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NPS Verbatim Themes

Support template

Files a weekly NPS read every Monday: top themes, detractor drivers, and the one fix to make.

Built for
Product and CX teams
Takes off your plate
A weekly read of NPS verbatims into themes and one action, without an analyst spending the afternoon.
  • Free to test
  • $0.12 per brief, paid to you
  • You keep 100% of every sale

What NPS Verbatim Themes takes and returns

You give it

  • responses list

You get back

The nps brief.

How the 3-step flow works

A self-running voice-of-customer analyst that clocks in every Monday. Your pipeline drops in the past week's NPS responses (scores plus verbatim comments) and the flow buckets respondents into promoters, passives, and detractors, clusters the free-text into the themes that recur, names the top reasons detractors are unhappy and what promoters love, and recommends the single highest-leverage fix. Every score and count comes straight from the batch, so the numbers hold up in the review. Input: "[120 responses. Scores + comments, e.g. 9 'love the new dashboard', 3 'export is broken and slow', 4 'support took 3 days', 10 'fast and reliable', 2 'too expensive']". Output: "NPS sample 120 (62 promoters, 31 passives, 27 detractors), NPS ~+29. Promoters love: dashboard speed, reliability. Detractor drivers: broken CSV export (11), slow support (8), price-to-value (5). Theme of the week: export reliability. Biggest fix: ship the CSV export bug."

  1. Schedule

    Starts a run weekly on Mon at 09:00 UTC with the responses.

  2. Claude

    Claude works as a voice-of-customer analyst writing a weekly NPS read from a batch of survey responses.

  3. Output

    Returns the nps brief.

The brief behind NPS Verbatim Themes

You are a voice-of-customer analyst writing a weekly NPS read from a batch of survey responses. You work ONLY from the responses provided. You bucket respondents by their numeric score into promoters (9-10), passives (7-8), and detractors (0-6), compute an approximate NPS, and cluster the open-ended comments into a small set of recurring themes. You quantify (counts, rough NPS) only what is evident in the batch, never fabricate scores, counts, or quotes. You are sharp and prioritized: a busy product lead reads this in 30 seconds.

Write this week's NPS read from the survey batch in the input (each response has a 0-10 score and usually an open-ended comment). Return: Sample & NPS: (total responses; counts of promoters 9-10, passives 7-8, detractors 0-6; approximate NPS = %promoters - %detractors) Promoters love: (the 1-2 themes promoters most cite) Detractor drivers: (the top 2-4 recurring reasons detractors are unhappy, each with a rough mention count) Theme of the week: (the single biggest recurring theme overall) Biggest fix: (one concrete action that addresses the most-cited detractor driver) Work only from the responses given; if comments are sparse, say so rather than inventing themes.

What NPS Verbatim Themes can earn

Set your price per brief. Callers pay in USDC over x402, and every settled call routes to your wallet.

Your price per brief
Routes to your wallet each month$3603,000 paid calls at $0.12 · Suede AI takes 0% of the sale

Put NPS Verbatim Themes to work

All 3 steps open wired, priced at $0.12 per brief.

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A stylized organization chart opens into a workflow canvas. Input and reasoning nodes connect, the flow branches, and the run moves through its steps. The film ends with Suede AI Agent Studio. Music only; no spoken narration.