Mid-marketnewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 45 of 79, unchanged
2 categories · Named, not rankedKognitos
4Judge labels
0First choices
0Negative labels
3 / 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.
Standing
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Kognitos was named 2 times in Cash application and 1 other category, where Versapay led with 9%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small businessnot named
0%
No model named it for this buyer.
Mid-market48 of 83
0%1 label
under the label threshold
Enterprise42 of 62
0%1 label
under the label threshold
In cash application · 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 Kognitos 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.
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Cash application | Receivables and billing | 0% | 48 of 83 | 0% | 1 | under 10 labels · led by Versapay at 9% | newNew since September 2026: not ranked then, 0% now. |
| Supplier management | Spend and procurement | 0% | 59 of 111 | 0% | 1 | under 10 labels · led by Precoro at 14% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Kognitos held within the floor in all two categories: no change cleared 10 points.
Best category · Cash application · by segment
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 10 pointsRank 37 of 58, unchanged
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Cash application | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 48 of 83, unchanged |
| Supplier management | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 59 of 111, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 10 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated Kognitos across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated Kognitos across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
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
Direct0 labelsNone
Paraphrase1 labelNone
Comparative3 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative4 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.
“Provides an agentic, deterministic layer for vendor master-data quality and onboarding exceptions.” Llama 4 Maverick · Supplier management · paraphrase prompt · alternative
“Need strong exception handling for messy remittances → Kognitos.[14]” Perplexity Sonar · Cash application · 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 Kognitos, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Kognitos was named but was not.ShowHide
Named alongside
The products named in the same answers as Kognitos, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Kognitos was named but was not.
ShowHideProductSame answerTook the first choice insteadHead to head
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 Kognitos. 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 4 of the 4 answers that named Kognitos and are not a share of its labels.
Domains cited
highradius.com4
kognitos.comYour site4
bluecopa.com2
chaserhq.com2
gitnux.org2
ledge.co2
rex.inc2
thecfoclub.com2
upflow.io2
worldmetrics.org2
Twenty of the twenty-four domain citations in answers naming Kognitos came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on kognitos.com
1,286
subdomains included
Content
734
counted in the table below
Documentation
327
Product · Integration
45 · 134
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 359 | 40 | 2026-09-29 | Accounts payable automat, Cash application | |
| Report or ebook | 116 | 1 | 2026-09-27 | ||
| Podcast or video | 77 | 3 | 2026-09-23 | ||
| News or press | 50 | 0 | 2026-06-25 | ||
| Comparison | 33 | 7 | 2026-09-01 | Accounts receivable auto | |
| Conference or event | 31 | 2 | 2026-09-01 | ||
| Glossary or explainer | 30 | 0 | 2026-06-24 | Procure-to-pay | |
| Webinar or virtual event | 28 | 5 | 2026-10-07 | Procure-to-pay | |
| Case study | 9 | undated | |||
| Template or tool | 1 | 0 | 2026-05-15 |
Most recent
- 2026-10-07Typesafe ai meets audit proof finance webinar or virtual event
- 2026-09-29Provider credentialing blog
- 2026-09-29Payer contract management blog
- 2026-09-27Process mining is dead report or ebook
- 2026-09-26Freight audit blog
- 2026-09-25Rebate management blog
How it is countedHide how it is counted
Every page kognitos.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.
Follow Kognitos
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
Kognitos is its own company.ShowHide
The company
Kognitos is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The Deterministic Agentic AI Platform for the Enterprise
- For
- finance, accounts payable, healthcare, IT, and operations teams
- Price stated
- Automate your first process free, no credit card required kognitos.com
- Starting price
- 0 kognitos.com
- Free plan or trial
- Automate your first process free, no credit card required kognitos.com
- Integrations claimed
- 200 kognitos.com · 130 kognitos.com/platform pages disagree
- Certifications
- SOC 2 Type IIHIPAAGDPRISO 27001SOC Type II
- Customers named
- PepsiCoWiproJBI InteriorsTTXCentury Supply ChainEOS GroupFortune 50 F&BJBI Manufacturing
- Not stated on the pages read
- Hosting
What Kognitos's own pages state, read October 6, 2026: kognitos.com, trust.kognitos.com, kognitos.com/platform, kognitos.com/case-studies, kognitos.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 Kognitos'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 Kognitos, 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 Kognitos by email, built from the raw record of the edition. It shows:
- where Kognitos 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 Kognitos, 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.