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Index › Products › Kofax · October 2026 Edition
2 categories · Named, not ranked

Kofax

18Judge labels
0First choices
9Negative labels
8 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Standing
9 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Kofax was named 9 times in Document processing and 1 other category, where Nanonets led with 32%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In document processing · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading

Standing by category

Every category where a model named Kofax for a mid-market B2B company. Share is first choices across the direct, paraphrase, budget and scale prompts; rank is within every product named in that category.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Intelligent document processingData platform0%81 of 8950%6under 10 labels · led by Nanonets at 32%
Robotic process automationIT operations and endpoint0%46 of 6833%3under 10 labels · led by Microsoft Power Automate at 51%

Movement

This is the first edition on this tier, so no move can be computed for Kofax yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated Kofax across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.500112
GPT-5.4 mini00000
Gemini 3.5 Flash00011
Perplexity Sonar00000
Grok 4.1 Fast00101
Mistral Small00101
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash01124
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

By framing

Which of the six questions produced the naming. By model says how often; this says asked what. The first-choice count on the right carries the marks of the models that produced it.
FramingLabels by classFirst choices
Direct2 labelsNone
Paraphrase1 labelNone
Comparative4 labelsNone
Budget-constrained1 labelNone
Scale-constrained3 labelsNone
Negative7 labelsNone
First choiceAlternativeMentionNegative18 labels in all, every segment counted; 0 of the 0 first choices count toward share, since the comparative and negative framings do not. The bar is one segment per label class, to scale within the framing.

What the models said for it

Verbatim evidence the judge attached to positive labels.

“Strong template-based configuration.” Qwen 3.7 Flash · Document processing · comparative prompt · alternative

And against it

Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.

“Avoid Blue Prism and Kofax unless you have a specific, specialized need they solve.” Qwen 3.7 Flash · RPA · negative prompt · hard negative
“heavy, legacy enterprise suites (like Kofax or traditional ABBYY, which require massive IT budgets and 6-month deployment cycles)” Gemini 3.5 Flash · Document processing · direct prompt · soft negative
“there are issues with some features and high costs of ownership and implementation” Claude Haiku 4.5 · Document processing · negative prompt · soft negative
“Be Cautious With: Older, on-premise heavyweights like legacy Kofax.” Qwen 3.7 Flash · Document processing · negative prompt · soft negative

Named alongside

The products named in the same answers as Kofax, over the 18 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Kofax was named but was not.
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ProductSame answerTook the first choice insteadHead to head
ABBYY Vantage10 of 182Not among the top eight
UiPath Document Understanding8 of 180Not among the top eight
Amazon Textract7 of 180Not among the top eight
Automation Anywhere7 of 180Not among the top eight
Google Document AI7 of 180Not among the top eight
Microsoft Power Automate6 of 181Not among the top eight
Rossum6 of 181Not among the top eight
UiPath5 of 182Not among the top eight
Nanonets5 of 181Not among the top eight
Azure AI Document Intelligence5 of 180Not among the top eight
A head-to-head page exists where both products are among a category's top eight. The other rows are the same fact without a page behind them, so they link to the product instead.

What carried it into the answer

The sites and pages cited by the answers that named Kofax. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 13 of the 18 answers that named Kofax and are not a share of its labels.

Search and answers

Where Kofax stands in Google search beside where it stands in the models' answers.
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In search

Google, US estimates
Searches for its name, Google
4,400 a month (“kofax”)
AI search demand for its name, est.
380 a month
Its own site
No site of its own on file, so no site figures

In answers

This edition
Share of first choices
0%
rank 81 of 89 in document processing
Segment leader
32%
Nanonets
First choices
0 across its categories
Named in
18 answers
Its own site cited
No site on file to match

Search figures are US estimates from DataForSEO, read October 5, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.

Names read as Kofax

What the judge wrote, as written, with how often. The vendor table decides that these count as Kofax; a claim can dispute any of them.
Kofax (KIP/KRPA) 1Kofax (now part of Tungsten Automation) 1Kofax/Tungsten Automation 1

Follow Kofax

An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.

Already following? Everything you follow, with a stop for each.

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Claim this page

Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when Kofax's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as Kofax, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

What a new claim receivesHide what a new claim receives

A new claim receives the current edition's vendor brief for Kofax by email, built from the raw record of the edition. It shows:

  • where Kofax is named, by buyer and by framing, and which cells hold its first choices;
  • the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
  • its vocabulary against the segment leader's, and the pages the models cited;
  • who was chosen in the answers that did not name Kofax, and every reason the record gives;
  • a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
  • one page of published figures cleared to show a buyer.

A verification link goes to your work email; an address at the vendor's own domain is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.