Feedback capture
Collects customer and internal feedback from multiple channels into one organized place.
Canny, Productboard, UserVoice, Featurebase, Sleekplan, Frill, Pendo
Best Customer Feedback & Feature Requests tools 2026
AI search ranking
Measured from 52 AI answers to questions that name no product. Questions that name a product only show each product's pros and cons and are not counted. Includes brands from those answers that are not listed here. Products at the bottom marked “Partly in this category” rank higher in another category.
| # | Brand | Share of voice | Mentioned in | Recommended in | Site cited in | Positive | Avg. position |
|---|---|---|---|---|---|---|---|
| 1 | 14.7% | 63.5% | 36.5% | 55.6% | 63.6% | 2.4 | |
| 2 | 11.1% | 48.1% | 23.1% | 48.9% | 56% | 2.3 | |
| 3 | 8.4% | 36.5% | 23.1% | 33.3% | 78.9% | 1.8 | |
| 4 | 4.9% | 21.2% | 11.5% | 24.4% | 72.7% | 2 | |
| 5 | 4.4% | 19.2% | 17.3% | 20% | 90% | 2.5 | |
| 6 | 4% | 17.3% | 3.8% | 13.3% | 33.3% | — | |
| 7 | 3.1% | 13.5% | 11.5% | 15.6% | 85.7% | 2 | |
| 8 | 2.7% | 11.5% | 3.8% | 8.9% | 66.7% | 4 | |
| 9 | 2.7% | 11.5% | 0% | 13.3% | 33.3% | 5 | |
| 10 | 2.7% | 11.5% | 7.7% | 13.3% | 83.3% | 2 | |
| 11 | 2.2% | 9.6% | 5.8% | 11.1% | 60% | 2 | |
| 12 | 2.2% | 9.6% | 0% | 8.9% | 0% | — | |
| 13 | 1.8% | 7.7% | 3.8% | 8.9% | 75% | 5 | |
| 14 | 1.8% | 7.7% | 7.7% | 8.9% | 100% | 3 | |
| 15 | 1.3% | 5.8% | 1.9% | 6.7% | 33.3% | — | |
| 16 | 1.3% | 5.8% | 0% | 2.2% | 0% | — | |
| 17 | 0.9% | 3.8% | 1.9% | 4.4% | 50% | — | |
| 18 | 0.9% | 3.8% | 1.9% | 4.4% | 50% | 1 | |
| 19 | 0.9% | 3.8% | 0% | 4.4% | 0% | — | |
| 20 | 0.9% | 3.8% | 0% | 4.4% | 50% | — | |
| 21 | 0.9% | 3.8% | 1.9% | 4.4% | 100% | — | |
| 22 | 0.9% | 3.8% | 0% | 4.4% | 100% | — | |
| 23 | 0.9% | 3.8% | 1.9% | 4.4% | 100% | — | |
| 24 | Jira Product Discovery | 0.9% | 3.8% | 1.9% | 0% | 50% | 2 |
| 25 | 0.9% | 3.8% | 0% | 4.4% | 0% | — | |
| 26 | 0.9% | 3.8% | 0% | 4.4% | 100% | — | |
| 27 | 0.9% | 3.8% | 3.8% | 4.4% | 100% | 3 | |
| 28 | 0.4% | 1.9% | 1.9% | 2.2% | 100% | — | |
| 29 | Apple App Store | 0.4% | 1.9% | 0% | 0% | 0% | — |
| 30 | Google Play | 0.4% | 1.9% | 0% | 0% | 0% | — |
| 31 | 0.4% | 1.9% | 0% | 2.2% | 100% | — | |
| 32 | 0.4% | 1.9% | 0% | 2.2% | 100% | — | |
| 33 | GitHub Discussions | 0.4% | 1.9% | 0% | 0% | 100% | — |
| 34 | 0.4% | 1.9% | 0% | 2.2% | 0% | — | |
| 35 | 0.4% | 1.9% | 0% | 2.2% | 0% | — | |
| 36 | FeatQ | 0.4% | 1.9% | 1.9% | 0% | 100% | — |
| 37 | 0.4% | 1.9% | 0% | 2.2% | 100% | — | |
| 38 | 0.4% | 1.9% | 0% | 2.2% | 100% | — | |
| 39 | 0.4% | 1.9% | 0% | 2.2% | 100% | — | |
| 40 | GitHub Projects | 0.4% | 1.9% | 0% | 0% | 100% | — |
| 41 | Atlassian Feedback | 0.4% | 1.9% | 0% | 0% | 100% | — |
| 42 | 0.4% | 1.9% | 0% | 2.2% | 0% | — | |
| 43 | 0.4% | 1.9% | 0% | 2.2% | 0% | — | |
| 44 | 0.4% | 1.9% | 0% | 2.2% | 0% | — | |
| 45 | 0.4% | 1.9% | 1.9% | 2.2% | 100% | 1 | |
| 46 | 0.4% | 1.9% | 0% | 2.2% | 100% | — | |
| 47 | 0.4% | 1.9% | 0% | 0% | 0% | — | |
| 48 | 0.4% | 1.9% | 0% | 0% | 0% | — | |
| 49 | 0.4% | 1.9% | 1.9% | 2.2% | 100% | — | |
| 50 | 0.4% | 1.9% | 1.9% | 2.2% | 100% | — | |
| 51 | 0.4% | 1.9% | 1.9% | 2.2% | 100% | — | |
| 52 | 0.4% | 1.9% | 1.9% | 2.2% | 0% | — | |
| — | 1.3% | 5.8% | 3.8% | 4.4% | 66.7% | — |
Questions asked
The 70 questions this ranking is measured with. Icons show the brands the answers name, most often first.
Questions that name no product (52)
