Analyze survey feedback (Top 50 of 53)

Tools that theme and quantify open-ended survey and review responses.
1. Agent Spark Unclaimed
10+ community tutorials 10+ channels 25K views
No reviews yet
Analyzing Data · General

AI consumer-insights analyst answering questions from GWI's 35B-point global survey data.

  • Free tier
  • Web app
  • No code
What you need
Also runs on
Mobile app
You’ll need
Google account · Google Workspace connected (Gmail/Calendar/Drive) · Memory/personal intelligence enabled
Worth knowing
Spark pauses and asks for manual confirmation before it takes actions like deleting calendar events or sending replies, so it isn't fully hands-off autonomous.

Summarized from community tutorials

2. Claude analysis tool Unclaimed
10+ community tutorials 7 channels 189.7K views
No reviews yet
Analyzing Data · General

Upload a spreadsheet and let Claude write and run code to analyze your data and chart the results.

  • Web app
  • No code
What you need
You’ll need
Claude.ai account · Data file to analyze (CSV, image, PDF)

Summarized from community tutorials

3. Gemini in Google Sheets Unclaimed
10+ community tutorials 8 channels 34.3K views
No reviews yet
Analyzing Data · General

Analyze spreadsheet data, write and fix formulas, and build charts with AI right inside Google Sheets.

  • Web app
  • No code
What you need
You’ll need
Google Workspace or Google account · Existing Google Sheet with data
Worth knowing
Gemini in Sheets is only available to certain Workspace/Google AI plan subscribers, and several AI features (smart fill, some formula/column automations) are explicitly experimental and can produce er

Summarized from community tutorials

4. CoLoop Unclaimed
7 community tutorials 7 channels 15.3K views
No reviews yet
Analyzing Data · Workflow automation

AI analysis copilot for qualitative research — turn interviews, focus groups, and surveys into coded themes and fully cited insights.

  • Free trial
  • Web app
  • Some setup
What you need
You’ll need
Recorded interviews/transcripts to upload · Discussion guide or briefing doc · Team account (demo-based signup)

Summarized from community tutorials

5. GPT Excel Unclaimed
10+ community tutorials 2 channels 257.5K views
No reviews yet
Analyzing Data · General

Turn plain English into Excel and Sheets formulas, pivots, charts, SQL, and scripts, or chat with your spreadsheet for insights.

  • Free tier
  • Some setup
What you need
You’ll need
Microsoft Excel spreadsheet

Summarized from community tutorials

6. Databricks Genie Unclaimed
6 community tutorials 6 channels 5.4K views
No reviews yet
Analyzing Data · General

Ask your lakehouse data questions in plain English and get instant SQL-powered answers, charts, and insights.

  • Web app
  • Some setup
What you need
You’ll need
Databricks workspace/account · A dataset or sample data set · A running SQL warehouse
Worth knowing
The SQL-editor code assistant doesn't know which data source you're using until you manually pick the right schema first — otherwise it generates code against the wrong table.

Summarized from tutorials, including the vendor’s own

7. Kraftful Unclaimed
7 community tutorials 7 channels 511 views
No reviews yet
Analyzing Data · Workflow automation

AI copilot that analyzes user feedback at scale and turns it into product insights and user stories.

  • Free
  • Web app
  • No code
What you need
Also runs on
Slack
You’ll need
Feedback data to upload (CSV or docs) · CSV needs a 'feedback' column · Slack workspace (for alerts, optional) · Jira account (to push user stories, optional)

Summarized from community tutorials

9. BlockSurvey AI Unclaimed
6 community tutorials 3 channels 901 views
No reviews yet
Analyzing Data · General

Privacy-first AI survey agent that writes your survey, asks adaptive follow-ups, and turns responses into themes and sentiment insights.

  • Free tier
  • Web app
  • No code
What you need
You’ll need
BlockSurvey account (secret-key login)

Summarized from tutorials, including the vendor’s own

10. CoLab Unclaimed
No reviews yet
Analyzing Data · General

AI design-review agents that analyze CAD models and drawings, flag manufacturability and standards issues, and surface lessons from past reviews.

  • Paid only
14. Insight7 Unclaimed
1 community tutorial 1 channel 5.8K views
No reviews yet
Analyzing Data · General

Scores 100% of your customer calls against custom rubrics, then turns the gaps into coaching and AI roleplay practice.

  • Free trial
  • Web app
  • No code
What you need
You’ll need
Source files (transcripts/docs/audio) to analyze

Summarized from community tutorials

16. askMay Unclaimed
No reviews yet
Analyzing Data · AI workflow

AI growth copilot that turns customer interviews, sales calls, and product data into insights and experiments for PMs.

  • Paid only
17. Dovetail Unclaimed
3 community tutorials 2 channels 273 views
No reviews yet
Analyzing Data · General

AI customer intelligence platform that turns scattered feedback into analyzed themes, trends, and searchable insights.

  • Free trial
  • Web app
  • No code
What you need
You’ll need
Google or Microsoft account (signup) · Recorded interviews (Zoom/Drive/OneDrive) to import

Summarized from tutorials, including the vendor’s own

18. EVE Unclaimed
No reviews yet
Analyzing Data · General

AI research moderator that interviews thousands at once, then turns the verbatims into themes, sentiment, and dashboards.

  • Paid only
19. Tattle Unclaimed
No reviews yet
Analyzing Data · General

Turns restaurant guest feedback into location-level analytics, AI action plans, and automated guest recovery.

