# Chameleon alternatives: what AI models name instead, September 2026

GTM AI Recommendation Index, September 2026 Edition. 405 of the 432 answers in the 2 categories where Chameleon holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://gtm-ai-index.com/vendors/chameleon/alternatives/

## Named instead, most often (every category and segment added)

- UserGuiding: 44
- WalkMe: 36
- Whatfix: 32
- Userpilot: 27
- Intercom: 25
- OneSignal: 23

## Digital adoption and onboarding

**Small business**: 65 of 72 answers did not name Chameleon (Chameleon is #11 of 14 at 0%).

- UserGuiding: first choice in 33 of those 65
- Userpilot: first choice in 8 of those 65
- HelpHero: first choice in 7 of those 65
- Appcues: first choice in 6 of those 65
- Userflow: first choice in 6 of those 65
- Tango: first choice in 4 of those 65
- Pendo: first choice in 2 of those 65
- Product Fruits: first choice in 2 of those 65

**Mid-market**: 63 of 72 answers did not name Chameleon (Chameleon is #10 of 11 at 0%).

- Userpilot: first choice in 13 of those 63
- UserGuiding: first choice in 11 of those 63
- Whatfix: first choice in 9 of those 63
- HelpHero: first choice in 5 of those 63
- WalkMe: first choice in 5 of those 63
- Pendo: first choice in 4 of those 63
- Appcues: first choice in 3 of those 63
- Apty: first choice in 1 of those 63

**Enterprise**: 72 of 72 answers did not name Chameleon.

- WalkMe: first choice in 31 of those 72
- Whatfix: first choice in 23 of those 72
- Pendo: first choice in 8 of those 72
- Apty: first choice in 5 of those 72
- Lemon Learning: first choice in 2 of those 72
- Inline Manual: first choice in 1 of those 72
- Jimo: first choice in 1 of those 72
- Userflow: first choice in 1 of those 72

## In-app messaging and customer communications

**Small business**: 69 of 72 answers did not name Chameleon.

- OneSignal: first choice in 16 of those 69
- Crisp: first choice in 7 of those 69
- Intercom: first choice in 5 of those 69
- Gleap: first choice in 4 of those 69
- Slack: first choice in 3 of those 69
- tawk.to: first choice in 3 of those 69
- ActiveCampaign: first choice in 2 of those 69
- Drift: first choice in 2 of those 69

**Mid-market**: 66 of 72 answers did not name Chameleon (Chameleon is #12 of 15 at 0%).

- Intercom: first choice in 8 of those 66
- Userpilot: first choice in 6 of those 66
- OneSignal: first choice in 5 of those 66
- Signal: first choice in 4 of those 66
- Braze: first choice in 3 of those 66
- Front: first choice in 3 of those 66
- Tencent RTC Chat: first choice in 3 of those 66
- Product Fruits: first choice in 2 of those 66

**Enterprise**: 70 of 72 answers did not name Chameleon.

- Braze: first choice in 15 of those 70
- Intercom: first choice in 12 of those 70
- Pendo: first choice in 5 of those 70
- Sendbird: first choice in 5 of those 70
- Stream: first choice in 3 of those 70
- Microsoft Teams: first choice in 2 of those 70
- OneSignal: first choice in 2 of those 70
- Pylon: first choice in 2 of those 70

Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.