Alternatives to Toppan Merrill Bridge, as AI models named them

In the October 2026 Edition, 189 of the 252 answers collected in the one category where Toppan Merrill Bridge 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

Workiva67

Certent Disclosure Management38

IRIS CARBON33

DFIN ActiveDisclosure22

ActiveDisclosure4

Certent4

First choices in the 189 answers that did not name Toppan Merrill Bridge, every category and segment above added together; a product can be counted in several. Each category below keeps its own denominator.

SEC and disclosure reporting

Accounting and close. Six framings, fourteen models, one answer each per buyer segment; an answer counts here when Toppan Merrill Bridge is not its first choice or an alternative in it.

Small businessToppan Merrill Bridge is #7 of 8 here at 1% of first choices, 23 labels.

Seventy-two of the eighty-four answers did not name Toppan Merrill Bridge; it was the first choice in two. The first choices in those seventy-two answers, sixteen products in all, the eight most named:

Certent Disclosure Management25 of 72

IRIS CARBON21 of 72

Workiva10 of 72

DFIN ActiveDisclosure7 of 72

ActiveDisclosure2 of 72

Certent2 of 72

CoreFiling TrueFiling2 of 72

EdgarEase2 of 72

8 more in the record.The full small business standing →

Mid-marketToppan Merrill Bridge is #6 of 6 here at 0% of first choices, 31 labels.

Sixty-one of the eighty-four answers did not name Toppan Merrill Bridge; it was the first choice in zero. The first choices in those sixty-one answers, eight products in all:

Workiva19 of 61

Certent Disclosure Management12 of 61

IRIS CARBON11 of 61

DFIN ActiveDisclosure10 of 61

Certent2 of 61

ActiveDisclosure1 of 61

Arelle1 of 61

EDGAR1 of 61

The full mid-market standing →

EnterpriseToppan Merrill Bridge is #4 of 6 here at 2% of first choices, 39 labels.

Fifty-six of the eighty-four answers did not name Toppan Merrill Bridge; it was the first choice in two. The first choices in those fifty-six answers, five products in all:

Workiva38 of 56

DFIN ActiveDisclosure5 of 56

ActiveDisclosure1 of 56

Certent Disclosure Management1 of 56

IRIS CARBON1 of 56

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 Toppan Merrill Bridge 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 Toppan Merrill Bridge 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 Toppan Merrill Bridge's side.

Every answer and every label behind these figures is in the record, sent on request. The output is the models' output; nothing here is a recommendation by the index, and a product named instead of Toppan Merrill Bridge was named by a model, not endorsed by anyone.

Toppan Merrill Bridge's page All products