15 Best UX Survey Tools for User Feedback in 2026

Compare 15 UX survey tools across core strengths, limitations, who they're best for and pricing. Plus, guidance on finding the right platform for your team.

Headshot of Florian Hendrickx

Florian Hendrickx

Head of Growth

News

A competitor comparison graphic on a warm off-white background. Fifteen rounded-rectangle cards are arranged in a 5×3 grid. The centre card displays the Conveo logo — a gradient orange-to-pink app icon alongside the bold wordmark "Conveo" — in full colour with a cursor icon beneath it, indicating it is selected. The fourteen surrounding cards show competitor logos in muted grey tones across five rows: Maze, Qualtrics, and UserTesting (top row); Typeform, SurveyMonkey, and Google (second row); Alchemer and Hotjar (middle row, flanking Conveo); Sprig, Pendo, and Survicate (fourth row); and ProProfs Qualaroo, Lyssna, and Refiner (bottom row).
A competitor comparison graphic on a warm off-white background. Fifteen rounded-rectangle cards are arranged in a 5×3 grid. The centre card displays the Conveo logo — a gradient orange-to-pink app icon alongside the bold wordmark "Conveo" — in full colour with a cursor icon beneath it, indicating it is selected. The fourteen surrounding cards show competitor logos in muted grey tones across five rows: Maze, Qualtrics, and UserTesting (top row); Typeform, SurveyMonkey, and Google (second row); Alchemer and Hotjar (middle row, flanking Conveo); Sprig, Pendo, and Survicate (fourth row); and ProProfs Qualaroo, Lyssna, and Refiner (bottom row).

In this article

In this article

Qualitative insights at the speed of your business

Conveo automates video interviews to speed up decision-making.

TL;DR

  • UX survey tools help teams understand what users think and do, while interviews help you understand why

  • The survey tools for UX in this article are compared across six factors: survey logic, distribution, analysis depth, integrations, governance, and the ease of tracing findings back to real responses.

  • Weak tooling often produces fragmented UX survey data that’s hard to act on, even if response volumes are high.

  • Strong UX survey tools turn user feedback into clear, stakeholder-ready insights, fast enough to be used within sprint cycles.

Finding the best survey tools for UX research means looking beyond how easy they make it to create surveys. It means asking whether the tools help you explain what's driving the survey data, and whether those explanations will hold up under scrutiny.

This guide covers 15 of the best UX tools for surveys across the full range of use cases, from lightweight in-product microsurveys to enterprise platforms built for mixed-method research programs. By the end, you'll have a clear framework for choosing the right UX survey tool for your team and enough detail on each platform to shortlist with confidence.

What Are UX Survey Tools and Why Teams Use Them

UX survey tools collect structured user feedback through rating scales and open-text questions. They're designed for scale, making it easy to gather consistent feedback from hundreds or thousands of users over time.

They work best when you need to track metrics such as the Net Promoter Score (NPS) to evaluate customer loyalty or the Customer Effort Score (CES) to gauge how easy it is for a user to work with you. Because every participant answers the same set of questions, user experience survey results are easy to aggregate and track over time. 

However, they also have limitations. Surveys tell you what users think or do, but they rarely explain why. Open-text responses can reveal useful themes, but large volumes of survey feedback are difficult to review and organize. Surveys also struggle to capture emotional context or unmet needs, which only come out in conversation.

How to Evaluate UX Survey Tools (Decision Framework)

Many UX survey tools look similar at first glance. But the real differences appear when you evaluate them against the requirements that matter for an ongoing research program. These six criteria are the most important to consider:

UX research tool criterion

What to look for

Why it matters

Targeting and logic

Conditional branching and audience segmentation

Different users need different questions. Without this, everyone gets the same survey regardless of their situation.

Distribution

Email, in-app surveys, and shareable links

More distribution options make it easier to reach the right users at the right time.

Analysis depth

Automated tagging and sentiment analysis

These features reduce the amount of manual work needed to find patterns in responses.

Integrations

Slack and product analytics tools

Insights are more likely to drive action when they flow into existing workflows.

Governance

SOC 2 certification, GDPR compliance, SSO, and data retention controls

Enterprise teams often need these capabilities before a tool can be approved.

Evidence traceability

Transcript quotes and video clips

This helps teams understand the reasons behind the trends they see in the data.

