Small business=heldSince September 2026: 2% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
2%from 2% in September 2026
Inside the floor by 13 pointsRank 3 → 4 of 80
5 categories · RankedVervoe
91Judge labels
2First choices
8Negative labels
13 / 14Models named it
5Categories
October 2026 Edition. Every number here is derived from the raw labels under vendor table v2026-10.7, every buyer segment counted.
Best standing
2% in Candidate assessment for enterprise buyers
Rank 13 of 118 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 4% of its 25 labels there were negative.
What the models named instead of Vervoe →By buyer segmentRead the same way at every buyer size.
Small business5 of 80
2%37 labels
accepted challenger
Mid-market13 of 118
0%25 labels
accepted challenger
Enterprise11 of 75
2%15 labels
accepted challenger
In candidate assessment · 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 Vervoe 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 |
|---|---|---|---|---|---|---|---|
| Candidate assessment | Talent acquisition | 0% | 13 of 118 | 4% | 25 | accepted challenger | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Skills intelligence | Performance and talent management | 0% | 34 of 127 | 0% | 5 | under 10 labels · led by Skills Base at 18% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Technical hiring assessments | Talent acquisition | 0% | 24 of 71 | 0% | 2 | under 10 labels · led by HackerRank at 17% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Talent intelligence | Performance and talent management | 0% | 72 of 90 | 0% | 1 | under 10 labels · led by Pin at 27% | newNew since September 2026: not ranked then, 0% now. |
| Video interviewing | Talent acquisition | 0% | 51 of 66 | 0% | 1 | under 10 labels · led by Spark Hire at 50% | newNew since September 2026: not ranked then, 0% now. |
Movement
Since September 2026, Vervoe held within the floor in all five categories: no change cleared 13 points.
Best category · Candidate assessment · by segment
Mid-market▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
0%from 2% in September 2026
Inside the floor by 11 pointsRank 3 → 13 of 115
Enterprise=heldSince September 2026: 3% → 2%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
2%from 3% in September 2026
Inside the floor by 13 pointsRank 14 → 11 of 67
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Candidate assessment | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 3 → 13 of 118 |
| Skills intelligence | 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 42 → 34 of 127 |
| Technical hiring assessm | 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 34 → 24 of 71 |
| Talent intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 72 of 90, unchanged |
| Video interviewing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 51 of 66, unchanged |
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 Vervoe 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 Vervoe 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 | 1 | 1 | 0 | 2 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 2 | 3 | 1 | 6 |
| Mistral Small | 0 | 3 | 2 | 0 | 5 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 3 | 0 | 0 | 3 |
| Kimi K2 | 0 | 4 | 2 | 0 | 6 |
| GLM 4.7 FlashX | 0 | 2 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |
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
Direct16 labels1
Paraphrase20 labels1
Comparative23 labelsNone
Budget-constrained19 labelsNone
Scale-constrained8 labelsNone
Negative5 labelsNone
First choiceAlternativeMentionNegative91 labels in all, every segment counted; 2 of the 2 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.
“if your company heavily emphasizes practical job simulations, Vervoe might be the better choice” GLM 4.7 FlashX · Candidate assessment · direct prompt · alternative
“Vervoe \u2014 Low Entry Point ($19-79/month)... Some sources show conflicting pricing” Kimi K2 · Candidate assessment · budget prompt · alternative
“Has entry plans that are budget-friendly and focuses on job simulations and skill ranking” Mistral Small · Skills intelligence · budget prompt · alternative
“If cost and automation are paramount, Vervoe or TestGorilla offer strong value.” Kimi K2 · Candidate assessment · 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.
“Less test variety; simulation-heavy” Grok 4.1 Fast · Candidate assessment · paraphrase prompt · soft negative
Named alongside
The products named in the same answers as Vervoe, over the 91 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Vervoe was named but was not.ShowHide
Named alongside
The products named in the same answers as Vervoe, over the 91 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Vervoe 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 Vervoe. 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 84 of the 91 answers that named Vervoe and are not a share of its labels.
