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Finance AI Index
Index › Products › Kantata · October 2026 Edition
2 categories · Ranked

Kantata

150Judge labels
38First choices
36Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
44% in PSA for enterprise buyers
Rank 2 of 99 in the mid-market standingaccepted challenger
10 of 14 models made it the first choice on the direct prompt; 13% of its 52 labels there were negative.
What the models named instead of Kantata →
By buyer segmentStrongest at enterprise.
In psa · 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
Professional services automationReceivables and billing25%2 of 9913%52accepted challenger
Contractor paymentsSpend and procurement0%42 of 980%1under 10 labels · led by Tipalti at 22%newNew since September 2026: not ranked then, 0% now.

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 4.511013
GPT-5.4 mini21003
Gemini 3.5 Flash03014
Perplexity Sonar20114
Grok 4.1 Fast03115
Mistral Small20103
DeepSeek V4 Flash13004
Llama 4 Maverick20204
Qwen 3.7 Flash22015
Kimi K241005
GLM 4.7 FlashX12014
MiniMax M2.510203
GPT-6 Luna10113
Muse Glimmer 30B10203

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
Direct31 labels19
Paraphrase24 labels7
Comparative37 labels16not counted in share
Budget-constrained16 labels7
Scale-constrained19 labels5
Negative23 labels2not counted in share
First choiceAlternativeMentionNegative150 labels in all, every segment counted; 38 of the 56 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.

“Positioned as best for mid-market and enterprise services orgs. Guideflow lists "Best for mid-market and enterprise services orgs: Kantata"” Muse Glimmer 30B · PSA · direct prompt · first choice
“Choose Kantata if: You're a large consulting firm that treats resource forecasting as a core discipline and need deep project financials.” Kimi K2 · PSA · comparative prompt · first choice
“1. Kantata (formerly Mavenlink + Kimble) - Best for: Large enterprises with complex, multi-departmental projects” Mistral Small · PSA · comparative prompt · first choice
“Kantata is widely considered the best professional services automation (PSA) platform for mid-market B2B companies” MiniMax M2.5 · PSA · direct prompt · first choice

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.

“if your use case is not services-delivery-heavy, because these are positioned as specialized PSA platforms ... may be overbuilt for simpler needs” Perplexity Sonar · PSA · negative prompt · soft negative
“Legacy PSA leaders often struggle with their history... the transition to newer clouds ... has been rocky.” Qwen 3.7 Flash · PSA · negative prompt · soft negative
“Kantata if you need a very simple, low-admin tool... user reviews report a learning curve and complexity” GPT-6 Luna · PSA · negative prompt · soft negative
“the platform's update and interface are slow—which can slow down work and put teams behind” Claude Haiku 4.5 · PSA · negative prompt · soft negative

Named alongside

The products named in the same answers as Kantata, over the 150 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
Certinia Professional Services Cloud76 of 1505Not among the top eight
Workday PSA20 of 1501Not among the top eight
ConnectWise PSA20 of 1500Not among the top eight
Planview ChangePoint16 of 1501Not 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 147 of the 150 answers that named Kantata and are not a share of its labels.

Domains cited

kantata.comYour site113
scoro.com80
bigtime.net79
g2.com69
rocketlane.com69
teamwork.com59
guideflow.com55
uplandsoftware.com48
accelo.com46
productive.io41

546 of the 659 domain citations in answers naming Kantata came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

kantata.com ranks 3 on Google for the category's searches. In the answers, Kantata takes 25% of first choices and BigTime takes 29%.
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In search

Google, US estimates
Position for “professional services automation platform”
–
not in the top ten
Position for “professional services automation platforms”
3
Searches for its name, Google
3,600 a month (“kantata”)
AI search demand for its name, est.
50 a month
Organic visits to its site
about 5,770 a month
Searches its site ranks for
1,166 · 158 in the top three
Sites linking to it
2,644
Paid Google search
3 searches its ads show for, about 262 clicks and $11,592 a month (estimate)
Ads on GoogleDetailLess
120+ ads · 97 text, 21 image, 2 video · 47 shown in the last 30 days

First shown June 2023, as Mavenlink Inc., verified. Ads started 2025-11 to 2026-10: 48 in the year, 72 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
25%
rank 2 of 99 in PSA
Segment leader
29%
BigTime
First choices
38 across its categories
Named in
150 answers
Its own site cited
in 147 of the answers that named it

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.