- We're a small SaaS team just getting started and looking for a customer feedback and feature request tool. What should I look for in one?
- How should I compare customer feedback platforms that focus on public voting boards versus ones built around internal feedback analysis?
- We're a B2B company and need a customer feedback tool that can link feature requests to revenue and account value. Which ones work well for that?
- We're a team of about 20 people in product and support, and we're looking at customer feedback and feature request platforms. How much do these usually cost per month?
- What's the best way to bring feature requests from support tickets, sales calls, and app store reviews together in one place?
+3
- Are there feedback management tools that can automatically detect duplicate feature requests and merge votes without losing customer context?
- How should I decide between a lightweight public feedback board and a full product management suite that has roadmapping and prioritization scoring?
- What features should a customer feedback tool have so voters get automatically updated when a request ships?
- I'm looking for a feedback platform that integrates with Jira and Linear so that engineering status changes sync back to the customer-facing board. Any recommendations?
- Is it worth paying for AI-powered feedback analysis that clusters themes and surfaces trends, or can a small team just get by with manual tagging?
- Are there any customer feedback tools that let us collect requests from email, chat, and support tickets without manual copy-paste?
- For a B2B SaaS with a few hundred enterprise accounts, how do public voting boards compare with private feedback inboxes?
- Our feedback is scattered across spreadsheets and Slack threads and nobody trusts the priorities anymore. What kind of tool would fix that?
- What's a reasonable monthly budget for a feedback and feature request platform for a 15-person product team?
- Do any feedback platforms have a free tier that still includes a public board and voting for early-stage startups?
- How should we score and rank feature requests when enterprise revenue data and loud community voters are pulling us in different directions?
- Are there feedback tools that can read our sales call recordings and support tickets and automatically turn them into structured feature requests?
- We need a customer-facing roadmap that automatically updates requesters when something ships. What should we look at?
- If we already use a product analytics platform with surveys built in, is a dedicated feedback and voting tool still worth it?
- What should a mid-size SaaS look for in a feedback platform if we need SSO, custom branding on our portal, and a developer API?
- We keep losing feature requests that come in through Slack, support tickets, and customer calls. What kind of tool do we need to stop that?
- How do feedback platforms that are mainly public voting boards compare to ones built for internal feedback triage?
- Our product team argues about priorities every sprint because there's no shared scoring method. What should we look for in a tool to fix that?
- What does a customer feedback and feature request platform usually cost per month for a product team of 10 to 20 people?
- We're a seed-stage startup with almost no budget. Is there a free or really cheap way to run a public idea board with voting?