The first five criteria are important, but evidence traceability is often what sets the best UX survey tools apart. It helps teams connect changes in metrics like NPS or customer satisfaction to the feedback that explains them. That makes it easier for stakeholders to trust and act on the findings.

Comparison Table: UX Survey Tools at a Glance

Use this table for a quick overview. You’ll find complete profiles for each platform below.

Tool

Best For

Logic / Targeting

Analysis Depth

Compliance

Evidence Traceability

Conveo

UX teams that need to explain what's driving their survey results

Yes

AI-assisted with multimodal video analysis, including non-verbal cues


  • SOC 2: ✓

  • GDPR: ✓

AI insights link to the precise quote and timestamped video clip; findings are fully auditable back to source 

Maze

Usability testing tied to sprint and release cycles

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Video clip + quote

Qualtrics

Teams already running Qualtrics for CX or market research

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Video clip + quote

UserTesting

High-volume unmoderated usability testing at scale

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Video clip + quote

Typeform

Teams that want higher survey completion rates through a conversational format

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Quote only

SurveyMonkey

Straightforward surveys without a steep learning curve

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Quote only

Google Forms

Free screeners and basic post-task surveys

Limited

Basic

  • SOC 2: Not publicly confirmed for Google Forms specifically

  • GDPR: ✓

Quote only

Alchemer

Teams that have outgrown basic survey tools

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Quote only

Hotjar

Connecting behavior data with in-context feedback

Limited

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Video clip + quote

Sprig

Teams that want AI to handle the operational side of survey-based research

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Quote only

Pendo

Consolidating product analytics and in-app feedback

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Video clip + quote

Survicate

Surveys triggered at specific moments in the user journey

Yes

AI-assisted

  • SOC 2: Not publicly confirmed

  • GDPR: ✓

Quote only

Qualaroo

In-context micro-surveys triggered by user behavior

Yes

AI-assisted

  • SOC 2: Not publicly confirmed

  • GDPR: ✓

Quote only

Lyssna

Design teams that need unmoderated testing methods alongside surveys

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Video clip + quote

Refiner

In-product surveys for SaaS teams

Yes

AI-assisted

  • SOC 2: ✓

  • GDPR: ✓

Quote only

Compliance data reflects publicly available information as of June 2026. Verify directly with vendors.

15 Best UX Survey Tools for User Feedback

See what the 15 best survey tools offer, including core strengths, survey features, and depth of user insights,  so you can make the best choice for your business.

1. Conveo

Screenshot of the Conveo website homepage, featuring the headline "The only AI interviewer that captures every human signal." The page shows a grid of video interview participants with AI-detected signal labels overlaid, including Facial (subtle eye-roll), Voice (tone drop), and Body (head tilt). The Conveo logo — an orange "C" icon — appears above the browser screenshot. Brand logos including ASICS, Canva, Unilever, Coca-Cola, and FOX are visible at the bottom.

Conveo is a video-first AI research platform that sits alongside your existing survey stack, running AI-moderated video interviews that surface the reasoning behind your survey scores.

Best For

UX and product research teams in mid-market and enterprise companies who need to understand the underlying drivers of their survey results, especially when stakeholders want specific evidence rather than a summary. 

Core Strength

Every study in Conveo creates a clear link from insight to evidence, so teams can trace findings back to real participant quotes and specific video moments. This makes it easier to defend results when they’re challenged. Key capabilities include:

  • The AI moderator asks follow-up questions in real time when answers are unclear or surprising, which means much of the insight comes from the conversation itself rather than the original script.

See Conveo's AI moderator in action:

  • Conveo analyses video, audio, and transcripts together, so tone and non-verbal signals are captured alongside what people say.

  • Studies support more than 50 languages to improve diversity in your user research. Participants can respond in their own language while the AI adapts in real time. 

  • Teams can recruit participants through 12+ panel providers or use their own participants, so they aren’t tied to a single source.

  • Customers can choose where data is stored, which helps with regional requirements.

  • Insights build up across projects, so teams don’t start from scratch each time and can reuse what they’ve already learned.

  • For larger UX teams, shared guides and locked templates help keep studies consistent, so you can compare results over time.

