Templates · NPS comments
NPS Analysis Template (free)
Structure your NPS comments into actionable themes so you can identify what's driving promoters, passives, and detractors — and actually do something about it.
What is in it
Template components
Response Segment
Record the NPS score group this comment belongs to — Promoter (9–10), Passive (7–8), or Detractor (0–6).
Example: Detractor — Score: 4
Verbatim Comment
Paste the exact customer comment here without editing so you preserve the original language and sentiment.
Example: "The onboarding took forever and I still don't know how to set up integrations — support wasn't very helpful either."
Theme / Category
Assign one primary theme that best captures the core issue or praise expressed in the comment.
Example: Onboarding Experience
Recommended Action
Write one specific, concrete next step your team should take based on what this comment reveals.
Example: Audit the integration setup flow and add a guided checklist to the onboarding sequence by end of quarter.
The template
The full template, ready to copy
NPS Analysis Template (free)
1. Analysis Setup
Product / workspace analyzed
Usercall Team Workspace — Q2 analysis focused on call review, AI summaries, and CRM sync experience
Analysis goal
Understand what is driving promoter and detractor sentiment in NPS comments, especially around adoption blockers, retention risk, and expansion opportunities.
Survey question wording
“How likely are you to recommend Usercall to a colleague?” followed by “What’s the main reason for your score?”
Date range
2026-04-01 to 2026-04-30
Segment in scope
Admin and manager respondents from B2B SaaS accounts with 10+ seats; exclude churned accounts and duplicate submissions.
Data source and volume
412 total NPS responses, 184 open-text comments coded, across 73 customer accounts
Scoring split
Promoters: 96 · Passives: 171 · Detractors: 145
Primary business decisions this analysis will inform
Q3 roadmap prioritization, onboarding improvements for new admins, and messaging for expansion in mid-market accounts.
Tip: Before coding, decide whether each comment can receive multiple themes. For NPS comments, multi-code is usually best because a single response often includes both a driver of satisfaction and a barrier to recommendation.
2. Coding Guide
Fast time-to-value / easy setup — Comments that mention getting useful insights quickly, low implementation effort, or smooth onboarding. Example: "We had our first customer calls tagged and summarized the same day we connected Zoom, which made the rollout an easy win."
AI summary quality and accuracy — Comments about whether summaries, action items, and sentiment labels feel trustworthy, complete, or too generic. Example: "The recap is usually solid, but sometimes the action items sound polished while missing the actual objection the customer raised."
Searchability and insight discovery — Mentions of finding calls, topics, objections, trends, or specific moments across conversations. Example: "Being able to search every mention of pricing pressure across 80 calls is the reason I recommend it."
Workflow integration friction — Feedback about CRM sync, Slack sharing, recording imports, permissions, or anything that interrupts the existing team workflow. Example: "I love the product itself, but the Salesforce sync breaks often enough that managers stopped trusting the notes."
Reporting depth for managers and leadership — Comments on dashboards, trend reports, exports, and whether leaders can act on the insights without manual work. Example: "The call-level view is great, but I still have to build my own weekly leadership report in Sheets."
Pricing and seat model fit — Mentions of cost, ROI, seat limits, feature gating, or friction expanding usage across teams. Example: "We want product and CS in the tool too, but the seat pricing makes wider rollout a harder sell."
Reliability, performance, and trust — Comments about slow processing, missing transcripts, outages, failed uploads, or confidence in the system. Example: "When a high-stakes customer call takes hours to process, the team just goes back to manual notes."
Customer support and partnership — Feedback about responsiveness, feature feedback loops, onboarding help, or feeling heard by the vendor. Example: "Your support team fixed our tagging issue in one day and even suggested a better workflow, which is rare."
Tip: Keep the code list tight. In NPS analysis, the goal is to identify recommendation drivers and blockers, not to catalogue every detail. If two codes always appear together, merge them.
3. Theme Log
Theme: Workflow integration friction · 41 mentions
The strongest detractor driver was broken trust in downstream workflows, especially Salesforce field mapping and delayed Slack alerts. Top quote: "The summaries are good, but if the Salesforce sync drops the next-step field again, my reps still have to update everything by hand." → Recommended action: prioritize sync reliability fixes, publish status transparency, and add admin-facing error logs for failed records.
Theme: Searchability and insight discovery · 33 mentions
Promoters consistently cited cross-call search and theme discovery as the feature that makes the product recommendable to peers. Top quote: "I can pull every clip where enterprise prospects asked about security in five minutes instead of listening to a week of calls." → Recommended action: lean into search and trend analysis in positioning, and create saved-search templates for sales, product, and CS teams.
Theme: AI summary quality and accuracy · 29 mentions
Users see AI summaries as valuable but uneven, especially on nuanced objections, competitor mentions, and multi-speaker calls. Top quote: "It gets the broad strokes right, but the summary sometimes misses the exact reason the deal stalled, which is the part my managers care about." → Recommended action: improve handling of objection extraction, let users flag low-quality summaries, and expose confidence cues for key fields.
