Every category where a model named Rippling IT 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
Unified endpoint management	IT operations and endpoint	0%	46 of 52	100%	1	under 10 labels · led by Microsoft Intune at 43%

Movement

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

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

Direct8 labels4

Paraphrase7 labels4

Comparative5 labels1not counted in share

Budget-constrained3 labelsNone

Scale-constrained6 labels2

Negative6 labels1not counted in share

First choiceAlternativeMentionNegative35 labels in all, every segment counted; 10 of the 12 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.

No positive label carried a quote.

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.

“may not be the best option for organizations with complex IT environments” Llama 4 Maverick · UEM · negative prompt · soft negative

Named alongside

The products named in the same answers as Rippling IT, over the 35 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Rippling IT was named but was not.

ProductSame answerTook the first choice insteadHead to head

Snipe-IT20 of 357Not in the top three

Freshservice16 of 351Not in the top three

Asset Panda12 of 351Not in the top three

NinjaOne12 of 350Not in the top three

ManageEngine AssetExplorer10 of 350Not in the top three

Microsoft Intune8 of 353Not in the top three

InvGate Asset Management8 of 350Not in the top three

BlueTally7 of 351Not in the top three

Lansweeper7 of 351Not in the top three

Jamf7 of 350Not 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 Rippling IT. 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 28 of the 35 answers that named Rippling IT and are not a share of its labels.

Domains cited

rippling.comYour site26

reddit.com14

assetmanagement.global13

blog.invgate.com12

virima.com10

techradar.com9

assetpanda.com8

forbes.com8

cloudaware.com7

pcmag.com7

Eighty-eight of the 114 domain citations in answers naming Rippling IT came from somebody else's page.

Pages cited

rippling.com/blog/best-it-asset-management-small-business19

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

reddit.com/r/sysadmin/comments/1nck487/best_it_asset_management_for_a_small_business12

blog.invgate.com/it-asset-management-software10

virima.com/blog/top-asset-management-tools-you-need-to-know-about9

assetpanda.com/resource-center/compare/best-it-asset-management-software-top-itam-platform8

forbes.com/advisor/business/software/best-it-asset-management-software8

techradar.com/best/best-asset-management-software7

Pages are listed as the models cited them.

Names read as Rippling IT

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

Rippling 1

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 Rippling IT'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 Rippling IT, 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 rippling.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.