- How do we let customers know when a request they voted on actually ships, without someone manually emailing everyone?
- For a B2B SaaS with enterprise accounts, what should we require from a feedback tool when it comes to SSO, permissions, and private boards?
- Is it worth paying extra for AI that clusters feedback into themes, or is manual tagging good enough for a team of five?
- We already pay for a product analytics tool with surveys. Do we still need a separate feedback and voting platform on top of that?
- How do we tie feature requests to actual revenue so that sales-driven asks stop drowning out what most customers need?
- I'm looking for a feedback platform where customers can vote on ideas so the most requested features rise to the top of the board. Any recommendations?
- How do feedback tools deal with duplicate requests when dozens of customers submit the same idea but word it differently?
- Which tools are good at publishing a public roadmap that shows planned, in-progress, and shipped items?
+2
- How do feedback platforms compare when it comes to embedding a voting board or changelog widget directly inside a web app?
- Is there a feedback tool that can sync feature requests with Jira or Linear and push status changes back to the customer-facing board?
- How do AI theme detection features in feedback platforms actually work, and which tools are reliable at clustering requests into themes?
- Are there feedback platforms where you can ask plain-language questions about your feedback data and get answers about themes and impact?
- How do feedback tools handle customer segmentation so we can filter requests and surveys by plan tier or account size?
- Which platforms have a developer API and webhooks solid enough to build our own integrations on top of the feedback data?
- How do the in-app survey tools in feedback platforms compare for running NPS and CSAT surveys triggered by user behavior?
- Which customer feedback platforms are best at pulling feedback in from email, chat, support tickets, and app store reviews into one organized inbox?
- How do public feedback portals compare when it comes to letting users submit ideas, vote, comment, and follow status changes?
- Are there any feedback tools that expose their data through an MCP server, so an AI assistant can query requests and votes directly?
- Which feedback platforms have a built-in changelog so we can publish release notes and notify customers when their requests ship?
- What should I look at when comparing SSO support across feedback platforms, especially SAML and JWT options for enterprise customers?
- Which tools can read sales calls, support tickets, and reviews and automatically turn them into structured feature requests?
- How do feedback platforms handle custom domains and branding so our public portal looks like part of our own product?
- Which feedback tools do a good enough job of scoring sentiment on open-text feedback and surveys to track how customers feel over time?
- We need a public roadmap that shows planned, in-progress, and shipped items and stays in sync with our priorities. Which tools handle product roadmapping well?
- How do feedback analytics dashboards compare for surfacing trends, themes, and account health from customer feedback?
- Are there any customer feedback platforms with AI agents that can answer questions about our feedback data and draft responses for the team?
- How do feedback tools compare when it comes to sending targeted in-app announcements and guides to specific user segments?
Questions that name a product (18)
- Does Featurebase handle duplicate merging and voter notifications well enough that we could replace our spreadsheet triage with it?
- We're a seed-stage startup looking for a free public idea board with voting. Is Nolt a good fit for that?
- How good is Dovetail at AI theme and trend detection on sales call recordings and support tickets?
- Can Pendo run in-app NPS and CSAT surveys that are triggered by behavior, and also feed the results into a feedback backlog?
- Does UserVoice have an MCP server or developer API that's good enough for our AI assistant to query feedback and votes?
- We're a startup looking for a public idea board with voting and a changelog. Is Nolt a good cheap option for that?
- We currently do triage in a spreadsheet. Does Featurebase handle duplicate merging and automatic voter notifications well enough to replace it?
- Does Featurebase have a public roadmap, and does it automatically notify voters when a request ships?
- We're a small startup moving off a spreadsheet — can Nolt handle duplicate merging and customer voting well enough for that?
- Does Sprig let you run in-app surveys triggered by behavior, and can those results feed into a feature request backlog?
- Can an AI assistant query Pendo's feedback data through an MCP server or developer API?
- Does Frill have a public roadmap and send automatic notifications to voters when a request ships, or would we need something like Sleekplan for that?
- Would Nolt be a good cheap option for a seed-stage startup that wants a public idea board with voting and a changelog?
