Root Cause Analysis Platform Scorecard
Compare RCA and VoC platforms on the same eight criteria after a demo on your own data. The weighted total tells you whether you are looking at genuine root cause analysis or a reporting tool.
What is in the Excel pack
- Filled-in example first: three tool categories scored
- Blank scorecard with weights, totals and a verdict, calculated for you
- Seven vendor questions with good answers and red flags
- Demo checklist: before, during and after each demo
- How-to sheet
Example: three tool categories scored
This is page 1 of the scorecard (illustrative scores, no named vendors). Page 2 is the same scorecard, blank.
| Criterion | Weight | Survey-first XM | Text analytics | VoC intelligence |
|---|---|---|---|---|
| Multi-channel ingestion | 3 | 0.5 | 1 | 1 |
| Operational data blending | 3 | 0.5 | 0 | 1 |
| Semantic theme discovery | 2 | 0.5 | 1 | 1 |
| Micro-segment surfacing | 3 | 0 | 0.5 | 1 |
| Actionable output | 3 | 0.5 | 0.5 | 1 |
| Real-time processing | 1 | 0.5 | 1 | 1 |
| Stack integration | 2 | 1 | 0.5 | 0.5 |
| Time to first value | 2 | 0 | 0.5 | 1 |
| Total (out of 8) | 3.5 | 5 | 7.5 | |
| Weighted (out of 8) | 3.4 | 4.6 | 7.6 | |
| Verdict | Reporting tool | Reporting tool | Genuine RCA | |
7-8 = genuine root cause analysis · 5-6.5 = partial · below 5 = a reporting tool, not an RCA tool
How to run a platform evaluation
- 1Set the weight (1-3) of each criterion for your team before any demo.
- 2Send every vendor the same anonymised sample of your feedback: 500+ tickets or reviews.
- 3Ask each vendor to run your sample live, not a prepared demo dataset.
- 4Use the seven vendor questions; the red flags column tells you where to dig.
- 5Score 0, 0.5 or 1 per criterion within 24 hours of each demo and write the evidence down.
- 6Read the weighted total, then talk to one reference customer for each shortlisted platform.
Frequently asked questions
How do I choose a platform for root cause analysis in customer feedback?
Score each platform on the same criteria after a demo on your own data: multi-channel ingestion, operational data blending, semantic theme discovery, micro-segment surfacing, actionable output, real-time processing, stack integration and time to first value.
What score means a platform can really do root cause analysis?
A weighted total of 7 to 8 out of 8 indicates genuine root cause analysis. Between 5 and 6.5 is partial; below 5 you are most likely looking at a reporting tool.
Is the scorecard free?
Yes. The printable PDF downloads without an email. The Excel scorecard, with automatic totals, vendor questions and a demo checklist, is sent to your email for free.
Should we test on our own data?
Yes. Prepared demo datasets always look good. Send every vendor the same anonymised sample and compare what each finds.
Want to see a root cause analysis on your own data first?
Send an export of your tickets, reviews or survey comments. Pivony returns the top root causes within 48 hours on business days, free.
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