  • Paid only
  • Web app
  • No code
What you need
You’ll need
Restaurant with a Tattle account · Guest feedback data flowing in

Summarized from tutorials, including the vendor’s own

21. Intryc Unclaimed
No reviews yet
Analyzing Data · Customer support

AI quality assurance for customer support — auto-scores 100% of tickets against custom scorecards, then coaches and trains your agents.

  • Paid only
23. MSPbots Unclaimed
No reviews yet
Analyzing Data · General

BI dashboards and AI ticket triage for MSPs — unify 80+ PSA, RMM, and finance tools, then auto-route every ticket.

  • Free trial
26. Swell Agent Unclaimed
10+ community tutorials 4 channels 10.2K views
No reviews yet
Selling & Marketing · General

AI reputation and patient-experience agent for multi-location healthcare — automated review invites, HIPAA-compliant responses, and feedback insights.

  • Paid only
  • Web app
  • No code
What you need
You’ll need
Recorded podcast episode (audio/video) · Existing Swell project set up per show

Summarized from community tutorials

27. Voicepanel Unclaimed
8 community tutorials 4 channels 1.9K views
No reviews yet
Searching & Researching · Research

AI agent that runs user research end-to-end — recruits participants, moderates adaptive voice and video interviews, and reports the themes.

  • Paid only
  • Web app
  • No code
What you need
You’ll need
Voicepanel account · Research panel account (e.g. respondent.io) for recruiting
Worth knowing
GDPR/HIPAA compliance and PII stripping from transcripts are still in progress, not yet complete, and the AI's follow-up questions are non-deterministic (can vary run to run).

Summarized from community tutorials

29. Convin AI Unclaimed
No reviews yet
Supporting Customers · General

Contact-center AI that audits every call, coaches agents live, and runs AI voice agents across support, sales, and collections.

  • Paid only
31. Listen Unclaimed
5 community tutorials 2 channels 1.8K views
No reviews yet
Searching & Researching · Customer research

An autonomous AI researcher that designs the study, recruits participants, runs the interviews, and reports back overnight.

  • Paid only
  • Web app
  • No code
33. Blaise Transit Unclaimed
10+ community tutorials 5 channels 732 views
No reviews yet
Booking & Scheduling · AI workflow

AI-powered on-demand transit: riders book trips in an app, operators dispatch and optimize their existing fleet.

  • Paid only
  • No card
  • Mobile app
  • No code
What you need
You’ll need
Smartphone (iOS or Android) · Address within the transit service zone · Email + phone number to sign up · Local transit agency using Blaise Transit
Worth knowing
Once a trip is submitted its details can't be edited -- you must cancel and rebook if plans change, and exact pickup/drop-off details aren't shown until up to 30 minutes before departure.

Summarized from community tutorials

34. Luciq Unclaimed
No reviews yet
Coding & Development · Mobile observability

Agentic mobile observability that catches crashes and bugs in production, then ships the fix via automated root-cause analysis and PRs.

  • Paid only
38. stratify Unclaimed
No reviews yet
Searching & Researching · Recruiting

AI agents that recruit participants, run adaptive user interviews, and turn the answers into product insights in hours.

  • Paid only
39. HiroAI Unclaimed
No reviews yet
Selling & Marketing · General

AI engine that runs advocacy, referral, loyalty, and retention programs — turning customer feedback into automated, revenue-driving outreach.

  • Paid only
40. Marvin Unclaimed
4 community tutorials 1 channel 1.1K views
No reviews yet
Searching & Researching · General

Centralize every customer interview, survey, and call — then ask questions and get answers cited back to the source.

  • Free trial
  • Web app
  • No code
What you need
You’ll need
Free HeyMarvin account (sign-up) · Research data to import (calls, docs, surveys) · Zoom/Google Drive/Qualtrics for integrations

Summarized from community tutorials

41. Factorial One Unclaimed
No reviews yet
Automating Workflows · General

The AI agent inside Factorial's HR platform — automates approvals, payroll, hiring and shift planning, answers questions on your company data, and drafts the

  • Paid only
42. Ontora Unclaimed
No reviews yet
Searching & Researching · Recruiting

AI agents that interview every employee to map how work really gets done — process maps, bottlenecks, and an automation roadmap in days, not months.

  • Paid only
  • Web app
  • No code
What you need
You’ll need
List of employees to interview · Campaign goal/context to brief the agent

Summarized from tutorials, including the vendor’s own

43. Edia Unclaimed
3 community tutorials 2 channels 1.4K views
No reviews yet
Learning & Tutoring · General

AI math tutoring plus unified district data that flags struggling K-12 students weeks earlier

  • Paid only
  • Web app
  • No code
What you need
You’ll need
Teacher/school account · A class with students added · Google Classroom account (for optional sync)
Worth knowing
Assignments don't autosave — you must manually click 'Save changes' or your edits are lost.

Summarized from community tutorials

45. Outset Unclaimed
No reviews yet
Searching & Researching · General

AI-moderated interviews at survey scale — hundreds of adaptive text, voice, or video conversations with instant synthesis.

  • Paid only
46. Metaview Unclaimed
No reviews yet
Selling & Marketing · General

Agentic recruiting platform: an always-on sourcing agent that finds and outreaches candidates, plus an interview notetaker that autofills ATS scorecards.

  • Free tier
  • Web app
  • No code
What you need
You’ll need
Metaview account · ATS (optional, for existing candidate data)

Summarized from tutorials, including the vendor’s own

50. echoAI Unclaimed
No reviews yet
Supporting Customers · General

Conversational AI agents that collect customer feedback, ask smart follow-ups, and take action to close the CX loop.

  • Free tier