Every category where a model named Whistic 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
Third-party risk management	Security operations	0%	21 of 72	0%	4	under 10 labels · led by UpGuard at 53%

Movement

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

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

Direct2 labelsNone

Paraphrase2 labelsNone

Comparative8 labelsNone

Budget-constrained1 labelNone

Scale-constrained3 labelsNone

Negative4 labelsNone

First choiceAlternativeMentionNegative20 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.

“Best for B2B Tech Companies (The "Trust Exchange"): Whistic” Gemini 3.5 Flash · TPRM · paraphrase prompt · alternative

“Whistic: Best for B2B Trust & Sales Enablement” Gemini 3.5 Flash · TPRM · direct 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.

No model argued against it.

Named alongside

The products named in the same answers as Whistic, over the 20 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Whistic was named but was not.

ProductSame answerTook the first choice insteadHead to head

UpGuard19 of 2010Not in the top three

Vanta18 of 205Not in the top three

SecurityScorecard17 of 200Not in the top three

OneTrust Third-Party Risk Management13 of 200Not in the top three

Panorays13 of 200Not in the top three

Bitsight12 of 201Not in the top three

Prevalent11 of 200Not in the top three

Archer8 of 200Not in the top three

ProcessUnity6 of 202Not in the top three

Venminder4 of 201Not 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 Whistic. 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 15 of the 20 answers that named Whistic and are not a share of its labels.

Domains cited

upguard.com14

projectmanagers.net10

learn.g2.com9

g2.com7

gartner.com7

bitsight.com6

ecommercefastlane.com6

riskledger.com6

expertinsights.com5

riskonnect.com5

Seventy-five of the seventy-five domain citations in answers naming Whistic came from somebody else's page.

Pages cited

upguard.com/blog/best-third-party-risk-management-software-solutions13

projectmanagers.net/best-third-party-risk-management-tools-for-small-businesses-top-tprm-p10

learn.g2.com/best-third-party-risk-management-software9

g2.com/categories/third-party-supplier-risk-management/small-business7

ecommercefastlane.com/best-third-party-risk-management-software-20266

bitsight.com/guides/best-third-party-risk-management-platforms-for-enterprises5

expertinsights.com/compliance/the-top-third-party-and-supplier-risk-management-software5

gartner.com/reviews/market/it-vendor-risk-management-solutions5

Pages are listed as the models cited 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 Whistic'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 Whistic, 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 whistic.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.