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Index › GTM › Products › Singular › Alternatives · November 2026 Edition
One category · what the models named instead

Alternatives to Singular, as AI models named them

In the November 2026 Edition, 234 of the 252 answers collected in the one category where Singular holds a standing named it neither as a first choice nor as an alternative. These are the products those answers put first, category by category and buyer by buyer. The output is the models' output.

Named instead, most often
Braze42
OneSignal25
Apple Search Ads17
AppsFlyer12
Meta Advantage+ App Campaigns11
CleverTap9
First choices in the 234 answers that did not name Singular, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Mobile apps

Marketing. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Singular is not its first choice or an alternative in it.
Small businessSingular holds 8 labels here, under the 10-label cutoff, so it is unranked.

Eighty-one of the eighty-four answers did not name Singular; it was the first choice in one. The first choices in those eighty-one answers, thirty-two products in all, the eight most named:

OneSignal20 of 81
Apple Search Ads11 of 81
Google App Campaigns9 of 81
Meta Advantage+ App Campaigns5 of 81
AppsFlyer4 of 81
CleverTap4 of 81
AppTweak3 of 81
Branch3 of 81
24 more in the record.The full small business standing →
Mid-marketSingular is #13 of 19 here at 0% of first choices, 15 labels.

Seventy-six of the eighty-four answers did not name Singular; it was the first choice in zero. The first choices in those seventy-six answers, twenty-eight products in all, the eight most named:

Customer.io7 of 76
Apple Search Ads6 of 76
Braze6 of 76
Meta Advantage+ App Campaigns6 of 76
AppsFlyer5 of 76
CleverTap3 of 76
Google Ads3 of 76
OneSignal3 of 76
20 more in the record.The full mid-market standing →
EnterpriseSingular is #13 of 13 here at 0% of first choices, 14 labels.

Seventy-seven of the eighty-four answers did not name Singular; it was the first choice in one. The first choices in those seventy-seven answers, twelve products in all, the eight most named:

Braze36 of 77
Airship3 of 77
AppsFlyer3 of 77
CleverTap2 of 77
Insider2 of 77
OneSignal2 of 77
HighLevel1 of 77
Iterable1 of 77
4 more in the record.The full enterprise standing →

How to read this

A category is asked six ways of each of fourteen models on behalf of each buyer segment, so a segment is eighty-four answers. An answer belongs on this page when the judge labeled Singular neither its first choice nor an alternative in it; the products listed are the first choices those answers made, counted once per answer. An answer that named nothing first, or named Singular only in passing, is in the denominator and adds to no product. The counts are not the category standing, which is on the category page with its share and rank; they are the same record read from Singular's side.

The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Singular was named by a model, not endorsed by anyone.

Singular's pageAll products