Based on 8 buyer questions put to Perplexity, ChatGPT (web) across 1 independent audit. These are the vendors the engines named unprompted.
Last updated
Share of voice
How often each vendor was named, as a share of every recommendation slot in the category.
1
Pendo7.5%
named 6× · avg rank 3.3 · seen in 1 audit
2
Userpilot7.5%
named 6× · avg rank 17.8 · seen in 1 audit
3
Appcues3.8%
named 3× · avg rank 2.3 · seen in 1 audit
4
Userflow3.8%
named 3× · avg rank 4.3 · seen in 1 audit
5
Amplitude2.5%
named 2× · avg rank 2.5 · seen in 1 audit
6
Intercom2.5%
named 2× · avg rank 2.5 · seen in 1 audit
7
Chameleon2.5%
named 2× · avg rank 3 · seen in 1 audit
8
UserGuiding2.5%
named 2× · avg rank 3.5 · seen in 1 audit
9
WalkMe2.5%
named 2× · avg rank 5 · seen in 1 audit
10
Product Fruits2.5%
named 2× · avg rank 7 · seen in 1 audit
11
Braze2.5%
named 2× · avg rank 8 · seen in 1 audit
12
Kinoa1.3%
named 1× · avg rank 1 · seen in 1 audit
13
Customer1.3%
named 1× · avg rank 1 · seen in 1 audit
14
Fullstory1.3%
named 1× · avg rank 1 · seen in 1 audit
15
Produktly1.3%
named 1× · avg rank 1 · seen in 1 audit
16
Optimizely1.3%
named 1× · avg rank 1 · seen in 1 audit
17
Statsig1.3%
named 1× · avg rank 1 · seen in 1 audit
18
Mixpanel1.3%
named 1× · avg rank 1 · seen in 1 audit
19
Heap1.3%
named 1× · avg rank 1 · seen in 1 audit
20
Setgreet1.3%
named 1× · avg rank 2 · seen in 1 audit
21
Guideflow1.3%
named 1× · avg rank 2 · seen in 1 audit
22
Userorbit1.3%
named 1× · avg rank 2 · seen in 1 audit
23
VWO1.3%
named 1× · avg rank 2 · seen in 1 audit
24
LaunchDarkly1.3%
named 1× · avg rank 2 · seen in 1 audit
25
Airship1.3%
named 1× · avg rank 3 · seen in 1 audit
The sources AI cites in this category
When the engines answered these questions, these are the domains they actually quoted. Being present and well-positioned on these pages is what decides who gets recommended.
1userpilot.com4× cited
2pendo.io2× cited
3kinoa.ai1× cited
4setgreet.com1× cited
5airship.com1× cited
6embedcraft.com1× cited
7adapty.io1× cited
8userguiding.com1× cited
9nimbia.ai1× cited
10userflow.com1× cited
11candu.ai1× cited
12userorbit.com1× cited
13engage.so1× cited
14canny.io1× cited
15guidez.io1× cited
16savemrr.co1× cited
17promptstoproduct.com1× cited
18editorialge.com1× cited
19successifier.com1× cited
20convert.com1× cited
Questions we asked
A sample of the real purchase-intent questions behind these numbers.
What are the best platforms for creating personalized in-app experiences for SaaS products?
Can you suggest some alternatives to Intercom for product growth and user engagement?
How does Pendo compare to WalkMe for onboarding new users?
What’s the best tool for product and growth teams to enhance user journeys in SaaS applications?
What are the pricing options for user engagement tools for small SaaS startups?
How can I improve user retention in my SaaS product without a large budget?
What tools do product teams recommend for A/B testing and user feedback collection?
Is there a good alternative to Amplitude for tracking user behavior analytics?
Where do you rank here?
Run a free audit on your own domain and see, question by question, whether the engines name you or hand the deal to someone on this list.
Aggregated from independent Premonition audits, de-duplicated to one observation per company. AI answers vary between runs, so treat this as directional market signal rather than a fixed ranking. Methodology.