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.
Blog
Insights on expert networks, market research, UX research, and AI training from the CleverX team.
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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.
Product Research
AI-moderated interview platform: 8 criteria for PMs
Most AI interview platform comparisons stop at feature tables. Eight criteria that separate the right tool from an expensive mistake for product teams.
AI & Data
AI-moderated interviews for concept testing: speed, accuracy and cost vs live
When concept testing under deadline, AI-moderated interviews cut study time from weeks to days. Here is how speed, accuracy and cost actually compare to live sessions.
Product Research
AI-moderated interviews for C-suite executives
C-suite interviews fail most often at the calendar stage. AI moderation eliminates that bottleneck and lets executives participate on their own schedule, without a live researcher in the room.
AI & Data
AI-moderated interviews for pricing research: the data
Researchers worry that AI moderation flattens pricing responses. The evidence points the other way: participants disclose more about price sensitivity when a human is not in the room.
Product Research
Win/loss interviews: automate post-sale buyer feedback with AI
Win/loss programs fail when reps run their own interviews. Here is how AI moderation removes bias and lets you run 10x more conversations per quarter.
Research Operations
B2B vs consumer panel pricing: why the gap exists
B2B panel pricing often shocks first-time buyers. Here is what drives the gap over consumer panels and how to know when paying it is justified.
Research Operations
B2B participant recruitment timelines: what is realistic in 2025
Most B2B research projects stall because teams underestimate how long recruitment actually takes. Here are the realistic timelines by audience type, channel, and study format.
Research Operations
B2B research panel vendor evaluation: what to ask before you sign
Before you sign with a B2B panel provider, these are the exact questions that separate credible vendors from ones that will waste your budget on bad data.