Every category where a model named InvGate Asset Management 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	7%	5 of 61	0%	17	accepted challenger

Movement

This is the first edition on this tier, so no move can be computed for InvGate Asset Management 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 InvGate Asset Management across every prompt where it was named for a mid-market B2B company. Twelve models, six prompts per category.

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

Direct7 labels2

Paraphrase7 labels1

Comparative10 labelsNone

Budget-constrained4 labels1

Scale-constrained9 labelsNone

Negative4 labels1not counted in share

First choiceAlternativeMentionNegative41 labels in all, every segment counted; 4 of the 5 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.

“InvGate Asset Management and ManageEngine AssetExplorer stand out as top choices for small businesses and budget-conscious teams.” Mistral Small · ITAM · budget prompt · first choice

“If you want a single recommendation without more constraints, choose InvGate Asset Management.” Perplexity Sonar · ITAM · paraphrase prompt · first choice

“one name consistently rises to the top: InvGate Asset Management” DeepSeek V4 Flash · ITAM · direct prompt · first choice

“InvGate (4.8/5, versatile)” Grok 4.1 Fast · ITAM · negative 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.

No model argued against it.

Named alongside

The products named in the same answers as InvGate Asset Management, over the 41 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and InvGate Asset Management was named but was not.

ProductSame answerTook the first choice insteadHead to head

Snipe-IT27 of 415Not in the top three

ServiceNow IT Asset Management25 of 415Not in the top three

Freshservice25 of 413Not in the top three

Lansweeper25 of 411Not in the top three

ManageEngine AssetExplorer24 of 413Not in the top three

Asset Panda17 of 411Not in the top three

Flexera One12 of 410Not in the top three

Device4211 of 410Not in the top three

Virima9 of 410Not in the top three

Rippling IT8 of 413Not 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 InvGate Asset Management. 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 38 of the 41 answers that named InvGate Asset Management and are not a share of its labels.

Domains cited

blog.invgate.comYour site28

virima.com28

assetmanagement.global22

cloudaware.com21

rippling.com16

assetpanda.com13

forbes.com12

setyl.com12

ezo.io10

g2.com9

143 of the 171 domain citations in answers naming InvGate Asset Management came from somebody else's page.

Pages cited

virima.com/blog/top-asset-management-tools-you-need-to-know-about25

blog.invgate.com/it-asset-management-software23

cloudaware.com/blog/asset-management-tools16

rippling.com/blog/best-it-asset-management-small-business13

assetmanagement.global/blog/best-it-asset-management-software-for-small-businesses12

assetmanagement.global/blog/it-asset-management/best-it-asset-management-software12

assetpanda.com/resource-center/compare/best-it-asset-management-software-top-itam-platform12

forbes.com/advisor/business/software/best-it-asset-management-software11

Pages are listed as the models cited them.

Names read as InvGate Asset Management

What the judge wrote, as written, with how often. The vendor table decides that these count as InvGate Asset Management; a claim can dispute any of them.

InvGate 6InvGate Assets 4

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 InvGate Asset Management'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 InvGate Asset Management, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.

It does not get any change to labels, shares or verdicts, any preview, or any say over which quotes appear. A verification link goes to your work email; an address at invgate.com is approved on the spot, any other address is reviewed by hand.

Your name and company appear on the claimed page, or the company alone if you ask below. A title and a LinkedIn address appear there too if you give them, and are left off if you do not. Your email address is never published.