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HR AI Index
Index › Products › Visdum · October 2026 Edition
1 category · Named, not ranked

Visdum

4Judge labels
0First choices
0Negative labels
4 / 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.
Standing
3 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Visdum was named 3 times in Compensation management, where Pave led with 18%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
In compensation management · 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 Visdum 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.
CategoryFunctionShareRankNegative rateLabelsQuadrantSince September 2026
Compensation managementCompensation and total rewards0%37 of 1400%3under 10 labels · led by Pave at 18%=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, Visdum held within the floor in its one category: no change cleared 13 points.

Best category · Compensation management · by segment

Small businessgoneNot named this edition; 1% in September 2026.
0%from 1% in September 2026
Inside the floor by 12 pointsNot ranked
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 74 → 34 of 131
EnterprisenewNew since September 2026: not ranked then, 0% now.
0%from 0% in September 2026
Inside the floor by 13 pointsRank 77 of 109, unchanged

All categories · Mid-market

CategorySeptember 2026NowChangeReadingRank
Compensation management0%0%=heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked.Within noiseRank 74 → 37 of 140

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 Visdum across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
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ModelFirst choiceAlternativeMentionNegativeLabels
Claude Haiku 4.501001
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.1 Fast01001
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash01001
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00000

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
Direct3 labelsNone
Paraphrase1 labelNone
Comparative0 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative0 labelsNone
First choiceAlternativeMentionNegative4 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.

“It offers granular control over payouts and is highly flexible for complex structures like clawbacks and multi-level approvals.” Qwen 3.7 Flash · Compensation management · direct prompt · alternative
“Visdum is sales compensation infrastructure best for mid-market and enterprise B2B companies” Claude Haiku 4.5 · Compensation management · direct prompt · alternative
“Visdum for mid-market high performer on G2.” Grok 4.1 Fast · Compensation management · 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 Visdum, over the 4 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Visdum was named but was not.
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ProductSame answerTook the first choice insteadHead to head
HiBob2 of 41Not among the top eight
QuotaPath2 of 41Not among the top eight
CompUp2 of 40Not among the top eight
Lattice Compensation2 of 40Not among the top eight
Qobra2 of 40Not among the top eight
Ravio2 of 40Not among the top eight
Salary.com2 of 40Not among the top eight
beqom2 of 40Not among the top eight
Paycom1 of 41Not among the top eight
ADP Workforce Now1 of 40Not among the top eight
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 Visdum. 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 4 of the 4 answers that named Visdum and are not a share of its labels.

Domains cited

ravio.com4
hibob.com3
learn.g2.com3
visdum.comYour site3
qobra.co2
beqom.com1
captivateiq.com1
comprehensive.io1
darwinbox.com1
everstage.com1

Seventeen of the twenty domain citations in answers naming Visdum came from somebody else's page.

Pages cited

Pages are listed as the models cited them.

Search and answers

visdum.com is not in Google's top ten for any of the category's searches. In the answers, Visdum takes 0% of first choices and Pave takes 18%.
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In search

Google, US estimates
Position for “compensation platforms”
–
not in the top ten
Position for “compensation management software”
–
not in the top ten
Searches for its name, Google
70 a month (“visdum”)
AI search demand for its name, est.
3 a month
Organic visits to its site
about 15,225 a month
Searches its site ranks for
2,341 · 32 in the top three
Sites linking to it
951
Paid Google search
No ads found in the estimate; that does not mean it runs none
Ads on GoogleDetailLess
6 ads · 6 text · 0 shown in the last 30 days

First shown June 2025, as Visdum Tech Inc., verified. Ads started 2025-10 to 2026-09: 1 in the year, 5 before.

On Google's pages: 1 2 3 4

In answers

This edition
Share of first choices
0%
rank 37 of 140 in compensation management
Segment leader
18%
Pave
First choices
0 across its categories
Named in
4 answers
Its own site cited
in 4 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

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Addresses on visdum.com
427
subdomains included
Content
257
counted in the table below
Documentation
0
Product · Integration
1 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog172182026-09-25Compensation management, Performance management
Comparison3912026-08-11
Glossary or explainer1502026-06-18
Case study13undated
Template or tool1002026-02-09
Report or ebook7undated
Podcast or video102025-11-04
How it is countedHide how it is counted

Every page visdum.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. Read September 29, 2026.

Follow Visdum

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

Visdum is its own company.
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In its own words

Stated by the vendor, not checked
Positioning
Sales Compensation Software & Commission Management; "the easiest-to-use sales commission software," combining AI-adaptive comp plan modeling with fast implementation and best-in-class support to help finance and revenue teams streamline commission calculations.
For
finance and revenue teams; trusted by finance teams in mid-market and enterprise; Finance & Accounting; Revenue Operations; Sales Leaders; Sales Representatives
Price stated
Two fees. Nothing else. visdum.com/pricing
Starting price
the low five figures visdum.com/pricing
Free plan or trial
free proof of concept visdum.com/pricing
Integrations claimed
100 visdum.com
Certifications
SOC 2 Type IIISO 27001GDPRGDPR compliant#1 Easiest to Use in sales compensation on G2
Customers named
CV LibrarySubexSirionWebEngageHubiloCybleToolsGroupSpot AI
Not stated on the pages read
Hosting

What Visdum's own pages state, read September 28, 2026: visdum.com, visdum.com/pricing, visdum.com/platform, visdum.com/case-studies, visdum.com/partners. 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 Visdum'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 Visdum, 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 Visdum by email, built from the raw record of the edition. It shows:

  • where Visdum 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 Visdum, 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.
The subscriber app

A verification link goes to your work email; an address at visdum.com is approved on the spot, any other is reviewed by hand. Your email is never published. Claiming gives no say over labels, shares, verdicts or which quotes appear.