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

Gane Index, November 2026 Edition. 229 of the 252 answers in the 1 category where Tango 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/tango/alternatives

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

- WalkMe: 42
- Whatfix: 42
- Userpilot: 30
- UserGuiding: 21
- Pendo: 13
- Product Fruits: 10

## Digital adoption and onboarding

**Small business**: 69 of 84 answers did not name Tango (Tango is #8 of 12 at 2%).

- UserGuiding: first choice in 19 of those 69
- Userpilot: first choice in 12 of those 69
- Userflow: first choice in 9 of those 69
- Product Fruits: first choice in 8 of those 69
- Chameleon: first choice in 7 of those 69
- Appcues: first choice in 4 of those 69
- CommandBar: first choice in 3 of those 69
- Hopscotch: first choice in 2 of those 69

**Mid-market**: 77 of 84 answers did not name Tango (Tango is #8 of 11 at 2%).

- Userpilot: first choice in 17 of those 77
- WalkMe: first choice in 9 of those 77
- Whatfix: first choice in 8 of those 77
- Pendo: first choice in 4 of those 77
- ScreenSpace: first choice in 3 of those 77
- Product Fruits: first choice in 2 of those 77
- UserGuiding: first choice in 2 of those 77
- Appcues: first choice in 1 of those 77

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

- Whatfix: first choice in 34 of those 83
- WalkMe: first choice in 33 of those 83
- Pendo: first choice in 9 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
- Userpilot: 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.