Customer Research Insights & Guides
Frameworks, methodology deep-dives, and practitioner guides for teams running AI-moderated customer research. From win-loss analysis to churn diagnosis to shopper insights — built on experience with hundreds of customer conversations.
Teams using AI-moderated research report 95% faster time-to-insight with qualitative depth at quantitative scale...
Browse Insights & Guides
AI Voice of Customer: The Agentic Execution Layer
AI Voice of Customer is the agentic layer that runs the research workflow end to end: recruit, moderate, analyze, and synthesize customer conversations.
Best Voice of Customer Platforms (2026 Comparison)
Compare 14 Voice of Customer platforms in 2026 by best-fit, price, and strength. Active interview-based VoC vs passive feedback aggregation, ranked by buyer fit.
7 Best Usability Testing Tools in 2026 (Honest Comparison)
Compare 7 usability testing platforms in 2026 — UserTesting, Maze, Lookback, Hotjar, and AI-moderated testing from $150/study. Honest tradeoffs, with pricing.
Best User Interview Platforms in 2026 (Honest Vendor Comparison)
Compare 7 user interview platforms in 2026 — UserTesting, Listen Labs, Conveo, Outset, and AI-moderated interviews from $150/study. Honest tradeoffs, with pricing.
Building a Buyer Journey Map from In-Depth Interviews
Most B2B SaaS journey maps are built in marketing workshops from assumptions. Here's how to ground one in 15-25 IDIs across the real buying committee.
Concept Testing vs. A/B Testing: Which Validates What
A/B testing optimizes within an option set you've already chosen. Concept testing pressure-tests whether the options are worth shipping. Here's when to use each.
How to Run a Usability Test: The 8-Step Process
The full 8-step usability testing process from research question to product decision, plus how AI moderation collapses the heavyweight cycle to hours.
What Is Usability Testing? Definition, Types, and Methodology
Usability testing observes real users completing real tasks to surface friction. Definition, the 5 core types, sample-size rules, and AI-moderated methodology.
Run a Churn Study From Your AI Agent: Brief to Insights in 24h
Run a full churn study from your AI agent in 24 hours. Step-by-step tutorial using create_assistant, bulk_create_invites_from_segment, and query_intelligence.
How to Test a Tagline With Real Customers From an AI Agent
Test a tagline with real customers from an AI agent in 30 minutes of setup. Step-by-step tutorial using ask_humans mode preference via User Intuition MCP.
Announcing User Intuition MCP: 72 Tools for Customer Research
User Intuition just shipped @userintuition-ai/mcp v0.2.5 — 72 tools, 9 capability groups, two transports. Run customer research from any AI agent.
Migrate from Discuss.io to User Intuition (2026 Guide)
Operational guide for switching from Discuss.io to User Intuition: data export, study mapping, stakeholder scripts, two-week timeline, risk mitigation.
Deep Dives by Research Area
Structured collections of our best thinking, organized by discipline.
AI-Powered Research
When to use AI moderation, how it compares to human-led research, and the platforms leading the shift to conversational intelligence.
- Agentic Market Research: The Complete Guide →
- What Is Agentic Consumer Insights Research? →
- Agentic AI vs. Traditional Market Research →
- Best Agentic Research Tools and Platforms (2026) →
- How to Connect AI Agents to Consumer Research via MCP →
- Your AI Agent Is Confidently Wrong About Your Customers →
- Building the Customer Truth Layer: A Technical Guide →
- Best Voice AI Tools for Consumer Research in 2026 →
Research Methodology
Laddering techniques, qual-quant blending, and the frameworks behind research that actually drives decisions.
Customer Intelligence Systems
Building institutional memory that compounds across studies, teams, and years — so research insights never go to waste.
Data Quality & Panel Integrity
Bot contamination, panel bias, and the data quality crisis reshaping how teams think about research sourcing.
Industry Trends
Strategic shifts in the consumer research landscape — where the industry is heading and what it means for insights teams.
Research Operations
Scaling research teams, managing capacity, and the operational frameworks that turn insights functions into strategic assets.
Original Studies, Real Participants
User Intuition publishes original research on questions the industry keeps debating. Recent studies include synthetic data quality, the real reasons deals are lost, and what makes products go viral. All conducted on our own platform.
The Synthetic Mirage in Market Research
- 5 failure modes
- 117 real interviews
- 90 synthetic interviews
We compared 117 real voice interviews to 90 LLM-generated 'participants' across Claude, GPT, and Gemini. Synthetic data passed the smell test — and failed the comparison test on every dimension that matters.
OpenClaw: Why It Went Viral and What Consumers Actually Want
117 voice interviews on the consumer demand behind OpenClaw's 232K-star viral rise.
B2B Win-Loss ResearchWhy Price Is Almost Never the Real Reason You Lost the Deal
10,247 post-decision buyer interviews reveal a 44-point gap between stated and actual loss drivers.
Common questions
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