| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Professional services automation | Receivables and billing | 25% | 2 of 99 | 13% | 52 | accepted challenger | |
| Contractor payments | Spend and procurement | 0% | 42 of 98 | 0% | 1 | under 10 labels · led by Tipalti at 22% | newNew since September 2026: not ranked then, 0% now. |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 1 | 0 | 1 | 3 |
| GPT-5.4 mini | 2 | 1 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 3 | 0 | 1 | 4 |
| Perplexity Sonar | 2 | 0 | 1 | 1 | 4 |
| Grok 4.1 Fast | 0 | 3 | 1 | 1 | 5 |
| Mistral Small | 2 | 0 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 1 | 3 | 0 | 0 | 4 |
| Llama 4 Maverick | 2 | 0 | 2 | 0 | 4 |
| Qwen 3.7 Flash | 2 | 2 | 0 | 1 | 5 |
| Kimi K2 | 4 | 1 | 0 | 0 | 5 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 1 | 4 |
| MiniMax M2.5 | 1 | 0 | 2 | 0 | 3 |
| GPT-6 Luna | 1 | 0 | 1 | 1 | 3 |
| Muse Glimmer 30B | 1 | 0 | 2 | 0 | 3 |
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
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
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.
546 of the 659 domain citations in answers naming Kantata came from somebody else's page.
Pages are listed as the models cited them.
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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 593 | 8 | 2026-09-25 | ||
| Podcast or video | 221 | undated | |||
| Webinar or virtual event | 94 | undated | |||
| Case study | 76 | undated | |||
| Glossary or explainer | 32 | 0 | 2025-03-05 | ||
| Report or ebook | 29 | undated | |||
| Comparison | 13 | 1 | 2026-07-17 | ||
| Conference or event | 7 | 0 | 2022-04-26 | ||
| Template or tool | 3 | undated |
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.
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.
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.
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.
A new claim receives the current edition's vendor brief for Kantata by email, built from the raw record of the edition. It shows:
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.
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.