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

Gane Index, November 2026 Edition. 234 of the 252 answers in the 1 category where Singular 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/singular/alternatives

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

- Braze: 42
- OneSignal: 25
- Apple Search Ads: 17
- AppsFlyer: 12
- Meta Advantage+ App Campaigns: 11
- CleverTap: 9

## Mobile apps

**Small business**: 81 of 84 answers did not name Singular.

- OneSignal: first choice in 20 of those 81
- Apple Search Ads: first choice in 11 of those 81
- Google App Campaigns: first choice in 9 of those 81
- Meta Advantage+ App Campaigns: first choice in 5 of those 81
- AppsFlyer: first choice in 4 of those 81
- CleverTap: first choice in 4 of those 81
- AppTweak: first choice in 3 of those 81
- Branch: first choice in 3 of those 81

**Mid-market**: 76 of 84 answers did not name Singular (Singular is #13 of 19 at 0%).

- Customer.io: first choice in 7 of those 76
- Apple Search Ads: first choice in 6 of those 76
- Braze: first choice in 6 of those 76
- Meta Advantage+ App Campaigns: first choice in 6 of those 76
- AppsFlyer: first choice in 5 of those 76
- CleverTap: first choice in 3 of those 76
- Google Ads: first choice in 3 of those 76
- OneSignal: first choice in 3 of those 76

**Enterprise**: 77 of 84 answers did not name Singular (Singular is #13 of 13 at 0%).

- Braze: first choice in 36 of those 77
- Airship: first choice in 3 of those 77
- AppsFlyer: first choice in 3 of those 77
- CleverTap: first choice in 2 of those 77
- Insider: first choice in 2 of those 77
- OneSignal: first choice in 2 of those 77
- HighLevel: first choice in 1 of those 77
- Iterable: first choice in 1 of those 77

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