“Conveo's video-first approach is a real differentiating methodological advantage. The ability to distill insights from reactions and not just hear answers adds context you simply can't get from transcript-only tools, or any other tool in the market for that matter."

Senior Marketing Research & Insights Manager, Google

Key Limitation

Conveo is built for video-based qualitative research, so teams that only need survey measurement and have no need for the video and analysis layer will find the platform overly comprehensive.

Pricing

Conveo offers credit-based and enterprise plans, both priced on request.

2. Maze

Screenshot of the Maze homepage, headlined "Research at the pace of change" on a light beige background. The page describes Maze as turning insights into clarity teams can act on. Product UI previews show a Discovery Interviews report for a Banking App Redesign (25 responses, 8 themes), an unmoderated study with a usability rating question, and a moderated interview panel for feedback on a direct deposit feature. The Maze logo — a bar chart icon — appears above the browser screenshot on an orange gradient background.

Maze is a product research platform combining unmoderated usability testing, prototype testing, and AI-moderated interviews.

  • Best for: UX and product teams running usability testing tied to sprint and release cycles

  • Core strength: The panel marketplace delivers a first participant match in under 15 minutes, so teams can run a quick usability test without the extra effort of recruitment and scheduling.

  • Key limitation: The AI moderator is an Enterprise add-on rather than a standard feature, which means teams on lower tiers are limited to unmoderated testing and lose the ability to dig into the reasoning behind task failures.

  • Pricing: Maze has a free tier for one study a month and pay-per-use panel credits. An enterprise plan is the other option, but you’ll have to contact sales for a quote.

3. Qualtrics

Screenshot of the Qualtrics Market & Audience Research homepage, headlined "Every method. One platform. Decisions at scale." on a bold blue background. The page describes Qualtrics as combining human intelligence with research-grade AI automation to spot opportunities, validate direction, and move with confidence. A product UI preview shows an "Invite to study" panel, a Research Hub interface with the query "What drives menu satisfaction?", and an AI-generated summary insight. A photo of two people collaborating on a laptop is shown alongside the UI. A "Trusted by leading brands" label is visible at the bottom. The Qualtrics wordmark logo appears above the browser screenshot on an orange gradient background.

Qualtrics Strategy & Research is a research platform that covers the UX design lifecycle from early prototype validation through to usability testing. 

  • Best for: Companies already running Qualtrics for CX or market research who want to bring user research into the same ecosystem.

  • Core strength: Qualtrics offers a broad range of research methods, including moderated and unmoderated usability testing, prototype testing, first-click testing, tree testing, card sorting, and video diaries.

  • Key limitation: AI-moderated interviews aren't available yet, so teams that need to explore the reasoning behind usability findings in depth will need a separate platform for that.

  • Pricing: Available on request.

4. UserTesting

Screenshot of the UserTesting homepage, headlined "Craft experiences that win hearts—and markets" with the subheading "Find the 'why' then build faster, smarter, and with confidence." A section below is titled "The Human Insight Engine for the Enterprise," describing UserTesting as the trusted solution behind the world's most customer-centric brands, with bullet points highlighting the world's strongest global participant network and an AI-driven engine built for enterprise. A product video thumbnail shows a person using a tablet and stylus alongside colour swatches. An AI assistant chatbot named Tess is visible in the bottom right corner. The UserTesting logo — a blue speech bubble icon — appears above the browser screenshot on an orange gradient background.

UserTesting is a human insights platform built around unmoderated usability testing and think-aloud studies, with AI-powered analysis and a cross-study research repository.

  • Best for: UX and CX teams running high volumes of usability tests who need consistent panel access across markets

  • Core strength: The first-party panel returns 80%+ of sessions within a few hours.

  • Key limitation: With only 22 supported study languages and no automated translation, teams running usability research across international markets will hit coverage gaps.

  • Pricing: Available on request.

5. Typeform

Screenshot of the Typeform homepage, badged as "AI Engagement Platform," with the headline "Build forms at the drop of a prompt" on a dark background. The page describes Typeform AI as a seasoned form expert that structures and designs forms at your command. A product UI preview at the bottom shows an AI prompt input reading "Remove 'dandruff' option from question three and match 'frizz' to The Serum." The Typeform logo — a black geometric icon — appears above the browser screenshot on an orange gradient background.

