Research Operations
Verified B2B panel: why self-reported job titles fall short
When participants self-report titles, seniority inflation is the norm. Here is what a genuinely verified B2B panel checks, and why it changes your data.
Blog
Insights on expert networks, market research, UX research, and AI training from the CleverX team.
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Product Research
How to test a go-to-market hypothesis with real buyers
Most GTM failures trace to untested assumptions, not bad products. Here is how to stress-test your go-to-market hypothesis with real buyers before you spend.
Product Research
UX research budget benchmarks by ARR and team size
Most product teams under-budget UX research. Here is what teams at your ARR stage actually spend, and how to build a defensible number for your next planning cycle.
User Research
UX research platform evaluation guide for growing teams
Outgrowing your current research stack is a good problem to have. Here is the evaluation framework UX teams use when scaling from 5 to 20 researchers.
Market Research
How to validate your ICP with qualitative buyer interviews
Your ICP is a hypothesis. Here is a structured interview framework that turns that hypothesis into a validated GTM foundation you can actually build on.
Product Research
Validate product-channel fit with real buyers before scaling
Scaling paid acquisition before validating channel fit burns budget fast. Here is how to pressure-test your channel hypotheses with real buyers in under two weeks.
Product Research
100 customer interviews before annual planning: a playbook
Annual planning without customer signal is guesswork. Here is how product and research teams run 100 interviews in time to shape the roadmap and OKRs.
Research Operations
Add a screened participant panel to a Dovetail interview project
Dovetail is built for analysis, not recruitment. Here is exactly how to connect a screened external panel to your next Dovetail interview project.
Research Operations
Add verified B2B professionals to Prolific studies
Prolific lacks depth for enterprise software roles. Here is how to source verified B2B professionals and route them into your study with the right screeners.
Research Operations
Agency vs self-serve B2B recruitment: cost-per-recruit compared
Full-service agency recruitment for B2B research buries cost in project management, screener design, and coordination hours you never see itemized. This breakdown shows the real per-recruit number for each model.
Product Research
AI interview agents for churn research
Most churn research starts too late. AI interview agents let CS and product teams interview at-risk customers at scale before the cancellation request arrives.
AI & Data
AI interview agents vs human moderators for B2B research
B2B research teams face a real trade-off between AI speed and human depth. Here is the decision framework that tells you exactly when to use each.