Insights on expert networks, market research, UX research, and AI training from the CleverX team.
222 articles
User experience and user research are not the same thing, and treating them as interchangeable leads to organizational misunderstandings about what each discipline does and why both are needed.
Niche participant recruitment is where standard approaches reliably fail. This framework covers how to assess what kind of niche difficulty you are dealing with, which recruitment strategies work for each type, how to design screeners that qualify niche profiles rather than admitting approximations, and how to set realistic expectations before committing to a plan the participant market cannot support.
The bottleneck in most research programs is not data collection. It is analysis. Automated research insights address this directly: AI systems identify recurring themes, flag behavioral signals, and draft structured insight statements in a fraction of the time manual analysis requires.
A UX researcher focuses on how users interact with product interfaces. A product researcher has a broader scope extending to user needs discovery, market research, and product strategy. Neither is more senior than the other. The titles are often used interchangeably at smaller companies.
Healthcare professional recruitment is among the most demanding participant sourcing tasks in B2B research. The barriers are structural: clinical schedules, administrative gatekeeping, HIPAA constraints, and above-market incentive expectations: and each requires a different approach than standard B2B recruitment.
Moderated usability testing is a research method in which a facilitator guides a participant through tasks on a product while observing and asking questions in real time. The moderator's presence is what separates it from unmoderated testing.
Survey analysis bottlenecks in one predictable place: the open-text responses. AI survey analysis tools apply natural language processing to automate open-text coding, theme extraction, and sentiment analysis, dropping the time from survey close to first findings from days to hours.
Software engineers make dozens of UX decisions per sprint. Here's how developers can conduct research, interpret findings, and support research programs.
IT professional recruitment is one of the more nuanced areas of B2B research. Getting it right means identifying the specific technical role your research actually requires, choosing channels that reach genuine practitioners, and designing screeners that distinguish deep practitioners from the much larger population who can describe themselves as working in IT.
Usability testing has always faced a scaling problem. AI is changing this constraint fundamentally: AI moderation allows concurrent sessions without moderator scheduling, and AI analysis compresses weeks of processing into hours, without eliminating the qualitative depth that makes usability testing worth running.
To become a UX researcher, you need to develop core research methods skills, build a portfolio of real research work, and demonstrate the ability to translate user observations into product decisions. No specific degree required. Most people reach their first role within 6 to 18 months of focused effort.
B2B research incentives require a completely different logic than consumer research. This article covers rate benchmarks by role and seniority, payment formats for professionals, corporate gift policies, and CleverX's incentive calculator.