Building the right thing
Blog
See all
Maze alternatives
✓ what pushed you to look decides the shortlist
8 Maze alternatives for UX research teams in 2026
Compare 8 Maze alternatives by method coverage, panel access, and pricing checked on each vendor's site in October 2026. Includes free options.

User research recruitment tools
✓ where your participants come from decides the tool
The best user research recruitment tools in 2026, compared by price and panel
12 user research recruitment tools compared by recruitment model, panel and pricing: panels, own-customer CRMs and intercepts. Prices checked October 2026.
Changelog
See allNew: open GQ Assistant for in-platform guidance from Resources in the sidebar
Respondent recruitment targeting by city; an Incentives settings page with Transactions and Allocations ledgers and in-place funding; MCP can create tags, tag and untag artifacts, create, update, and delete highlights, and build reels from highlights. Improved: stranded approval requests return to the owner; clearer sign-in method, screener limit, survey email, and livestream messages; daylight-saving labels in scheduling emails; workspace picker sorted by recent use; avatars from Slack, Google, and Microsoft. Fixed: invites during a running batch, off-tab prototype popups, unused external recruitment funds after cancellations and no-shows, transcript timestamp links in the repository slide-out, and more.
Moderator craft quality improvements
Moderator craft quality improvements: a major round of AI moderator improvements, with more neutral probing, smoother transitions, more natural language, and closer adherence to your study setup. New: MCP can list repository tags, show the reels that use a highlight, and return the evidence embedded in an insight. Improved: a redesigned device setup step with live previews and tab-only screen sharing; a Reconnect mic control during unmoderated recordings; better Ask AI quotes; faster livestream start; clearer USD messaging for external recruitment. Fixed: screener logic saving, disabled screener tabs, and the disqualification preview.
New: the Analytics board, available on Enterprise plans, brings recruitment, panel, consumption, and usage reporting into one place with shared filters and a linkable address for every tab
Improved: interview templates support images; panel signup forms can launch without questions; the AI moderator sees an outline of the whole study and keeps the prototype link on tasks inside a prototype test; recordings start after device setup; closing a study with external recruitment runs in the background with a status. Fixed: transcript timestamps past one hour.
New: Dutch and Simplified/Traditional Chinese join the participant language picker
Improved: team pickers on invites and candidate contact access are searchable; user pickers return a full, name-ordered page of matches and reveal truncated labels on hover; reporting board polish across headings, workspace labels, and the Most viewed research table; the remove control on study Attendees appears next to Already added suggestions. Fixed: rescoring an applicant now auto-qualifies them when they meet the criteria; email documents with unsupported formatting are recovered instead of loading blank; long study titles now ellipsize in the study picker; Repository name sorting is faster and more reliable.
Reports
See allAssets
See all
The AI research toolkit: skills, prompts & workflows
Claude skills, a prompt library, MCP integrations, and end-to-end workflows for AI-powered research.
Download the toolkit
AI research workflows
The jobs research teams run against their own data through Claude, ChatGPT, Cursor or Copilot, each with the prompt, the tools it calls and where you sign off.
See the workflows
The Practical Guide to Research Panel Management
The real work of managing a research panel: continuous recruitment, engagement without conditioning, clean data, and the KPIs that matter.
Download the guideCompare
See allGreat Question alternatives
How Maze, Dovetail, UserTesting, User Interviews, Listen Labs, Outset and Lyssna compare with Great Question, with verified pricing.
Read the comparisonGreat Question vsDovetail
Dovetail pivoted to GTM; we stayed with researchers. The receipts, the AI head-to-head, the feature matrix, and a migration concierge that does the move for you.
Read the comparisonGreat Question vsMaze
Maze is built for quick prototype tests. Great Question adds moderated methods, CRM-based recruitment, AI analysis, and a searchable repository.
Read the comparisonGet the blog in your inbox
Latest insights for customer-obsessed product builders. Once a month, no noise.