Typeform is a conversational survey platform with an upcoming Research Flow product that adds AI-moderated video interviews, participant recruitment, and automated insight summaries. 

  • Best for: UX teams that combine ongoing surveys with qualitative market research, especially lean teams that need more user input without spending time scheduling interviews.

  • Core strength: Teams can use conditional logic to show different follow-up questions based on a participant's experience. For example, users who struggled with a task can be asked different questions than those who completed it successfully, leading to more relevant feedback.

  • Key limitation: Research Flow is still in beta, with a 10,000-response/month cap, and is priced and sold separately, so teams that want the full qual and quant workflow need to factor in two purchase conversations rather than one.

  • Pricing: Survey plans (without Research Flow) start at $28/month (billed annually and limited to one user).

6. SurveyMonkey

Screenshot of the SurveyMonkey homepage, headlined "Your unified platform for always-on insights" on a dark green background. The page describes SurveyMonkey as making it easy to connect and transform feedback from surveys, forms, and market research into richer insights that drive greater business impact. An abstract product illustration shows interconnected data cards and AI-powered flow diagrams. A "Trusted by 260K+ organisations worldwide" label appears above client logos including Samsung, McKesson, Harvard University, Ryanair, HP, Box, Humana, Sephora, Golden State Warriors, and Uber. The SurveyMonkey logo — a green monkey icon — appears above the browser screenshot on an orange gradient background.

SurveyMonkey is a survey platform with a broad template library and built-in advanced research methodologies, and it is connected to an integrated global panel. 

  • Best for: Teams that need a straightforward survey tool without a steep learning curve, particularly where budget is a factor. 

  • Core strength: Built-in methodologies like MaxDiff and Van Westendorp mean teams can run studies like feature prioritization and price optimization without needing a specialist to design the analysis from scratch.

  • Key limitation: Everything is survey-based, with no qualitative interview capability, so teams that need to understand the reasoning behind task failures or usability scores will need a separate tool.

  • Pricing: Team plans start at $30 per user per month (billed annually with a minimum of three users). Panel responses are available for $1 each on a pay-per-project basis.

7. Google Forms

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the Google Workspace logo in its multicolour wordmark. Below, a screenshot of the Google Workspace website is shown, featuring a navigation bar with links for Solutions, Products, Industries, AI, Pricing, and Resources, plus "Try Forms for Work" and "Sign in" buttons. The hero section promotes Google Forms with the bold headline "Online forms to get insights quickly" and a short description paragraph, alongside "Sign in" and "Try Forms for Work" buttons. To the right, product UI illustrations show a feedback form with star ratings, a colour picker, a pie chart labelled "Analyze" showing 50%/25%/25% segments, and a purple bar chart. A tab bar showing Create, Customise, Analyse, Security, Customers, and FAQ is partially visible at the bottom.

Google Forms is a free form builder included with Google Workspace that automatically collects responses in Google Sheets.

  • Best for: Teams that need a free, no-setup option for lightweight screeners and post-task surveys

  • Core strength: Responses feed directly into Google Sheets in real time, which works well for small teams already living in Google Workspace and don't need a dedicated analysis layer.

  • Key limitation: There's no logic complexity or depth of analysis, so teams that outgrow basic data collection will hit the ceiling quickly.

  • Pricing: Free with a Google account.

8. Alchemer

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the Alchemer logo in bold orange text. Below, a screenshot of the Alchemer website is shown, featuring a navigation bar with links for Products, Services, Solutions, Resources, and Pricing, plus a phone number, Support, Login, and a "Request a Demo" button. The hero section has a bright orange background with the bold white headline "The AI you need: Actionable Intelligence" and a description paragraph, alongside yellow "Get a Demo" and white "See the proof" buttons. To the right, a smiling woman holding a laptop is shown alongside a UI card displaying an AI-generated customer feedback summary with positive and negative sentiment icons. Below the hero, a section headed "Finding feedback? Easy. Finding clarity? Not so much." is partially visible.

Alchemer is a feedback platform that covers survey creation and in-app feedback collection, with built-in AI-powered analysis of open-text responses. 

  • Best for: Teams that have outgrown basic survey tools but don't need a full enterprise platform 

  • Core strength: The compliance coverage is strong for the price tier, which makes it a practical option for teams with strict procurement requirements who can't justify a larger platform budget.

