Data as of Aug 25, 2026 · Based on 670 AI responses · See how Parse measures this
Remote UX Prototype Testing Platforms
Parse
https://parse.gl
UserTesting has become AI's top recommendation for remote UX testing, leading a market with increasingly specialized tools. Between November 2025 and March 2026, also rose to prominence for rapid feedback, while solidified its niche for moderated research.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | A specialized tool for live, moderated interviews with rich video feedback. | 70% | |
| 2 | The leading platform for moderated and unmoderated testing with a large participant panel. | 57% | |
| 3 | AI's top choice for budget-friendly, unmoderated testing with deep | 57% | |
| 4 | An all-in-one research suite often recommended for its | 52% | |
| 5 | A flexible platform cited for both moderated and unmoderated user tests. | 40% | |
| 6 | 27% | ||
| 7 | A rising, budget-friendly option for simple, pay-as-you-go video feedback. | 27% | |
| 8 | Frequently suggested as a general-purpose tool for conducting moderated research sessions. | 27% | |
| 9 | 23% | ||
| 10 | 17% | ||
| 11 | 17% | ||
| 12 | 16% | ||
| 13 | The central design tool mentioned in nearly all prototype testing responses. | 14% | |
| 14 | 13% | ||
| 15 | 12% | ||
| 16 | 10% | ||
| 17 | 7% | ||
| 18 | 7% | ||
| 19 | 7% | ||
| 20 | 5% | ||
| 21 | 5% | ||
| 22 | 4% | ||
| 23 | 4% | ||
| 24 | 3% | ||
| 25 | 3% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
usertesting.com is the page AI reaches for most here, cited in 57% of analyzed answers.
Slipped from the #1 cited brand to #3 between November 2025 and March 2026.
Rose from #3 to #1 in mentions between November 2025 and March 2026.
Climbed from #4 to #2 overall between November 2025 and March 2026.
Fell from #2 to #4 overall, often cited but less frequently than the top leaders.
“A source tool for prototypes” → “The central ecosystem hub for testing plugins”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 70% | 78% | ||
| 85% | 60% | ||
| 17% | 60% | ||
| 67% | 40% | ||
| 52% | 13% |
The two models disagree most about Userbrain (ChatGPT #16, Google #6) and UserFeel (ChatGPT #21, Google #11).
UserTesting has become AI's top recommendation for remote UX testing, leading a market with increasingly specialized tools. Between November 2025 and March 2026, Maze also rose to prominence for rapid feedback, while Lookback solidified its niche for moderated research.
Across 670 AI responses, Lookback is mentioned most, named in 70% of them, followed by UserTesting (57%) and Maze (57%).
Parse measures each brand's mention rate — the share of answers naming it — across 670 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI consistently recommends UserTesting and
Maze as the top two platforms offering integrations with design tools like
Figma.
Lookback,
UXtweak, and
Userlytics are also frequently mentioned as strong alternatives for recording user sessions and gathering feedback.
Brands mentioned
AI consistently recommends UserTesting and
Maze as the top two platforms offering integrations with design tools like
Figma. , , and are also frequently mentioned as strong alternatives for recording user sessions and gathering feedback.
UserTesting is AI's dominant answer, cited for its plugins for both and XD that enable in-tool testing workflows. and are consistently recommended as the next-best options, particularly for their integrations with .
Brands mentioned
The market map
Recommended by need