What it publishes

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Addresses on kantata.com
1,344
subdomains included
Content
1,068
counted in the table below
Documentation
0
Product · Integration
13 · 61
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog59382026-09-25
Podcast or video221undated
Webinar or virtual event94undated
Case study76undated
Glossary or explainer3202025-03-05
Report or ebook29undated
Comparison1312026-07-17
Conference or event702022-04-26
Template or tool3undated
How it is countedHide how it is counted

Every page kantata.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.

Names read as Kantata

What the judge wrote, as written, with how often. The vendor table decides that these count as Kantata; a claim can dispute any of them.
Kantata (formerly Mavenlink + Kimble) 3Kantata (formerly Mavenlink) 3Kantata (Kantata OX or SX) 1Kantata (Planview/Autotask) 1Kantata (formerly Kestra) 1Kantata (formerly Mavenlink + Akula) 1

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.

The company

Kantata is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Leading Professional Services Automation Platform
For
agencies & professional services firms
Price stated
Kantata's pricing is tailored based on your company size, goals, and the way your team works. kantata.com/pricing
Integrations claimed
1200 kantata.com
Customers named
BoxRSMHugeSageEsriQualtricsHitachiDeloitte
Not stated on the pages read
Starting price, free plan or trial, certifications, hosting

What Kantata's own pages state, read October 5, 2026: kantata.com, kantata.com, kantata.com/pricing, kantata.com/solutions/wow-moments, kantata.com/partners. A claimed page can correct any of them.

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 kantata.com 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.

Badges

Wins only: a badge exists where Kantata is ranked in a category's top three this edition. Three sizes, one file each, light and dark; the code is under each.
ShowHide

Kantata is among the products AI models recommend first in Professional services automation this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.

Wide · 320 × 104 Website, beside other badges
Among AI models' top three in Professional services automation, October 2026 Edition, Finance AI Recommendation Index
Show the code
<a href="https://finance-ai-index.com/receivables/professional-services-automation/"><img src="https://finance-ai-index.com/badges/2026-10/kantata--professional-services-automation-wide.svg" alt="Among AI models' top three in Professional services automation, October 2026 Edition, Finance AI Recommendation Index" width="320" height="104"></a>

Copy the code as it is. The link is part of the badge: it points at the Professional services automation standing, where the claim can be checked.

Square · 240 × 240 LinkedIn, slides
Among AI models' top three in Professional services automation, October 2026 Edition, Finance AI Recommendation Index
Show the code
<a href="https://finance-ai-index.com/receivables/professional-services-automation/"><img src="https://finance-ai-index.com/badges/2026-10/kantata--professional-services-automation-square.svg" alt="Among AI models' top three in Professional services automation, October 2026 Edition, Finance AI Recommendation Index" width="240" height="240"></a>

Copy the code as it is. The link is part of the badge: it points at the Professional services automation standing, where the claim can be checked.

Compact · 200 × 56 Email signature, footer
Among AI models' top three in Professional services automation, October 2026 Edition, Finance AI Recommendation Index
Show the code
<a href="https://finance-ai-index.com/receivables/professional-services-automation/"><img src="https://finance-ai-index.com/badges/2026-10/kantata--professional-services-automation-compact.svg" alt="Among AI models' top three in Professional services automation, October 2026 Edition, Finance AI Recommendation Index" width="200" height="56"></a>

Copy the code as it is. The link is part of the badge: it points at the Professional services automation standing, where the claim can be checked.

Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.