  • Key limitation: Everything is text-based, so there's no way to capture how users behave or what they sound like when they describe a problem. 

  • Pricing: Plans start at $55 per user per month (billed annually).

9. Hotjar

Screenshot of the Hotjar homepage, headlined "Hotjar has evolved into something more powerful." The page announces that Hotjar is now part of Contentsquare, describing the combined platform as designed to help users go from insight to impact, fast. A dark maroon graphic displays the three unified brand logos: Contentsquare, Heap, and Hotjar. A "Trusted and used by 1.3+ million websites and apps" section shows client logos including HubSpot, HelloFresh, Unbounce, and 15Five. The Hotjar logo — an orange flame icon — appears above the browser screenshot on an orange gradient background.

Hotjar is a behavior analytics platform that combines session recordings and heatmaps with in-context surveys and moderated video research sessions. It's now part of Contentsquare.

  • Best for: UX and product teams that want to see how users behave on a product and connect that directly to feedback collected in the same session.

  • Core strength: Survey responses link directly to the session recording of the user who gave them, which removes the guesswork when a piece of feedback is too vague to act on by itself.

  • Key limitation: Since joining Contentsquare, the product is sold in modules, so teams that want the full stack, including surveys and moderated research, will need to budget for multiple plans rather than one.

  • Pricing: Plans start at $39/month (billed annually)

10. Sprig

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the Sprig logo — a dark navy wordmark in a rounded sans-serif font. Below, a screenshot of the Sprig website is shown, featuring a dark announcement banner promoting "Sprig MCP," a navigation bar with links for Solutions, Agents, Deploy, Customers, Community, and Pricing, plus "Sign in" and a dark "Book a demo" button. The hero section has a white background with the headline "Enterprise surveys. Powered by agents." in large dark text with "Powered by agents." in a lighter grey, alongside a description paragraph and a "Book a demo" button. At the bottom, a partial view of the Sprig product UI is visible, showing an "AI Study Building Agent" panel and a "Share Behavior Research" workflow screen with Questions and Audience tabs.

Sprig is a continuous research platform where AI agents handle study design, survey delivery, and analysis.

  • Best for: Product and UX teams who want AI to take the operational side of each study off their plate.

  • Core strength: Because each stage of the research cycle runs through an agent, a small or embedded team can run research at a volume that would normally require dedicated research ops support. 

  • Key limitation: The data analysis agent surfaces themes and patterns across responses, but teams that need more nuanced qualitative analysis may need other tools to dig deeper.

  • Pricing: A forever-free plan is available, and paid plans are priced on request.

11. Pendo

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the Pendo logo — a pink geometric arrow icon alongside the dark wordmark "pendo." Below, a screenshot of the Pendo website is shown, featuring a navigation bar with links for Products, Solutions, Resources, and Pricing, plus Login and a pink "Get a Demo" button. The hero section has a light background with the bold headline "Close the gap between AI spend and AI adoption." alongside a description paragraph and "Get a Demo" and "Explore the platform" buttons. To the right, a product UI screenshot shows an "Acme Assistant (Conversations)" dashboard with tabs for Overview, Use cases, Issues, Conversations, and Experiments, displaying a table of emergent issues including "Irrelevant Agent Responses," "User Frustration Expression," "Trip History Retrieval Failure," and "Understanding Failure" with associated metrics.

Pendo is a product analytics platform where in-app surveys sit alongside session replay and product usage data.

  • Best for: Product teams that want to consolidate their analytics and feedback tooling.

  • Core strength: Every survey response links automatically to the respondent's session replay and product usage history, so when a CSAT score drops after a release, teams can see what low scorers were doing differently rather than guessing.

  • Key limitation: Pendo is primarily a product analytics platform, so teams evaluating it solely as a survey tool may find many features they don’t need.

  • Pricing: A free tier is available with three paid plans priced on request.

12. Survicate

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the Survicate logo — a dark geometric icon alongside the bold wordmark "survicate." Below, a screenshot of the Survicate website is shown, featuring a navigation bar with links for Product, Solutions, Pricing, Resources, and Integrations, plus Log in, a purple "Start Free" button, and a "Book a Call" button. The hero section has a deep blue sky background with paper plane illustrations, a G2 rating of 4.7/5 shown with gold stars, and the bold white headline "Capture, analyze, act. Build the ultimate program for customer feedback." A description paragraph and "Sign Up Free" and "Book a Call" buttons are visible at the bottom.

