Comparison
RetentionCheck vs Manual Spreadsheet Analysis
Stop staring at rows of feedback. Get answers in 30 seconds.
| RetentionCheck | Manual Spreadsheet Analysis | |
|---|---|---|
| Time to insights | 30 seconds | 2–4 hours |
| Cost | Free / $29/mo | Free (your time) |
| Consistency | Same categories every time | Depends on who's reading |
| Severity scoring | ||
| Confidence levels | ||
| Handles 500+ responses | Painful | |
| Priority recommendations | ||
| Shareable reports | Manual formatting | |
| Learns from patterns |
What Manual Spreadsheet Analysis does
The spreadsheet approach is what most founders start with: export cancellation reasons into Google Sheets or Excel, read through them, manually tag themes, and try to spot patterns. It works — it's just slow, inconsistent, and doesn't scale. At 20 responses it's manageable. At 200, it's a full day of work.
What RetentionCheck does differently
RetentionCheck automates what you'd do in a spreadsheet but does it in 30 seconds. Paste your feedback, get AI-categorized themes with severity rankings, confidence scores, and specific recommendations. The same analysis that takes hours manually happens instantly, and it's consistent — the same feedback always gets the same categorization.
When to use Manual Spreadsheet Analysis
Use spreadsheets when you have fewer than 10 cancellation reasons and want to read each one carefully. There's real value in reading raw feedback directly — you'll catch nuances that any tool might miss. For very small datasets, manual analysis is fine.
When to use RetentionCheck
Use RetentionCheck when you have more than 10 responses, when you're doing this analysis regularly (monthly or weekly), or when you want consistent categorization across time periods so you can track whether your fixes are working.
The verdict
Spreadsheets are where every founder starts, and they're fine for small batches. But if you're regularly analyzing cancellation feedback — or you want to track churn patterns over time — the manual approach breaks down fast. RetentionCheck's free tier gives you 25 analyses per month, so there's no reason not to try it alongside your existing workflow.
Try RetentionCheck free
Paste cancellation feedback and get AI-powered churn insights in 30 seconds. No signup required.
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