SHPW
Research platform comparison

Focused research, without the platform sprawl.

Signalhaven handles study setup, participant feedback, and clear findings in one considered workspace.

Independent reviews

Teams rate Signalhaven higher where it counts.

A side-by-side look at verified customer scores and everyday adoption.

Review category
Signalhaven
Pathwise
Overall rating
★★★★★
★★★★☆
Ease of setup
9.3 / 10
8.2 / 10
Quality of support
9.5 / 10
8.7 / 10
Researcher adoption
94%
81%
Time to first study
18 min
41 min
The practical context

What is the difference between Signalhaven and Pathwise?

Both platforms help teams collect user feedback. Signalhaven is designed for product teams that need to move from a clear question to useful evidence without a dedicated research-operations layer.

Studies, participant videos, prototypes, website tasks, transcripts, and findings stay connected. Pathwise offers a broader testing suite, while Signalhaven puts more of the everyday workflow into a focused, approachable product.

  • Launch guided surveys, prototype tasks, and website studies from one place
  • Invite teammates and observers without adding paid research seats
  • Turn transcripts and response patterns into shareable evidence
  • Use flexible recruitment or bring your own participant panel
Key differences

Choose the workflow that fits your team.

Signalhaven keeps recruiting, response capture, and analysis close enough for non-researchers to contribute confidently.

Participant access

Bring people in without adding friction.

Use the built-in panel, invite your own list, or share a study link with the exact audience you need.

Portrait by Jake Nackos on UnsplashPortrait by Prince on PexelsPortrait by Thanh Xuan Nguyen Ly on Pexels
Video evidence

Watch the moment behind the metric.

Capture screen, camera, and voice together, then clip the exact passage that supports a decision.

Portrait by Korede Adenola on Pexels
Prioritization

Rank ideas without a spreadsheet.

Ask participants to sort, rank, or choose between options and see the pattern as responses arrive.

Live preview

See every study before it reaches people.

Preview each branch, input, and follow-up state from the participant’s point of view.

Feature comparison

Everything needed to move from question to evidence.

Capability
Signalhaven
Pathwise
Unlimited studies on paid plans
×
Survey branching and piping
Participant video recording
Website tasks without installation
×
Prototype testing
Automated transcripts
Live response summaries
×
Choice and preference tests
Unlimited observers
×
Built-in participant panel
“Signalhaven replaced three research tools and made the findings easier to trust. The evidence is now attached to the decision, not buried in someone’s folder.”
Flexible study logic

Create the kind of survey the question needs.

Combine multiple-choice, ranking, scale, open response, and follow-up logic without turning the study into a brittle flowchart.

Explore survey tools →
Onboarding studyQuestion 4 of 7

What made setup feel uncertain?

The navigation
The terminology
Connecting my data
Something else
Evidence with context

Capture video without slowing the participant down.

Record camera, voice, and screen from the browser. Every moment is transcribed and ready to clip into a finding.

See video research →
Prototype walkthroughRecording · 08:42
Patterns as they form

Read live summaries, themes, and signals.

See recurring observations while the study is open, then trace every theme back to the exact supporting response.

Explore analysis →
Response themes47 participants
Navigation clarity72%
Setup confidence58%
Value understood81%
Help needed43%
Prototype feedback

Test concepts and capture the right interaction.

Connect a prototype, define the task, and watch where participants hesitate, recover, or choose a different route.

See prototype studies →
Common questions

What teams ask before switching.

Can we import existing studies?

Yes. Import question lists, participant data, clips, and reports with guided mapping.

Do participants install anything?

No. Surveys, website tasks, recordings, and prototypes run in a modern browser.

Can we invite external observers?

Yes. Observer links can be view-only and limited to one study or collection.

Is the participant panel included?

Panel recruitment is usage-based, while bring-your-own participants are unlimited.

Does it support single sign-on?

Business plans include SSO, domain control, retention rules, and audit history.

What happens to unfinished responses?

Participants can resume securely, and researchers can exclude partial sessions from analysis.

Keep the work moving

Signalhaven is a faster path to useful evidence.

Build your first study, invite the team, and see what a focused research workflow feels like.