Survicate is a multi-channel survey platform covering web, mobile, email, and in-product feedback collection.

  • Best for: Product teams that want to trigger targeted surveys at specific moments in the user journey rather than sending them to the whole user base at once

  • Core strength: The Research Hub pulls in feedback from other sources, so analysis draws on the full picture of what users are saying.  

  • Key limitation: There's no video survey or interview capability, so the analysis doesn’t account for cues such as tone of voice or facial expressions.

  • Pricing: Plans start at $114/month (billed annually).

13. Qualaroo

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the ProProfs Qualaroo logo — "ProProfs" in bold navy and blue text with "Qualaroo" beneath in smaller grey text. Below, a screenshot of the ProProfs Qualaroo website is shown, featuring a navigation bar with links for Create a Survey, Features, Pricing, Solutions, Resources, and Help. The hero section has a white background with the bold headline "AI Customer & User Feedback Software That Captures 10x More Than Email Surveys, Delightfully 😊" with "Delightfully" in orange, and a description paragraph about AI-Powered Nudge Micro-Surveys. At the bottom, a partial illustration shows a smiling woman alongside a mobile phone UI, with three green checkmark bullet points listing key features.

Qualaroo is a multi-method survey platform for SaaS products,  built around micro-surveys triggered by user behavior.

  • Best for: UX and product teams that want lightweight in-context surveys at specific moments in the user journey.

  • Core strength: Surveys can be embedded directly into prototype tools, enabling UX teams to collect feedback on designs before committing to development.

  • Key limitation: Analysis is primarily sentiment tagging and word clouds rather than structured qualitative synthesis, so teams that need deeper thematic analysis will need to process responses manually or export to another tool.

  • Pricing: Plans start at $19.99/month (billed annually), and a free tier is available.

14. Lyssna

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the Lyssna logo — a teal cursive wordmark with a decorative underline flourish. Below, a screenshot of the Lyssna website is shown, featuring a navigation bar with a "Get paid to test" badge, links for Platform, Customers, Solutions, Pricing, and Resources, plus Log in and a teal "Sign up" button. The hero section has a white grid-pattern background with the bold dark teal headline "All your user research. One platform." and a description paragraph about usability testing, surveys, interviews, and recruitment. Two CTA buttons — "Sign up for free" and "Book a demo" — are followed by "No credit card required" and a row of platform rating icons showing 4.5/5 stars alongside G2 and other review platform logos.

Lyssna is a UX research platform combining unmoderated testing, surveys, and moderated interviews with built-in participant recruitment.

  • Best for: UX and design teams that want to run the full range of UX research methods without managing separate tools.

  • Core strength: Design teams can move from a quick five-second test through to a moderated interview in the same platform, which means the tool doesn't become a bottleneck as research needs change across a project.

  • Key limitation:  The generative AI capabilities are fairly light compared to dedicated research platforms. Summaries and follow-up questions are available on paid plans, but there's no automated or cross-study analysis.

  • Pricing: Growth plans from $165/month billed annually, but panel responses are priced separately.

15. Refiner

A product screenshot graphic on a warm orange-to-pink gradient background. At the top, a white rounded card displays the Refiner logo — a blue geometric icon alongside the bold dark wordmark "Refiner." Below, a screenshot of the Refiner website is shown, featuring a navigation bar with links for Product, Solutions, Integrations, Pricing, and Resources, plus Sign in, "Book a demo," and a blue "Start free trial" button. The hero section has a light grey-blue background labelled "IN-APP SURVEY SOFTWARE" in small blue text, with the bold dark headline "Get spot-on insights from your users with perfectly timed in-app surveys" and a centred description paragraph about microsurvey campaigns and user targeting. "Start free trial" and "Book a demo" buttons are partially visible at the bottom.

Refiner is an in-product and multichannel survey platform built for SaaS teams, focused on microsurveys triggered at specific moments in the user journey.

  • Best for: SaaS product teams that want survey responses synced directly to their product analytics stack.

  • Core strength: Paid plans are priced based on monthly active users rather than response volume, so teams running high-frequency in-product surveys don't hit caps as their user base grows.

