Every category where a model named bswift 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
Benefits administration	Core HR and payroll	0%	12 of 54	5%	19	accepted challenger
Flexible benefits and lifestyle spending accounts	Compensation and total rewards	0%	73 of 76	50%	2	under 10 labels · led by Compt at 30%

Movement

This is the first edition on this tier, so no move can be computed for bswift 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 bswift 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	0	0	0	0
GPT-5.4 mini	1	1	0	2
Gemini 3.5 Flash	2	0	0	2
Perplexity Sonar	1	1	1	3
Grok 4.1 Fast	0	1	0	1
Mistral Small	1	1	0	2
DeepSeek V4 Flash	3	0	0	3
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	1	0	0	1
Kimi K2	1	1	0	2
GLM 4.7 FlashX	2	1	1	4
MiniMax M2.5	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

Direct7 labels1

Paraphrase21 labels7

Comparative23 labels1not counted in share

Budget-constrained9 labels3

Scale-constrained6 labels1

Negative17 labels1not counted in share

First choiceAlternativeMentionNegative83 labels in all, every segment counted; 12 of the 14 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.

“Excellent if you have highly complex, enterprise-level eligibility rules (e.g., multi-entity structures or union plans) but still want a great user experience.” Gemini 3.5 Flash · Benefits administration · scale prompt · alternative

“The gold standard for "super-complex" organizations ... add bswift or Alight as a specialist overlay.” Qwen 3.7 Flash · Benefits administration · comparative prompt · alternative

“bswift | Dedicated ben-admin with deep carrier connections | Enterprise-grade EDI, robust compliance” DeepSeek V4 Flash · Benefits administration · scale prompt · alternative

“For a user-friendly, integrated experience with complex eligibility, bswift is a strong contender.” Mistral Small · Benefits administration · paraphrase 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.

“Avoid platforms with ... widely criticized reporting capabilities (bswift)” GLM 4.7 FlashX · Flexible benefits · negative prompt · hard negative

“be cautious if your organization is small or mid-sized, because multiple buyer guides say these products are often a poor fit below enterprise scale” Perplexity Sonar · Benefits administration · negative prompt · soft negative

Named alongside

The products named in the same answers as bswift, over the 83 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and bswift was named but was not.

ProductSame answerTook the first choice insteadHead to head

Benefitfocus57 of 834Not in the top three

Rippling53 of 8312Not in the top three

Workday HCM48 of 8312Not in the top three

PlanSource48 of 833Not in the top three

ADP Workforce Now45 of 8312Not in the top three

Employee Navigator35 of 834Not in the top three

Gusto30 of 833Not in the top three

Alight Solutions27 of 831Not in the top three

UKG Pro25 of 831Not in the top three

Paycor21 of 831Not 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 bswift. 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 72 of the 83 answers that named bswift and are not a share of its labels.

Domains cited

guideflow.com52

gartner.com35

learn.g2.com35

g2.com34

aibusinessgeek.com32

worldmetrics.org28

mybentek.com25

adp.com23

cxeverywhere.com23

rippling.com22

309 of the 309 domain citations in answers naming bswift came from somebody else's page.

Pages cited

guideflow.com/blog/benefits-administration-software41

gartner.com/reviews/market/benefits-management35

learn.g2.com/best-benefits-administration-software-for-enterprises35

aibusinessgeek.com/articles/ai-benefits-administration-software-202632

cxeverywhere.com/tools/benefits-administration-software23

mybentek.com/industry-news/top-benefits-administration-platforms-for-complex-organizations23

adp.com/resources/articles-and-insights/articles/b/best-employee-benefits-administration-s20

hrstacksolutions.com/blog/benefits-enrollment-software20

Pages are listed as the models cited them.

Names read as bswift

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

Businessolver / bswift 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 bswift'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 bswift, 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 bswift.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.