Domains cited
firsthr.app51
testgorilla.com48
hirevire.com36
pin.com35
bryq.com27
g2.com27
aihr.com26
fitsmallbusiness.com26
peoplemanagingpeople.com26
testtrick.com25
327 of the 327 domain citations in answers naming Vervoe came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
vervoe.com is not in Google's top ten for any of the category's searches. In the answers, Vervoe takes 0% of first choices and TestGorilla takes 52%.ShowHide
Search and answers
vervoe.com is not in Google's top ten for any of the category's searches. In the answers, Vervoe takes 0% of first choices and TestGorilla takes 52%.
ShowHideIn search
Google, US estimatesPosition for “assessment platforms”
–
not in the top ten
Position for “pre-employment assessment platform”
–
not in the top ten
- Searches for its name, Google
- 480 a month (“vervoe”)
- AI search demand for its name, est.
- 9 a month
- Organic visits to its site
- about 7,828 a month
- Searches its site ranks for
- 3,862 · 124 in the top three
- Sites linking to it
- 2,788
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
Ads on Google
None found in Google's ad transparency records for the US
In answers
This editionShare of first choices
0%
rank 13 of 118 in candidate assessment
Segment leader
52%
TestGorilla
- First choices
- 2 across its categories
- Named in
- 91 answers
- Its own site cited
- in 84 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 vervoe.com
1,238
subdomains included
Content
442
counted in the table below
Documentation
3
Product · Integration
26 · 23
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 286 | 5 | 2026-09-28 | Video interviewing, Employee onboarding | |
| Comparison | 79 | 1 | 2026-09-23 | ||
| Case study | 37 | undated | |||
| Webinar or virtual event | 28 | undated | |||
| Conference or event | 4 | undated | |||
| News or press | 4 | undated | Interview scheduling | ||
| Podcast or video | 3 | undated | |||
| Glossary or explainer | 1 | undated |
Most recent
- 2026-09-28Why job simulations resist cheating by design blog
- 2026-09-23Ai literacy vs ai fluency vs ai readiness comparison
- 2026-09-18How to design fair job simulations blog
- 2026-09-13Candidate fraud screening methods blog
- 2026-09-04You cant call it cheating if you never drew the line blog
- 2026-07-20Quality of hire north star metric blog
Events in person
Upcoming
- October 20, 2026 to October 22, 2026HR Tech 2026Mandalay Bay, Las Vegas · exhibits
Last twelve months
- September 18, 2026Future of Staffing & Talent Solutions SummitNatWest 250 Bishopsgate, London, UK · spoke
- September 17, 2026Talent Leaders London Workshop: Future-Ready Talent, From Insight To ImpactThe King's Fund, London, UK · spoke
As the event pages on vervoe.com state them, read September 28, 2026.
How it is countedHide how it is counted
Every page vervoe.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 Vervoe
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
Vervoe is its own company.ShowHide
The company
Vervoe is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- AI-Powered Skills Intelligence Platform
- For
- enterprise
- Price stated
- Custom plans based on your volume and workflow, including ATS integrations, API access, and dedicated support. vervoe.com/pricing
- Free plan or trial
- Take a free tour of our platform features here vervoe.com
- Integrations claimed
- 1000 vervoe.com/features
- Certifications
- ISO/IEC 27001GDPRGDPR compliant
- Hosting
- USAUGBCA
- Customers named
- Australia PostNHLSubaruRentokilLumenKrolldentsuOneMain
- Not stated on the pages read
- Starting price
What Vervoe's own pages state, read September 28, 2026: vervoe.com, vervoe.com/pricing, trust.vervoe.com, vervoe.com/features, vervoe.com/customers. 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 Vervoe'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 Vervoe, 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 Vervoe by email, built from the raw record of the edition. It shows:
- where Vervoe 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 Vervoe, 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.