Every category where a model named Ivanti Neurons for ITAM 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
IT asset management	IT operations and endpoint	0%	11 of 61	14%	21	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for Ivanti Neurons for ITAM yet. From the next edition this section shows, per buyer segment, whether its share moved by more than the measured noise floor.

By model

How each model treated Ivanti Neurons for ITAM across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

Model	Alternative	Mention	Negative	Labels
Claude Haiku 4.5	1	0	0	1
GPT-5.4 mini	2	0	1	3
Gemini 3.5 Flash	0	0	1	1
Perplexity Sonar	0	1	0	1
Grok 4.1 Fast	1	0	0	1
Mistral Small	0	2	0	2
DeepSeek V4 Flash	2	0	1	3
Llama 4 Maverick	1	1	0	2
Qwen 3.7 Flash	1	2	0	3
Kimi K2	0	1	0	1
GLM 4.7 FlashX	1	0	0	1
MiniMax M2.5	2	0	0	2

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

Direct10 labelsNone

Paraphrase6 labelsNone

Comparative19 labelsNone

Budget-constrained6 labelsNone

Scale-constrained7 labelsNone

Negative14 labelsNone

First choiceAlternativeMentionNegative62 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.

“Ivanti is the go\u2011to for endpoint\u2011centric, security\u2011focused environments with patching integration.” GLM 4.7 FlashX · ITAM · comparative prompt · alternative

“A major competitor to ServiceNow, known for bridging the gap between IT operations, security, and asset management.” Qwen 3.7 Flash · ITAM · comparative prompt · alternative

“Ivanti Neurons for ITAM — good for organizations that already lean into Ivanti's ecosystem” GPT-5.4 mini · ITAM · direct prompt · alternative

“Strong tie‑in to endpoint security and remediation; ideal if you already have Ivanti” MiniMax M2.5 · ITAM · 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.

“Security posture is questionable and your org can't commit to rapid patching (e.g., Ivanti on-prem).” DeepSeek V4 Flash · ITAM · negative prompt · hard negative

“Ivanti has been the subject of several high-profile zero-day security vulnerabilities” Gemini 3.5 Flash · ITAM · negative prompt · soft negative

“generally positive, but some feedback calls out ongoing agent reliability concerns” GPT-5.4 mini · ITAM · negative prompt · soft negative

Named alongside

The products named in the same answers as Ivanti Neurons for ITAM, over the 62 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Ivanti Neurons for ITAM was named but was not.

ProductSame answerTook the first choice insteadHead to head

ServiceNow IT Asset Management55 of 6229Not in the top three

Flexera One46 of 626Not in the top three

Lansweeper45 of 622Not in the top three

ManageEngine AssetExplorer35 of 623Not in the top three

Snipe-IT24 of 622Not in the top three

Device4224 of 620Not in the top three

Freshservice23 of 621Not in the top three

Asset Panda16 of 620Not in the top three

BMC Helix ITAM14 of 621Not in the top three

Snow Software8 of 621Not in the top three

A head-to-head page exists where both products are in a category's top three. 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 ITAM. A fact about retrieval, not a lever on the model.

Citations exist only for the models that return a source list, four of the twelve in this edition, so these counts come from 51 of the 62 answers that named Ivanti Neurons for ITAM and are not a share of its labels.

Domains cited

virima.com35

cloudaware.com34

assetmanagement.global32

blog.invgate.com22

gartner.com20

assetpanda.com17

forbes.com17

guideflow.com13

worldmetrics.org13

ezo.io12

215 of the 215 domain citations in answers naming Ivanti Neurons for ITAM came from somebody else's page.

Pages cited

cloudaware.com/blog/asset-management-tools32

virima.com/blog/top-asset-management-tools-you-need-to-know-about31

assetmanagement.global/blog/it-asset-management/best-it-asset-management-software30

blog.invgate.com/it-asset-management-software18

assetpanda.com/resource-center/compare/best-it-asset-management-software-top-itam-platform17

forbes.com/advisor/business/software/best-it-asset-management-software16

guideflow.com/blog/it-asset-management-software13

cloudaware.com/blog/enterprise-asset-management-software12

Pages are listed as the models cited them.

Names read as Ivanti Neurons for ITAM

What the judge wrote, as written, with how often. The vendor table decides that these count as Ivanti Neurons for ITAM; a claim can dispute any of them.

Ivanti 6Ivanti ITAM 3Ivanti (ITAM / Neurons for ITSM) 1Ivanti IT Asset Mgmt 1Ivanti Neurons 1

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