- Does Featurebase handle duplicate merging and revenue-linked prioritization well enough that we could replace our spreadsheet triage with it?
- Does Featurebase have an MCP server so our AI assistant can query feedback and votes directly?
- We're a seed-stage startup looking for a public idea board with voting and automatic voter notifications. Is Nolt a good cheap option for that?
- Does Pendo handle revenue-linked prioritization and customer segmentation well enough that I could replace a dedicated feedback tool like Productboard with it?
- Does Pendo handle in-app surveys and feedback analytics well enough that we could skip a dedicated tool like Sprig?
Features in this category
Found on each product's own website.
Public feedback portal and boards
Customer-facing portal or board where users submit ideas, vote, comment and follow statuses.
Canny, Productboard, UserVoice, Featurebase, Sleekplan, Frill
Public roadmap
Shares a public roadmap showing what is planned, in progress and shipped.
Canny, Productboard, UserVoice, Featurebase, Sleekplan, Frill
Customer voting
Lets customers vote on requests and ideas so top demand rises to the top.
Canny, UserVoice, Featurebase, Sleekplan, Frill
Customer segmentation
Defines customer segments to filter feedback, surveys and messaging to specific groups.
Canny, Productboard, UserVoice, Frill, Pendo
Prioritization scoring
Scores and ranks ideas with formulas, drivers or frameworks to focus on impactful work.
Canny, Productboard, UserVoice, Sleekplan, Frill
Status updates and voter notifications
Notifies requesters and voters automatically as requests move forward or ship.
Canny, UserVoice, Featurebase, Sleekplan, Frill
MCP server
Exposes feedback and product data as MCP tools for AI assistants and clients.
Canny, Productboard, Featurebase, Frill, Dovetail
Developer API and webhooks
Provides APIs, SDKs and webhooks for building custom integrations.
Productboard, Featurebase, Sleekplan, Frill, Dovetail
Changelog and release notes
Publishes product updates and release notes to customers.
Canny, Featurebase, Sleekplan, Frill
Embeddable widget
Embeds feedback, roadmap or changelog surfaces inside a website or web app.
Canny, UserVoice, Sleekplan, Frill
In-app surveys
Runs NPS, CSAT and other surveys inside the product, triggered by behavior or segments.
Featurebase, Sleekplan, Frill, Pendo
Duplicate merging
Detects and merges duplicate requests into a single idea while keeping votes accurate.
Canny, UserVoice, Sleekplan, Frill
AI theme and trend detection
Uses AI to cluster feedback into themes, surface trends and flag urgent issues.
Canny, Productboard, UserVoice, Sleekplan
Revenue-linked prioritization
Connects CRM and revenue data to show the ARR and pipeline behind each request.
Canny, UserVoice, Featurebase, Dovetail
Natural language feedback queries
Lets users ask plain-language questions about feedback, themes and impact.
Canny, UserVoice, Dovetail, Pendo
Single sign-on
Supports SSO for user authentication, including SAML and JWT options.
Featurebase, Sleekplan, Frill
AI feedback mining from other tools
Reads calls, tickets, reviews and conversations to extract feature requests automatically.
Canny, Sleekplan, Frill
Custom domains and branding
Hosts portals and boards on custom domains with custom branding and colors.
Canny, Sleekplan, Frill
Issue tracker sync
Creates or links tickets in tools like Jira and Linear and syncs statuses.
Featurebase, Sleekplan, Dovetail
Sentiment analysis
Scores and tracks sentiment from open-text feedback and surveys.
UserVoice, Dovetail, Pendo
Product roadmapping
Creates and manages product roadmaps to communicate priorities and align stakeholders.
Productboard, Sleekplan, Pendo
AI agents and assistants
Configurable AI agents that answer questions, monitor feedback and draft outputs.
UserVoice, Dovetail, Pendo
Feedback analytics and dashboards
Dashboards and analytics that surface insights, trends and account health from feedback.
Productboard, Dovetail, Pendo
In-app guides and messaging
Delivers in-app guides, announcements and targeted messages to users.
Frill, Pendo
The ranking reflects measured AI answers, not our opinion. Listings have not been checked individually, and inclusion is not an endorsement.