Index › GTM › Products › Smile.io › Alternatives · November 2026 Edition
Two categories · what the models named instead

Alternatives to Smile.io, as AI models named them

In the November 2026 Edition, 428 of the 504 answers collected in the two categories where Smile.io 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
First choices in the 428 answers that did not name Smile.io, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Loyalty, advocacy and referrals

Marketing. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Smile.io is not its first choice or an alternative in it.
Small businessSmile.io is #2 of 13 here at 32% of first choices, 44 labels.

Forty-eight of the eighty-four answers did not name Smile.io; it was the first choice in thirty-one. The first choices in those forty-eight answers, seven products in all:

The full small business standing →
Mid-marketSmile.io is #3 of 13 here at 19% of first choices, 38 labels.

Sixty-one of the eighty-four answers did not name Smile.io; it was the first choice in twelve. The first choices in those sixty-one answers, fourteen products in all, the eight most named:

6 more in the record.The full mid-market standing →
EnterpriseSmile.io is #17 of 18 here at 0% of first choices, 12 labels.

Eighty-three of the eighty-four answers did not name Smile.io; it was the first choice in zero. The first choices in those eighty-three answers, twenty-three products in all, the eight most named:

15 more in the record.The full enterprise standing →

Referral and partner programs

Partner and channel. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Smile.io is not its first choice or an alternative in it.
Small businessSmile.io holds 7 labels here, under the 10-label cutoff, so it is unranked.

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

13 more in the record.The full small business standing →
Mid-marketSmile.io is #4 of 13 here at 12% of first choices, 12 labels.

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

5 more in the record.The full mid-market standing →
EnterpriseSmile.io holds 2 labels here, under the 10-label cutoff, so it is unranked.

Eighty-four of the eighty-four answers did not name Smile.io; it was the first choice in zero. The first choices in those eighty-four answers, fourteen products in all, the eight most named:

6 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 Smile.io 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 Smile.io 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 Smile.io's side.

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