Strategy & Research · Analyze & Recommend
500 survey responses analyzed before you open the dashboard
When a survey closes, Doe reads every response (including all free-text answers) and produces an insight report with theme categorization, sentiment breakdown, contradictions between scores and comments, and a prioritized list of concrete takeaways.
Works acrossSurveyMonkeySlack
What you get.
Five hundred survey responses analyzed and synthesized before you open the dashboard. Doe reads every response from SurveyMonkey (including all free-text answers), clusters themes, detects contradictions between scores and comments, and delivers an insight report with prioritized action items to Slack.
Survey data sits unread because nobody has time for 500 free-text responses
You spend weeks designing a survey, promoting it, getting responses, and then the data sits in SurveyMonkey for a month because nobody has time to read the free-text responses. The quantitative summary says "7.2 NPS" but the real insights are buried in the text fields where customers actually explain what's wrong. The number tells you something is off. The words tell you what to fix. But nobody reads the words.
When someone finally analyzes it, they skim responses, pull a few quotes that confirm their existing hypothesis, and miss the patterns. The angry customer who wrote three paragraphs about onboarding? That was the signal. The 40 people who all mentioned the same missing feature in different words? Nobody connected the dots. Confirmation bias wins, the real insights stay buried, and the next survey gets designed without learning from the last one.
What changes.
- 01Time to insightsBefore · Weeks (or never, if nobody analyzes it)With Doe · Hours after the survey closes
- 02Response coverageBefore · Skim a sample, miss most free-textWith Doe · Every single response read and categorized
- 03Theme detectionBefore · Manual grouping biased by the reader's hypothesisWith Doe · AI-clustered themes across all responses, including variant phrasing
- 04Contradiction detectionBefore · Almost never caughtWith Doe · Systematic flagging of score-vs-comment mismatches
- 05ActionabilityBefore · Summary stats with a few cherry-picked quotesWith Doe · Prioritized action list ranked by frequency and severity
How Doe analyzes survey responses
- 01Ingests every response including free-text answersSurveyMonkeyDoe pulled all quantitative scores, multiple choice selections, and every free-text answer — including partial and multi-paragraph responses
- 02Clusters free-text responses into themesDoeDoe grouped "onboarding is confusing," "setup took forever," and "couldn't figure out the first steps" into one theme with representative quotes — across all 500 responses
- 03Flags contradictions between scores and commentsDoeDoe caught high NPS respondents complaining about specific features, low scorers praising support, and gaps between what people rate and what they write
- 04Connects quantitative data to qualitative themesDoeRespondents who mentioned onboarding issues scored 40 points lower on NPS. Power users cluster around three specific feature requests
- 05Posts the insight report to #researchSlackTheme breakdown with verbatim quotes, sentiment analysis, contradictions flagged, and a prioritized action list ranked by frequency and severity
- 06RecurringTriggered when a survey closes or reaches a response milestoneWhen a survey closes or hits a response threshold you define, Doe automatically pulls all responses, runs the full analysis pipeline, and delivers the insight report. No manual trigger needed. The analysis starts the moment the data is ready. Insight report delivered to #research in Slack.
Up and running in under ten minutes.
- 01Connect your toolsOne-click OAuth for each integration. No API keys, no engineering.
- 02Describe what you need“Analyze every response from our Q1 NPS survey in SurveyMonkey. Cluster the free-text answers by theme, flag anywhere the score contradicts the comment, and post the top 5 takeaways to #research.”
- 03It runs on scheduleTriggers when a survey closes or hits a response milestone and delivers the full insight report to your team channel.
Before you delegate.
- 01Does Doe work with Typeform, Tally, or Jotform?Currently Doe connects directly to SurveyMonkey via API. Support for Typeform, Tally, Jotform, and Google Forms is on the roadmap. In the meantime, you can export responses as CSV and Doe will analyze them.
- 02How does Doe handle surveys with multiple languages?Doe can analyze responses in any language and clusters themes across languages. A complaint about pricing in Spanish and the same complaint in English will be grouped together. The insight report is delivered in your preferred language.
- 03Can Doe compare results across survey waves?Yes. If you run the same survey quarterly, Doe can compare results across waves, tracking how themes shift, which issues are improving, and which new concerns are emerging. The trend analysis highlights what changed and what stayed the same.
- 04Does Doe identify respondent segments?Yes. If your survey includes demographic or firmographic questions, Doe can segment the analysis, showing how enterprise customers respond differently from SMBs, or how sentiment varies by region, tenure, or usage level.
- 05Can the insight report integrate with our product roadmap in Notion?Yes. Doe can push prioritized action items from the survey analysis directly into a Notion database, linking each insight to the survey data that supports it. Product teams can then incorporate survey-backed insights into roadmap planning.