Data as of Aug 25, 2026 · Based on 2,574 AI responses · See how Parse measures this
Customer Feedback Survey Software
Parse
https://parse.gl
Delighted ranks first in the current canonical leaderboard with a 12.22% mention rate across AI platforms in April 2026.
and follow as AI models increasingly differentiate between lightweight survey tools and heavy customer success platforms.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Frequently recommended for fast setup and simple automated survey workflows. | 52% | |
| 2 | Noted for in-app targeting and broad native integration ecosystems. | 44% | |
| 3 | Positioned for enterprise experience management and advanced predictive analytics. | 41% | |
| 4 | Described as a versatile default for general-purpose feedback collection. | 40% | |
| 5 | Highlighted for real-time frontline feedback and closed-loop automation. | 34% | |
| 6 | Recommended for multi-channel collection and AI-driven sentiment analysis. | 32% | |
| 7 | Favored by product-led SaaS teams for contextual in-app surveys. | 30% | |
| 8 | 28% | ||
| 9 | 26% | ||
| 10 | Suggested for support teams needing native ticket-closure triggers. | 23% | |
| 11 | 20% | ||
| 12 | 20% | ||
| 13 | 17% | ||
| 14 | 16% | ||
| 15 | 15% | ||
| 16 | 14% | ||
| 17 | 14% | ||
| 18 | 13% | ||
| 19 | 12% | ||
| 20 | 10% | ||
| 21 | 9% | ||
| 22 | 9% | ||
| 23 | 9% | ||
| 24 | 8% | ||
| 25 | 8% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
refiner.io is the page AI reaches for most here, cited in 46% of analyzed answers.
AI models note it is sunsetting in June 2026, prompting migration recommendations.
“Praised as the easiest plug-and-play NPS tool” → “Flagged as a legacy option requiring migration before June 2026”
Emerged as a top choice for routing detractor alerts to Slack and CRMs in April.
Frequently cited for closed-loop actions and sentiment detection in April 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 53% | 50% | ||
| 39% | 52% | ||
| 53% | 35% | ||
| 46% | 29% | ||
| 44% | 30% |
The two models disagree most about Medallia (ChatGPT #6, Google #23) and Typeform (ChatGPT #9, Google #21).
Delighted ranks first in the current canonical leaderboard with a 12.22% mention rate across AI platforms in April 2026. AskNicely and Survicate follow as AI models increasingly differentiate between lightweight survey tools and heavy customer success platforms.
Across 2,574 AI responses, Delighted is mentioned most, named in 52% of them, followed by Survicate (44%) and Qualtrics (41%).
Parse measures each brand's mention rate — the share of answers naming it — across 2,574 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 models differentiate between lightweight survey tools and heavy orchestration platforms when addressing workflow automation. Zonka Feedback and
AskNicely are highlighted for closing the loop, while
Delighted is suggested for simpler setups.
AI models differentiate between lightweight survey tools and heavy orchestration platforms when addressing workflow automation. Zonka Feedback and
AskNicely are highlighted for closing the loop, while
Delighted is suggested for simpler setups.
Responses Segment recommendations by company size and technical maturity rather than declaring a single winner. is positioned for enterprise analytics, while and are suggested for general-purpose use.
Brands mentioned
Responses Segment recommendations by company size and technical maturity rather than declaring a single winner.
Qualtrics is positioned for enterprise analytics, while
SurveyMonkey and
Typeform are suggested for general-purpose use.
The market map