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

Gane Index, November 2026 Edition. 223 of the 252 answers in the 1 category where Chameleon holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://www.gane.ai/index/gtm/vendors/chameleon/alternatives

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

- Whatfix: 44
- WalkMe: 43
- UserGuiding: 27
- Userpilot: 20
- Pendo: 14
- Product Fruits: 12

## Digital adoption and onboarding

**Small business**: 67 of 84 answers did not name Chameleon (Chameleon is #5 of 12 at 6%).

- UserGuiding: first choice in 22 of those 67
- Product Fruits: first choice in 10 of those 67
- Userpilot: first choice in 9 of those 67
- Userflow: first choice in 6 of those 67
- Appcues: first choice in 5 of those 67
- CommandBar: first choice in 3 of those 67
- Hopscotch: first choice in 2 of those 67
- HelpHero: first choice in 1 of those 67

**Mid-market**: 73 of 84 answers did not name Chameleon (Chameleon is #5 of 11 at 4%).

- Userpilot: first choice in 11 of those 73
- WalkMe: first choice in 9 of those 73
- Whatfix: first choice in 9 of those 73
- UserGuiding: first choice in 5 of those 73
- Pendo: first choice in 4 of those 73
- Product Fruits: first choice in 2 of those 73
- ScreenSpace: first choice in 2 of those 73
- Appcues: first choice in 1 of those 73

**Enterprise**: 83 of 84 answers did not name Chameleon.

- Whatfix: first choice in 35 of those 83
- WalkMe: first choice in 34 of those 83
- Pendo: first choice in 10 of those 83
- Apty: first choice in 4 of those 83
- Userlane: first choice in 4 of those 83
- Appcues: first choice in 1 of those 83
- Lemon Learning: first choice in 1 of those 83

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