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 84 → 78 of 95
1 category · RankedMagnit
60Judge labels
6First choices
12Negative labels
14 / 14Models named it
1Category
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
5% in Contingent workforce man for mid-market buyers
Rank 8 of 121 in the mid-market standingaccepted challenger
1 of 14 models made it the first choice on the direct prompt; 24% of its 21 labels there were negative.
What the models named instead of Magnit →By buyer segmentRead the same way at every buyer size.
Small business97 of 101
0%7 labels
under the label threshold
Mid-market8 of 121
5%21 labels
accepted challenger
Enterprise6 of 83
5%31 labels
accepted challenger
In contingent workforce man · 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 Magnit 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 |
|---|---|---|---|---|---|---|---|
| Contingent workforce management | Workforce planning and analytics | 5% | 8 of 121 | 24% | 21 | accepted challenger | ▲+4Since September 2026: 2% → 6%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
Movement
Since September 2026, Magnit held within the floor in its one category: no change cleared 13 points.
Best category · Contingent workforce man · by segment
Mid-market▲+4Since September 2026: 2% → 6%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
6%from 2% in September 2026
Inside the floor by 9 pointsRank 9 → 7 of 111
Enterprise▲+2Since September 2026: 2% → 4%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
4%from 2% in September 2026
Inside the floor by 11 pointsRank 8 → 7 of 79
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Contingent workforce man | 2% | 6% | ▲+4Since September 2026: 2% → 6%, +4 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 9 → 8 of 121 |
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 Magnit 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 Magnit 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 | 1 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.1 Fast | 1 | 1 | 0 | 0 | 2 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 1 | 0 | 3 | 5 |
| Llama 4 Maverick | 0 | 0 | 1 | 0 | 1 |
| Qwen 3.7 Flash | 1 | 1 | 0 | 0 | 2 |
| Kimi K2 | 0 | 1 | 0 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 1 | 0 | 1 | 3 |
| GPT-6 Luna | 0 | 1 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 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
Direct15 labels1
Paraphrase0 labelsNone
Comparative17 labels3not counted in share
Budget-constrained10 labels2
Scale-constrained8 labels3
Negative10 labels1not counted in share
First choiceAlternativeMentionNegative60 labels in all, every segment counted; 6 of the 10 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.
“Mid-Market Focused VMS: Tools like Magnit, Beeline, or SimplifyVMS. These are built to be easier to implement than enterprise giants” Qwen 3.7 Flash · Contingent workforce man · scale prompt · first choice
“Focus your shortlist on SimplifyVMS, Magnit, and VectorVMS” DeepSeek V4 Flash · Contingent workforce man · scale prompt · first choice
“SAP Fieldglass and Magnit are the leading choices” MiniMax M2.5 · Contingent workforce man · comparative prompt · first choice
“Magnit (Strongest overall for mid-market)” Grok 4.1 Fast · Contingent workforce man · direct 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.
“Quote-based, typically high | Built for large global programs” Kimi K2 · Contingent workforce man · budget prompt · hard negative
“quote-only and typically cost six figures annually, so they are out of scope for a limited budget” DeepSeek V4 Flash · Contingent workforce man · budget prompt · soft negative
“note a steep learning curve and enterprise-grade complexity that can overwhelm mid-market teams” DeepSeek V4 Flash · Contingent workforce man · direct prompt · soft negative
“Downsides: Expensive, complex, services-heavy — built primarily for procurement teams at scale” DeepSeek V4 Flash · Contingent workforce man · comparative prompt · soft negative
Named alongside
The products named in the same answers as Magnit, over the 60 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Magnit was named but was not.ShowHide
Named alongside
The products named in the same answers as Magnit, over the 60 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Magnit 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 Magnit. 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 59 of the 60 answers that named Magnit and are not a share of its labels.
Domains cited
hrtechsaas.com35
worldmetrics.org26
gitnux.org24
peoplemanagingpeople.com24
venn.com22
beeline.com21
rfp.wiki20
talentdesk.io19
zipdo.co19
conexisvmssoftware.com13
223 of the 223 domain citations in answers naming Magnit came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
magnitglobal.com ranks first on Google for the category's searches. In the answers, Magnit takes 5% of first choices and VectorVMS takes 16%.ShowHide
Search and answers
magnitglobal.com ranks first on Google for the category's searches. In the answers, Magnit takes 5% of first choices and VectorVMS takes 16%.
ShowHideIn search
Google, US estimatesPosition for “contingent workforce platforms”
–
not in the top ten
Position for “vendor management system for contingent workers”
3
- Searches for its name, Google
- 9,900 a month (“magnit”)
- AI search demand for its name, est.
- 827 a month
- Organic visits to its site
- about 13,893 a month
- Searches its site ranks for
- 1,135 · 154 in the top three
- Sites linking to it
- 1,508
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
5%
rank 8 of 121 in contingent workforce man
Segment leader
16%
VectorVMS
- First choices
- 6 across its categories
- Named in
- 60 answers
- Its own site cited
- in 59 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 magnitglobal.com
428
subdomains included
Content
417
counted in the table below
Documentation
0
Product · Integration
0 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 204 | undated | Contingent workforce man, Talent intelligence | ||
| Report or ebook | 119 | undated | Contingent workforce man, Global payroll | ||
| Case study | 56 | undated | |||
| News or press | 11 | undated | |||
| Webinar or virtual event | 10 | undated | Global payroll | ||
| Glossary or explainer | 9 | undated | Global payroll | ||
| Podcast or video | 4 | undated | Global payroll | ||
| Conference or event | 2 | undated | |||
| Comparison | 2 | undated |
How it is countedHide how it is counted
Every page magnitglobal.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.
Names read as Magnit
What the judge wrote, as written, with how often. The vendor table decides that these count as Magnit; a claim can dispute any of them.
Magnit (formerly PRO Unlimited) 1Magnit (formerly Workforce Logiq/PRO Unlimited) 1Magnit VMS (formerly PRO Unlimited) 1
Follow Magnit
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
Magnit is its own company.ShowHide
The company
Magnit is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The Only Contingent Workforce Partner Built for What's Next.
- For
- companies with contingent workforce programs
- Hosting
- Global
- Customers named
- ToyotaNovartisConnectiveRxNetAppIntuitiveXcel EnergyBlueprint Medicines, a Sanofi Company
- Not stated on the pages read
- Price, starting price, free plan or trial, integrations, certifications
What Magnit's own pages state, read September 28, 2026: magnitglobal.com. 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 Magnit'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 Magnit, 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 Magnit by email, built from the raw record of the edition. It shows:
- where Magnit 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 Magnit, 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.