  • Key limitation: The platform is built entirely around surveys, so teams that need to go beyond structured questions to understand how users behave in the product will need a separate tool. 

  • Pricing: Plans start at $83/month (billed annually), and a free tier is available.

When Surveys Aren't Enough

Online surveys are a go-to research method for product teams thanks to their quick setup and cost-effectiveness, but they have limitations. 

The rating scales and multiple-choice question surveys produce clear, comparable data. What they rarely provide is an insight into why the users answered the way they did. This leaves teams with a high-level view of what users think, but not enough context to make meaningful business decisions.

The most effective UX research treats surveys and interviews as parts of the same workflow rather than competing research methods. Surveys identify where friction exists and where customer metrics are changing. Interviews explore the underlying causes and capture the depth and nuance surveys can’t.

AI moderation means that you can now run those interviews at the same scale as surveys. You get analysis of non-verbal cues like hesitation and facial expressions that surveys can’t capture and stakeholder-ready findings in days, not weeks.

How to Make Survey Findings Stakeholder-Ready

A drop in NPS is easy to show, but hard to explain when a stakeholder asks you why it happened. Pairing quantitative research methods, such as surveys, with video interviews provides traceability. Rather than just having a score, you can trace the pattern back to the exact quotes and video clips that explain it. Here’s how those two approaches differ in practice:

Scenario

Findings from surveys alone

Findings from surveys paired with video interviews

NPS drops 12 points after a product update

A chart showing the drop with no explanation of the cause

Chart paired with clips of users describing friction with the new navigation

Feature request spike for "bulk export."

A bar showing volume, with no context on the urgency or use case

Volume data linked to quotes explaining the workflow it's blocking

Onboarding satisfaction scores fall below the benchmark

A trend line flagging the problem

Trend line paired with session clips showing where users stall

With the context behind the quantitative findings, stakeholders can make evidence-based decisions.

Enterprise Buying Criteria for UX Survey Tools

Even the best UX survey tool will hit a blocker with your legal team if it doesn’t meet your business’s compliance requirements. If you’re an enterprise company, make sure each survey software meets these criteria before you present it:

Criterion

What to look for

Why it matters for enterprise buyers

GDPR compliance

Regional data hosting and right-to-deletion workflows

Participants' data needs to be stored in the right jurisdiction, and your team needs a reliable process for handling deletion requests.

SOC 2 certification

Current, valid certification

An independent audit has confirmed the vendor's security controls meet an established standard.

SSO

SAML support and compatibility with Okta and Azure AD

IT can provision and deprovision access centrally instead of managing credentials on a per-tool basis.

Data retention

Configurable purge schedules

Legal and compliance teams need control over how long participant data is held, not a one-size-fits-all default.

API access

REST API and webhooks

Research data can connect to internal systems without manual exports.

User roles and permissions

Admin, researcher, and viewer roles

Teams can control who designs studies, who views data, and who can change settings.

Conveo is built for enterprise procurement: SOC 2-certified, GDPR-compliant, with EU data hosting, SSO, role-based access, and API integrations included as standard.

How Conveo Bridges the Survey-to-Insight Gap

A checklist graphic on a warm off-white background, headed "How Conveo bridges the survey-to-insight gap" in a large dark serif font. Three items are listed vertically, each preceded by an orange filled circle with a white checkmark: "Understanding the reasons behind the numbers," "Getting deeper insights without adding more research work," and "Backing up every insight with evidence."

Conveo’s video-first approach gives product and innovation teams the valuable insights they need to translate high-level survey metrics into defensible business decisions. Here’s how:

  • You understand the reasons behind the numbers. Conveo's AI moderator asks follow-up questions in real time. If someone gives a low brand trust score, it asks why, so you get the context behind the response instead of just a rating.

  • You get deeper insights without adding more research work. The AI moderator can interview hundreds or thousands of participants simultaneously, helping you gather qualitative feedback at scale.

  • You can back up every insight with evidence. Findings are linked to the original quotes and video clips, making it easy to show stakeholders exactly where conclusions came from.

See how to get from survey data to stakeholder-ready findings faster:

See how to get from survey data to stakeholder-ready findings faster:

Frequently Asked Questions

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Qualitative insights at the speed of your business

Conveo automates video interviews to speed up decision-making.

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