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GTM AI Index
Index › Products › Kantata · October 2026 Edition
2 categories · Named, not ranked

Kantata

16Judge labels
0First choices
6Negative labels
9 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10-05.2, every buyer segment counted.
Standing
5 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Kantata was named 5 times in Marketing resource mgt and 1 other category, where Wrike for Marketing led with 24%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In marketing resource mgt · 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 Kantata 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
Marketing resource managementMarketing0%25 of 1100%4under 10 labels · led by Wrike for Marketing at 24%
Client onboarding platformsCustomer0%70 of 1040%1under 10 labels · led by Rocketlane at 47%

Movement

This is the first edition on this tier, so no move can be computed for Kantata 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 Kantata 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 4.500202
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.1 Fast00101
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00101
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B01001

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
Direct1 labelNone
Paraphrase2 labelsNone
Comparative7 labelsNone
Budget-constrained0 labelsNone
Scale-constrained1 labelNone
Negative5 labelsNone
First choiceAlternativeMentionNegative16 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.

“Best for people-centric resourcing.” Muse Glimmer 30B · Marketing resource mgt · 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.

No model argued against it.

Named alongside

The products named in the same answers as Kantata, over the 16 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Kantata was named but was not.
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ProductSame answerTook the first choice insteadHead to head
Asana9 of 162Not among the top eight
monday.com Work Management9 of 162Not among the top eight
Aprimo9 of 161Not among the top eight
Wrike for Marketing9 of 160Not among the top eight
Screendragon6 of 160Not among the top eight
Adobe Campaign5 of 160Not among the top eight
Resource Guru5 of 160Not among the top eight
Smartsheet4 of 160Not among the top eight
Teamwork.com4 of 160Not among the top eight
Adobe Workfront3 of 160Not 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 Kantata. 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 15 of the 16 answers that named Kantata and are not a share of its labels.

Domains cited

learn.g2.com11
thecmo.com11
teamwork.com10
g2.com8
cleverly.co7
clickup.com6
guideflow.com6
techdogs.com6
gitnux.org5
softwareadvice.com5

No domain is on file for Kantata, so its own site is not marked.

Pages cited

Pages are listed as the models cited them.

Search and answers

Where Kantata 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
3,600 a month (“kantata”)
AI search demand for its name, est.
50 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 25 of 110 in marketing resource mgt
Segment leader
24%
Wrike for Marketing
First choices
0 across its categories
Named in
16 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.

Follow Kantata

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.

Is this your product?

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 Kantata'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 Kantata, 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 Kantata by email, built from the raw record of the edition. It shows:

  • where Kantata 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 Kantata, 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.
The subscriber app

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.