 tools) handles your own customer lists, including Shopify or HubSpot syncs. Calls & Interviews (7 tools) surfaces transcripts and analysis. The Intelligence Hub (18 tools, including query_intelligence and generate_report) lets Claude search across all past research and produce citable deliverables. Monetization (8), Integrations & Panels (5), and Account (6) round out the surface. See the full per-tool reference at https://docs.userintuition.ai/mcp-server/overview.

Use Cases

What you can do with User Intuition

A/B Test Headlines Before You Ship

You just wrote three headline options in Claude. Instead of guessing which one wins, ask Claude to run a preference check. ~25 people tell you which they prefer and why — plus the objections to the losers. Results in 2-3 hours, not 2-3 weeks.

Know which headline wins before it goes live. Preference splits + reasons + minority objections.

Validate Claims Before Launch

Claude helped you write 'Reduce churn by 30% in one quarter.' Sounds good — but will buyers believe it? Run a claim reaction and get agreement scores, credibility data, and the specific skepticism triggers that would undermine trust. Fix the claim before it ships.

Credibility scores + skepticism triggers from real people. Ship claims that land.

Message-Test Landing Page Copy

Before publishing, ask Claude to message-test your landing page. Real people tell you what they think it promises, what's confusing, and how it makes them feel. Clarity scores, implied promise clusters, and confusion drivers — all structured and citable.

Launch with copy that's clear, credible, and emotionally resonant — backed by evidence.

Query Past Research Instantly

Every human signal study and deep interview compounds in your intelligence hub. Ask Claude: 'What messaging themes have resonated best this quarter?' or 'Pull the top customer quotes about our pricing.' Evidence-traced answers in seconds, not hours of report-reading.

Instant access to cumulative research insights. Your intelligence hub, conversational.
Compare

How it compares

Dimension Claude + User Intuition AI Opinions Without Validation
Messaging Confidence Human signal — real people tell you what works and what doesn't AI-generated confidence with no empirical check. Feels right — but you won't know until launch.
Evidence Quality Quantified — preference splits, agreement scores, credibility data, verbatim quotes AI-generated opinions with no empirical backing
Minority View Always surfaces the objections and who holds them AI tends to agree with you. No dissenting voice.
Speed Results in 2-3 hours, not 4-8 weeks Instant — but unvalidated. Confidence without evidence.
Intelligence Over Time Every study compounds in a searchable hub — queryable forever Conversations disappear. Nothing compounds.
Workflow Test messaging without leaving Claude — same conversation, same context Copy to survey tool, wait weeks, paste results back manually
How It Works

Setup to intelligence in minutes

1
2 min

Connect to Claude Desktop

Add the User Intuition MCP server to your Claude Desktop config: {"mcpServers":{"userintuition":{"command":"npx","args":["-y","@userintuition-ai/mcp"],"env":{"USERINTUITION_API_KEY":"ui_sk_your_key_here"}}}}. Claude immediately gains access to all 72 tools — launch studies, query your intelligence hub, manage participants, and more.

2
30 sec

Ask for Human Signal

When Claude generates messaging, ask: 'Run a preference check on these three options' or 'Test this claim with 25 people.' Claude creates the study — you pick general population or your own email list.

3
2-3 hrs

Real People Respond

User Intuition recruits participants from a 4M+ vetted panel. AI-moderated conversations probe preferences, credibility, and clarity. 98% participant satisfaction.

4
Instant

Results in Your Thread

Come back and ask 'Any update?' Claude presents the headline metric, what's working, what's not, minority objections with quotes, and specific recommendations. Full results also in your dashboard and intelligence hub.

"We were about to launch a rebrand with copy Claude helped write. Ran a message test first — 24% of respondents found the tagline confusing. We caught a $200K mistake in 3 hours for less than the cost of lunch."

VP of Marketing — Series B SaaS, 150 employees

Live Now

Stop guessing if your messaging works. Ask real people — from Claude.

Test headlines, claims, and positioning with real humans — directly from Claude. Quantified signal in hours. Every study compounds in your intelligence hub.

See it in action

See how Claude launches human signal studies, retrieves results, and queries your intelligence hub — all in one conversation.

Quick Start

Run your first AI voice interviews today. Connect Claude Desktop and start building your intelligence hub in minutes.

You only pay for quality interviews.

Every interview is automatically scored against your brief. Misses aren't charged.

No contract · No credit card required · Results in hours

FAQ

Common questions

Add the 'User Intuition — Human Signal' connector to Claude Desktop. Then, when Claude generates headlines, claims, or copy, ask it to 'run a preference check' or 'test this claim with 25 people.' Claude creates a human signal study, recruits from a 4M+ vetted panel (or your own email list), and presents quantified results — preference splits, agreement scores, themes, and minority objections — when the study completes in 2-3 hours.
Preference checks compare 2-5 options and tell you which one people prefer and why. Claim reactions test whether people believe a specific statement — you get agreement distribution, credibility scores, and skepticism triggers. Message tests evaluate clarity and emotional response — you learn what people think your copy promises, what confuses them, and how it makes them feel. Each mode returns structured signal designed for decisions.
Human signal studies typically return results in 2-3 hours. After launching from Claude, you can continue working and come back later to ask 'Any update?' Claude presents the results — or you'll get an email notification with a link to your dashboard when the study completes.
By default, User Intuition recruits from a 4M+ vetted global panel with demographic targeting. You can also bring your own audience by pasting up to 200 email addresses. Every study includes an audience profile so you know exactly who responded. General population studies include age, gender, and geographic distribution.
Yes. Every study — human signal or deep interview — compounds into a searchable intelligence hub. Ask Claude questions like 'What messaging themes resonated best this quarter?' or 'Pull the top customer quotes about pricing.' Claude returns evidence-traced answers with real verbatim quotes. Your research compounds over time and stays accessible through natural conversation.
No. Add the User Intuition MCP server to your Claude Desktop config using npx — one JSON block with your ui_sk_ key. Supported clients include Claude Desktop, Cursor, Claude Code, and VS Code (all via stdio). Full setup guide at https://docs.userintuition.ai/mcp-server/overview.
Human Signal (ask_humans, get_results, list_studies, edit_study, cancel_study) is the fast path for paid panel polls. The full 72-tool surface adds Studies (full AI-moderated voice/chat/video interviews), Invites & Participants (bring your own customer list, sync from Shopify or HubSpot), Calls & Interviews (transcripts, analysis), the Intelligence Hub (query_intelligence across past studies, generate_report for citable deliverables), and Account utilities. See https://docs.userintuition.ai/mcp-server/overview for the per-tool reference.
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