10× Faster Insights: What One ReadingMinds Beta Participant Discovered After Letting AI Run Their Customer Interviews
When Sarah, a product marketing manager at a mid-sized SaaS company, joined our beta program, she was skeptical. She'd tried AI tools before. Most overpromised and underdelivered. Here's what actually happened.
The Challenge
Sarah's team needed to understand why trial conversions were declining. Traditional options:
- Research agency: $45,000 and 6-week timeline
- DIY surveys: Fast but shallow, 15% response rate
- Internal interviews: Could reach maybe 20 customers in a month
None worked for their timeline or budget.
The Experiment
Sarah launched a ReadingMinds study on Monday morning:
- 50 trial users invited via email
- Emma conducted interviews as customers responded
- Real-time analysis as interviews completed
The Results
Speed
- First insights: 4 hours after launch
- Full analysis: 48 hours
- Traditional timeline: 6+ weeks
10× faster.
Depth
- Average interview: 8 minutes
- Average survey completion: 2 minutes
- Qualitative richness comparable to human interviews
Coverage
- 41 of 50 invited users completed interviews (82% response rate)
- Survey benchmark: 15-20% response rate
Actionable Findings
Emma uncovered that trial users hit a wall on Day 3. The onboarding tutorial skipped a critical step that most users needed. The fix took one engineer two days.
Result: Trial conversion increased 23% the following month.
Sarah's Take
"I've done customer research for 15 years. I've never gone from question to actionable insight this fast. And the depth: customers told Emma things they'd never put in a survey."
The Math
- Research cost: ~$500 (ReadingMinds subscription)
- Alternative cost: $45,000 (agency) or $0 (skip the research and guess)
- Value created: 23% trial conversion lift
The ROI wasn't 10×. It was closer to 100×.
Try It Yourself
Every beta participant discovered something they didn't expect. What will you find?
ReadingMinds makes research faster and deeper: see an example report or explore study templates.
About the author

Stu Sjouwerman
CEO and Co-Founder, ReadingMinds.AI
Stu founded KnowBe4 in 2010 and grew it into the world's largest security-awareness training platform before its acquisition by Vista Equity Partners in 2023. He co-founded ReadingMinds with Marcio Castilho and Alin Irimie, the same leadership team that built KnowBe4. Author of the USA Today bestseller Agent-Powered Growth and a regular contributor to Forbes Tech Council and Greenbook on AI, agentic marketing, and customer intelligence.
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