Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 50 → 51 of 53
Ivanti · 1 category · RankedIvanti Neurons for UEM
101Judge labels
0First choices
28Negative labels
14 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.8, every buyer segment counted.
Best standing
0% in UEM for mid-market buyers
Rank 15 of 53 in the mid-market standingcriticized challenger
0 of 14 models made it the first choice on the direct prompt; 25% of its 32 labels there were negative.
What the models named instead of Ivanti Neurons for UEM →By buyer segmentRead the same way at every buyer size.
Small business57 of 59
0%20 labels
criticized challenger
Mid-market15 of 53
0%32 labels
criticized challenger
Enterprise6 of 57
0%48 labels
accepted challenger
In uem · 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 Ivanti Neurons for UEM 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 |
|---|---|---|---|---|---|---|---|
| Unified endpoint management | IT operations and endpoint | 0% | 15 of 53 | 25% | 32 | criticized challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Ivanti Neurons for UEM held within the floor in its one category: no change cleared 11 points.
Best category · UEM · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 17 → 15 of 48
Enterprise=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 11 pointsRank 7 → 6 of 53
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| UEM | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 17 → 15 of 53 |
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 11 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 Ivanti Neurons for UEM 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 Ivanti Neurons for UEM 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 | 1 | 0 | 1 | 2 |
| GPT-5.4 mini | 0 | 1 | 1 | 1 | 3 |
| Gemini 3.5 Flash | 0 | 1 | 1 | 1 | 3 |
| Perplexity Sonar | 0 | 0 | 1 | 1 | 2 |
| Grok 4.20 | 0 | 1 | 2 | 1 | 4 |
| Mistral Small | 0 | 2 | 0 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 1 | 1 | 3 |
| Llama 4 Maverick | 0 | 1 | 1 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 1 | 2 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
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
Direct20 labelsNone
Paraphrase2 labelsNone
Comparative27 labelsNone
Budget-constrained11 labelsNone
Scale-constrained16 labelsNone
Negative25 labelsNone
First choiceAlternativeMentionNegative101 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.
“lead for large enterprises seeking AI‑driven automation, comprehensive security, and broad cross‑platform coverage” GLM 4.7 FlashX · UEM · comparative prompt · alternative
“AI-driven UEM with self-healing endpoint automation and ITSM integration for mid-to-large enterprises and MSPs” Claude Haiku 4.5 · UEM · direct prompt · alternative
“Positioned for organizations consolidating endpoint management and security under one automation platform” Muse Glimmer 30B · UEM · comparative prompt · alternative
“Ivanti tends to stand out when teams want UEM tied closely to patching, remediation, workflow automation” GPT-5.4 mini · UEM · 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.
“Some models explicitly label Ivanti as a platform to avoid unless there is a specific, well-justified fit.” Mistral Small · UEM · negative prompt · hard negative
“Ivanti products have featured in multiple CISA known exploited vulnerabilities advisories in recent years” Claude Haiku 4.5 · UEM · negative prompt · hard negative
“Avoid Ivanti unless you have a highly dedicated security operations team” Gemini 3.5 Flash · UEM · negative prompt · hard negative
“Risk level: High – avoid starting new projects unless forced” DeepSeek V4 Flash · UEM · negative prompt · hard negative
Named alongside
The products named in the same answers as Ivanti Neurons for UEM, over the 101 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Ivanti Neurons for UEM was named but was not.ShowHide
Named alongside
The products named in the same answers as Ivanti Neurons for UEM, over the 101 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Ivanti Neurons for UEM 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 Ivanti Neurons for UEM. 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 98 of the 101 answers that named Ivanti Neurons for UEM and are not a share of its labels.
Domains cited
guideflow.com60
venn.com47
syncrosecure.com43
cdn-dynmedia-1.microsoft.com39
miradore.com37
ciopages.com33
gbhackers.com31
gartner.com30
g2.com27
cyberpress.org26
373 of the 373 domain citations in answers naming Ivanti Neurons for UEM came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
ivanti.com ranks 2 on Google for the category's searches. In the answers, Ivanti Neurons for UEM takes 0% of first choices and Microsoft Intune takes 39%.ShowHide
Search and answers
ivanti.com ranks 2 on Google for the category's searches. In the answers, Ivanti Neurons for UEM takes 0% of first choices and Microsoft Intune takes 39%.
ShowHideIn search
Google, US estimatesPosition for “unified endpoint management platform”
2
Position for “unified endpoint management platforms”
5
- Searches for its name, Google
- 20 a month (“ivanti neurons for uem”)
- AI search demand for its name, est.
- 0 a month
- Its company's site
- ivanti.com shared with Ivanti's other products; the figures are the site's
- Organic visits to its site
- about 64,352 a month
- Searches its site ranks for
- 17,918 · 882 in the top three
- Sites linking to it
- 14,957
- Paid Google search
- 2 searches its ads show for, about 4 clicks and $179 a month (estimate)
In answers
This editionShare of first choices
0%
rank 15 of 53 in UEM
Segment leader
39%
Microsoft Intune
- First choices
- 0 across its categories
- Named in
- 101 answers
- Its own site cited
- in 98 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.
Names read as Ivanti Neurons for UEM
What the judge wrote, as written, with how often. The vendor table decides that these count as Ivanti Neurons for UEM; a claim can dispute any of them.
Ivanti 9Ivanti Neurons 2Ivanti (Endpoint Manager / EPMM) 1Ivanti Neurons (formerly Ivanti UE) 1Ivanti Neurons / Endpoint Manager (EPM) 1Ivanti Neurons For Uem 1Ivanti UEM 1MobileIron/Ivanti 1
Follow Ivanti Neurons for UEM
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
Ivanti is the company behind Ivanti Neurons for UEM.ShowHide
The company
Ivanti is the company behind Ivanti Neurons for UEM.
ShowHideOn record
Company recordsIn its own words
Stated by the vendor, not checked- Positioning
- With Ivanti UEM you’ll get visibility across all endpoints, transparent cost structure, seamless integration with the rest of your tech stack and proactive security resolution.
- Price stated
- transparent pricing and predictable value ivanti.com/promo/experience-uem
- Customers named
- Conair
- Not stated on the pages read
- Who it is for, starting price, free plan or trial, integrations, certifications, hosting
What Ivanti Neurons for UEM's own pages state, read September 28, 2026: ivanti.com/promo/experience-uem, advantagelearning.ivanti.com/bundles/unified-endpoint-management-1, advantagelearning.ivanti.com/bundles/unified-endpoint-management-2025, advantagelearning.ivanti.com/pages/unified-endpoint-management-subscription, advantagelearning.ivanti.com/courses/ivanti-unified-endpoint-manager-certification. 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 Ivanti Neurons for UEM'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 Ivanti Neurons for UEM, 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 Ivanti Neurons for UEM by email, built from the raw record of the edition. It shows:
- where Ivanti Neurons for UEM 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 Ivanti Neurons for UEM, 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.