Reference Deep-Dives
Comprehensive guides on research methodology, tools, and best practices. Written for practitioners who need depth, not summaries.
884 Reference Deep-Dives
How to Embed Customer Interviews in Your Product
Embed customer interviews in your product with User Intuition's API — create studies, recruit from a 4M+ panel, and surface structured JSON in your own UI.
Embed, White-Label, or Build: Adding Research
Embed a research API, white-label a service, or build your own stack — three ways to add customer research to your product, and how to choose the right one.
Multi-Tenant Research: Serving Your Customers via API
Multi-tenant research lets one API integration run studies for many customers, each isolated in their own workspace. How the tenancy layer works, explained.
Pricing Your Product on a Research API
How to price a product built on a research API: cost-plus, value-based, tiered, usage, and subscription models, plus how to model the input-to-resale spread.
Research API Integration Checklist
A practical checklist for product teams integrating a customer research API: access, auth, multi-tenant workspaces, first study, results, and go-live.
Data Ownership & No Lock-In on a Research API
When you build on a research API, the data you generate is yours. How to export transcripts, keep the corpus, blend panels, and stay free of lock-in.
Automated Usability Testing: What It Automates
Automated usability testing automates recruitment, scheduling, transcription, and synthesis — but interpreting why users struggle still needs judgment.
Concept Testing Platform vs Survey Tool
Concept testing platform vs survey tool: why a purpose-built platform captures the why behind a score, not just the number a generic survey returns.
Enterprise Usability Testing Platform Guide
An enterprise usability testing platform must clear security, scale, multilingual, governance, integration, and repository bars. The full buyer checklist.
Concept Testing for AI Products: A Methodology Guide
AI product concepts break the CPG concept-testing playbook. Novelty bias, prior-model anchoring, static stimulus failure, and trust dominance distort the data.
Figma Prototype Testing: A Practical Workflow Guide
Figma prototypes are the default vehicle for pre-build usability testing, but Figma's native sharing misses reasoning. Here's how to test prototypes properly.
IDI Coding and Scoring: The Qual-to-Quant Bridge
How to code in-depth interview transcripts into structured themes, run intercoder reliability checks, and bridge from rich narrative to defensible findings.
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.
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