Small business=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 49 → 50 of 57
2 categories · Rankedbswift
75Judge labels
5First choices
15Negative labels
14 / 14Models named it
2Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
9% in Benefits administration for enterprise buyers
Rank 17 of 67 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 22% of its 18 labels there were negative.
What the models named instead of bswift →By buyer segmentRead the same way at every buyer size.
Small business53 of 57
0%6 labels
under the label threshold
Mid-market17 of 67
0%18 labels
accepted challenger
Enterprise4 of 61
9%32 labels
accepted challenger
In benefits administration · each standing computed within its segment · bars are 0 to 100 · the accent bar is the product's own best reading
Standing by category
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 | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Benefits administration | Core HR and payroll | 0% | 17 of 67 | 22% | 18 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Flexible benefits and lifestyle spending accounts | Compensation and total rewards | 0% | 13 of 90 | 0% | 6 | under 10 labels · led by Compt at 40% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, bswift held within the floor in all two categories: no change cleared 13 points.
Best category · Benefits administration · by segment
Mid-market=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 12 → 18 of 62
Enterprise▼−9Since September 2026: 18% → 9%, −9 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
9%from 18% in September 2026
Inside the floor by 4 pointsRank 3 → 4 of 52
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Benefits administration | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 12 → 17 of 67 |
| Flexible benefits | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 72 → 13 of 90 |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · The editions
By model
How each model treated bswift across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.ShowHide
By model
How each model treated bswift across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ShowHide| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 1 | 2 | 0 | 0 | 3 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 1 | 2 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 0 | 1 | 2 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 2 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 2 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 1 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 1 | 0 | 1 | 2 |
| Muse Glimmer 30B | 0 | 3 | 2 | 0 | 5 |
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
Direct13 labels1
Paraphrase17 labels3
Comparative21 labels2not counted in share
Budget-constrained6 labels1
Scale-constrained4 labelsNone
Negative14 labels1not counted in share
First choiceAlternativeMentionNegative75 labels in all, every segment counted; 5 of the 8 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.
“Choose bswift if you need maximum configuration and complex rules.” GPT-5.4 mini · Flexible benefits · comparative prompt · first choice
“a benefits administration platform tailored for mid-sized companies... a strong fit for firms ready to move away from traditional group health” Muse Glimmer 30B · Flexible benefits · paraphrase prompt · alternative
“Best for enterprise complexity: Alight Solutions and bswift, built for large, multi-plan benefit structures.” Muse Glimmer 30B · Benefits administration · comparative prompt · alternative
“Commonly chosen by employers that want a specialized enrollment and benefits experience” GPT-5.4 mini · Benefits administration · 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.
“you likely lack the massive IT and HR resources required to implement and manage enterprise systems (like Workday or bswift)” Gemini 3.5 Flash · Benefits administration · direct prompt · soft negative
“Some employees face integration issues with other systems... difficulties receiving timely support from the bswift team.” Claude Haiku 4.5 · Benefits administration · negative prompt · soft negative
“bswift and Benefitfocus on a closer-diligence list... bswift — scrutinize reporting, usability, and implementation.” GPT-6 Luna · Benefits administration · negative prompt · soft negative
“Platforms like bswift/PlanSource (enterprise) get similar scalability complaints but fewer public reviews.” Grok 4.1 Fast · Benefits administration · negative prompt · soft negative
Named alongside
The products named in the same answers as bswift, over the 75 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.ShowHide
Named alongside
The products named in the same answers as bswift, over the 75 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.
ShowHideProductSame answerTook the first choice insteadHead to head
A head-to-head page exists where both products are among a category's top eight. 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, five of the fourteen in this edition, so these counts come from 75 of the 75 answers that named bswift and are not a share of its labels.
Domains cited
guideflow.com52
joinforma.com38
hibob.com35
adp.com29
firsthr.app26
g2.com25
getbenepass.com23
rippling.com22
peoplemanagingpeople.com18
gitnux.org16
284 of the 284 domain citations in answers naming bswift came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
bswift.com is not in Google's top ten for any of the category's searches. In the answers, bswift takes 0% of first choices and Gusto takes 20%.ShowHide
Search and answers
bswift.com is not in Google's top ten for any of the category's searches. In the answers, bswift takes 0% of first choices and Gusto takes 20%.
ShowHideIn search
Google, US estimatesPosition for “benefits administration platform”
–
not in the top ten
Position for “benefits administration platforms”
–
not in the top ten
- Searches for its name, Google
- 18,100 a month (“bswift”)
- AI search demand for its name, est.
- 358 a month
- Organic visits to its site
- about 187,252 a month
- Searches its site ranks for
- 12,419 · 1,308 in the top three
- Sites linking to it
- 2,442
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 17 of 67 in benefits administration
Segment leader
20%
Gusto
- First choices
- 5 across its categories
- Named in
- 75 answers
- Its own site cited
- in 75 of the answers that named it
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
What it publishes
ShowHide
What it publishes
ShowHideAddresses on bswift.com
433
subdomains included
Content
131
counted in the table below
Documentation
0
Product · Integration
0 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| News or press | 49 | undated | Benefits administration | ||
| Blog | 35 | undated | |||
| Case study | 33 | undated | Benefits administration | ||
| Conference or event | 4 | undated | |||
| Webinar or virtual event | 3 | undated | |||
| Comparison | 2 | undated | HRIS and HCM platforms, Benefits administration | ||
| Podcast or video | 2 | undated | |||
| Report or ebook | 1 | undated | |||
| Template or tool | 1 | undated | |||
| Glossary or explainer | 1 | undated |
How it is countedHide how it is counted
Every page bswift.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
Follow bswift
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
The company
bswift is its own company.ShowHide
The company
bswift is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Smarter Benefits Administration Powered by AI-Native Emma Intelligence
- For
- employers, brokers and Channel Partners
- Integrations claimed
- 550 bswift.com
- Customers named
- Omnicom GroupPrimeSource Building ProductsUltaCabotRRDMaineHealthGXOToyoda Gosei
- Not stated on the pages read
- Price, starting price, free plan or trial, certifications, hosting
What bswift's own pages state, read September 28, 2026: bswift.com, bswift.com/security, bswift.com/asset-type/customer-stories. A claimed page can correct any of 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 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.
What a new claim receivesHide what a new claim receives
A new claim receives the current edition's vendor brief for bswift by email, built from the raw record of the edition. It shows:
- where bswift is named, by buyer and by framing, and which cells hold its first choices;
- the claims the models make when they name it, ranked, with the strongest and the weakest quoted;
- its vocabulary against the segment leader's, and the pages the models cited;
- who was chosen in the answers that did not name bswift, and every reason the record gives;
- a battlecard for each top rival: the head-to-head split, why they win, and the reservation quoted against them;
- one page of published figures cleared to show a buyer.