Index › HR › Products › Small Improvements › Alternatives · November 2026 Edition
Two categories · what the models named instead

Alternatives to Small Improvements, as AI models named them

In the November 2026 Edition, 439 of the 504 answers collected in the two categories where Small Improvements 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 439 answers that did not name Small Improvements, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

Performance management

Performance and talent management. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Small Improvements is not its first choice or an alternative in it.
Small businessSmall Improvements is #10 of 13 here at 2% of first choices, 27 labels.

Sixty-five of the eighty-four answers did not name Small Improvements; it was the first choice in three. The first choices in those sixty-five answers, nine products in all, the eight most named:

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

Seventy-six of the eighty-four answers did not name Small Improvements; it was the first choice in two. The first choices in those seventy-six answers, eight products in all:

The full mid-market standing →
EnterpriseSmall Improvements holds 3 labels here, under the 10-label cutoff, so it is unranked.

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

8 more in the record.The full enterprise standing →

360 feedback

Performance and talent management. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Small Improvements is not its first choice or an alternative in it.
Small businessSmall Improvements is #3 of 14 here at 9% of first choices, 32 labels.

Fifty-five of the eighty-four answers did not name Small Improvements; it was the first choice in eight. The first choices in those fifty-five answers, thirteen products in all, the eight most named:

Spidergap21 of 55
Lattice3 of 55
Effy AI2 of 55
Primalogik2 of 55
Bonusly1 of 55
Engagedly1 of 55
5 more in the record.The full small business standing →
Mid-marketSmall Improvements is #14 of 18 here at 0% of first choices, 13 labels.

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

Lattice23 of 75
Spidergap13 of 75
Effy AI5 of 75
Leapsome3 of 75
Teamflect2 of 75
15Five1 of 75
8 more in the record.The full mid-market standing →
EnterpriseSmall Improvements holds 3 labels here, under the 10-label cutoff, so it is unranked.

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

8 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 Small Improvements 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 Small Improvements 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 Small Improvements's side.

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