Theme: Reporting depth for managers and leadership · 24 mentions
Managers like the call review experience but want more roll-up reporting for coaching, weekly reviews, and executive visibility. Top quote: "My team uses the scorecards, but I still can’t easily show leadership which objections are trending month over month." → Recommended action: add team-level trend dashboards, scheduled email digests, and exportable summaries for leadership updates.
Theme: Pricing and seat model fit · 18 mentions
Expansion intent exists, but several passives said pricing limits broader adoption beyond revenue teams. Top quote: "I’d recommend it faster if product and onboarding could join without us needing to justify another block of paid seats." → Recommended action: test lighter viewer seats or stakeholder access tiers to remove expansion friction.
Tip: Write each theme card as if a busy product leader will only read one sentence. Include volume, what it means, one verbatim quote, and the action it suggests.
4. Comment Interpretation Notes
How to treat promoter comments
Look for the concrete behavior behind advocacy, such as faster coaching, easier call review, or better cross-functional visibility. Do not code praise alone unless it names a specific driver.
How to treat detractor comments
Separate product dissatisfaction from operational friction. A low score may come from one recurring trust breaker, such as failed CRM syncs, even when the core analysis features are valued.
How to handle mixed comments
Apply multiple codes when a respondent says both why they like the tool and why they hesitate to recommend it. Example: “Search is incredible, but summary accuracy still isn’t dependable for leadership reporting.”
Outlier handling rule
Flag unusual but severe feedback separately if it signals revenue or retention risk, such as security concerns, missing calls, or repeated transcript failures in large accounts.
Escalation threshold
Escalate any theme mentioned by 10%+ of detractors or tied to core workflow trust, even if total mention volume is lower than a broad positive theme.
Tip: In NPS work, urgency is not always the same as volume. A lower-volume theme tied to trust, renewals, or executive credibility can matter more than a high-volume nice-to-have.
5. Summary Findings
Top 3 themes by volume
1) Workflow integration friction (41) 2) Searchability and insight discovery (33) 3) AI summary quality and accuracy (29)
Key takeaway
Recommendation intent is strongest when users can quickly surface cross-call insights, but trust drops when integrations and AI outputs are not dependable enough to power downstream workflows.
Most urgent action
Fix Salesforce sync reliability and expose clearer admin diagnostics, because this issue is undermining trust even among otherwise satisfied teams.
Metric to track
Weekly rate of successful CRM sync jobs, plus detractor mention rate for “integration friction” in next month’s NPS comments
Secondary opportunity
Package search and insight discovery as a stronger expansion story for product, CS, and enablement stakeholders.
Stakeholder notes
Product: prioritize sync reliability and reporting depth. Engineering: add failure logging and processing alerts. GTM: use searchability proof points in customer stories. CS: proactively review accounts with repeated sync complaints.
Share with
VP Product, Head of Customer Success, Revenue Operations lead, Engineering manager for integrations, and CEO weekly product review
Tip: End with decisions, not just observations. A strong NPS analysis should make it obvious what to fix, what to double down on, what to monitor, and who needs to act.
How to use
How to use it
- Export your NPS responses
Pull your NPS survey results — including scores and open-ended comments — from your survey tool into a spreadsheet. - Fill in one row per response
For each comment, complete all four template sections: segment, verbatim text, theme, and recommended action. - Group rows by theme
Sort or filter your spreadsheet by the Theme column to see how many responses share the same underlying issue or praise. - Prioritize by volume and segment
Focus first on themes that appear most often among Detractors, since these represent your highest-leverage opportunities to improve retention.
Filled in
What it looks like filled in
Onboarding Complexity
"It took me two weeks to feel comfortable using the product — the setup process was really confusing."
→ Redesign the onboarding checklist and add contextual tooltips at the three highest drop-off steps.
Customer Support Speed
"I love the product itself but every time I have a question it takes 3–4 days to get a real answer."
→ Introduce live chat during business hours and set an internal SLA of 24-hour first response for all tickets.
Reporting & Insights Value
"The dashboards finally helped our team align on what customers actually care about — we use it every week now."
→ Feature the reporting workflow in renewal conversations and build a case study around this use case for marketing.
Or skip it
Why teams skip the template
Usercall reads the NPS comments for you and drafts the themes, quotes and recommendations. See how qualitative analysis works.
- Manually reading hundreds of comments takes hours
When your NPS survey generates more than 50 responses, categorizing each one by hand becomes a half-day task that rarely gets done consistently across team members. - Human theming introduces bias and blind spots
Different analysts group comments differently, so the themes you surface often reflect assumptions you already had rather than what customers are actually saying. - Insights go stale before anyone acts on them
By the time you finish tagging, summarizing, and presenting findings in a doc or slide deck, another wave of responses has already come in and the window for action has narrowed.
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How Usercall does this
Qualitative analysis
Transcripts and open-ends, coded with their quotes
Research triggers
Interview people at the moment something happens
Voice of customer analysis
Every feedback source in one analysis
Sample interviews and reports
Hear an AI-moderated interview and open a real report
Free question generators
Interview guides and NPS, CSAT, CX and employee surveys
Reviewed by
Founder of Usercall. 15+ years in qualitative research and insight led strategy
Analyze your NPS comments automatically — no template needed
Free to start. Upload transcripts, notes or survey responses and get themes with the quotes attached.