1 category · RankedUiPath Document Understanding
Standing by category
| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Intelligent document processing | Data platform | 4% | 6 of 89 | 24% | 46 | accepted challenger |
Movement
By model
How each model treated UiPath Document Understanding across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 2 | 1 | 1 | 4 |
| GPT-5.4 mini | 1 | 1 | 0 | 0 | 2 |
| Gemini 3.5 Flash | 1 | 0 | 0 | 1 | 2 |
| Perplexity Sonar | 0 | 3 | 0 | 0 | 3 |
| Grok 4.1 Fast | 0 | 1 | 3 | 1 | 5 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 1 | 2 | 1 | 2 | 6 |
| Kimi K2 | 0 | 1 | 1 | 2 | 4 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 1 | 3 |
| MiniMax M2.5 | 0 | 1 | 2 | 1 | 4 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 2 | 1 | 2 | 5 |
By framing
What the models said for it
Verbatim evidence the judge attached to positive labels.
“Best if you want IDP tightly integrated with automation/RPA... Need document extraction + workflow automation? UiPath.” GPT-5.4 mini · Document processing · comparative prompt · first choice
“Choose UiPath or Tungsten Automation if you need the document extraction to trigger an intricate downstream workflow” Gemini 3.5 Flash · Document processing · comparative prompt · first choice
“UiPath and Rossum are top choices due to their accuracy, scalability, and ease of integration” Mistral Small · Document processing · direct prompt · first choice
“The Best All-Around Platform: UiPath Document Understanding ... UiPath is the top choice.” Qwen 3.7 Flash · Document processing · paraphrase 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.
“Avoid ABBYY/UiPath/Hyperscience unless you have dedicated IT resources” Kimi K2 · Document processing · paraphrase prompt · hard negative
“Avoid enterprise platforms like ABBYY, Rossum, or UiPath for now” Qwen 3.7 Flash · Document processing · budget prompt · hard negative
“Avoid if you want simplicity: ABBYY and UiPath” Qwen 3.7 Flash · Document processing · negative prompt · hard negative
“Enterprise-tier options that are often over-spec for mid-market ... Requires the full UiPath ecosystem ... Implementation timelines of six months or longer are typical.” Muse Glimmer 30B · Document processing · direct prompt · soft negative
Named alongside
The products named in the same answers as UiPath Document Understanding, over the 124 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and UiPath Document Understanding was named but was not.ShowHide
Named alongside
What carried it into the answer
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 115 of the 124 answers that named UiPath Document Understanding and are not a share of its labels.
Domains cited
402 of the 402 domain citations in answers naming UiPath Document Understanding came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
uipath.com is not in Google's top ten for any of the category's searches. In the answers, UiPath Document Understanding takes 4% of first choices and Nanonets takes 32%.ShowHide
Search and answers
In search
Google, US estimates- Searches for its name, Google
- 260 a month (“uipath document understanding”)
- AI search demand for its name, est.
- 6 a month
- Organic visits to its site
- about 161,995 a month
- Searches its site ranks for
- 26,844 · 1,446 in the top three
- Sites linking to it
- 21,221
- Paid Google search
- 3 searches its ads show for, about 13 clicks and $74 a month (estimate)
In answers
This edition- First choices
- 8 across its categories
- Named in
- 124 answers
- Its own site cited
- in 115 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 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
ShowHide
What it publishes
ShowHide| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Conference or event | 2,672 | 12 | 2026-11-12 | ITSM, Vector databases | |
| News or press | 1,023 | 28 | 2026-09-24 | ||
| Webinar or virtual event | 513 | 14 | 2026-10-20 | ITSM | |
| Blog | 458 | 8 | 2026-09-16 | ITSM | |
| Case study | 355 | 1 | 2026-07-23 | ||
| Report or ebook | 272 | 1 | 2026-08-06 | GRC | |
| Glossary or explainer | 28 | 0 | 2018-12-20 | ||
| Podcast or video | 9 | undated | |||
| Comparison | 3 | 2 | 2026-09-15 |
Most recent
- 2026-11-12Toronto conference or event
- 2026-11-04Sponsors conference or event
- 2026-11-02Dubai conference or event
- 2026-11-02Agenda conference or event
- 2026-10-27Netherlands conference or event
- 2026-10-20Dark testing factory govern autonomous testing webinar or virtual event
Events in person
- December 10, 2025UiPath FUSION Tokyo 2025東京ミッドタウン六本木, Tokyo, Japan · hosted
As the event pages on uipath.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page uipath.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 UiPath Document Understanding
Follow UiPath Document Understanding
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
UiPath Document Understanding is its own company.ShowHide
The company
In its own words
Stated by the vendor, not checked- Positioning
- Intelligent document processing.
- For
- Businesses and enterprises looking to establish a professional agentic automation program with the ability to scale rapidly.
- Free plan or trial
- Try UiPath free uipath.com
- Hosting
- Hosted in our European regionHosted in one of our available regions or on your own premiseHosted in one or more of our available regions or on your own premise
- Customers named
- One NZWEXSuncoast Credit UnionContinental ResourcesMedlitixPromptCareCato NetworksBuchanan | Protiviti
- Not stated on the pages read
- Price, starting price, integrations, certifications
What UiPath Document Understanding's own pages state, read October 5, 2026: uipath.com, uipath.com/pricing, trust.uipath.com, uipath.com/platform-trial, uipath.com/partners. A claimed page can correct any of them.
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 UiPath Document Understanding'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 UiPath Document Understanding, 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 UiPath Document Understanding by email, built from the raw record of the edition. It shows:
- where UiPath Document Understanding 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 UiPath Document Understanding, 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.