Every category where a model named SkillPanel 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
Internal talent marketplace	Performance and talent management	2%	10 of 102	0%	1	under 10 labels · led by Fuel50 at 47%	newNew since September 2026: not ranked then, 2% now.
Skills intelligence	Performance and talent management	2%	12 of 127	0%	8	under 10 labels · led by Skills Base at 18%	▼−2Since September 2026: 4% → 2%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.

Movement

This is the first edition on this tier, so no move can be computed for SkillPanel yet. From the next edition this section shows, per buyer segment and per category, whether its share moved by more than the measured noise floor.

By model

How each model treated SkillPanel across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

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Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	2	0	2
Gemini 3.5 Flash	0	0	0	0
Perplexity Sonar	1	0	1	2
Grok 4.1 Fast	0	0	0	0
Mistral Small	0	0	0	0
DeepSeek V4 Flash	0	1	0	1
Llama 4 Maverick	0	0	1	1
Qwen 3.7 Flash	0	1	0	1
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	1	0	1	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

Direct14 labels5

Paraphrase3 labelsNone

Comparative4 labelsNone

Budget-constrained11 labels4

Scale-constrained3 labelsNone

Negative1 labelNone

First choiceAlternativeMentionNegative36 labels in all, every segment counted; 9 of the 9 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.

“the vendors that are most repeatedly called out for mid-market fit are Fuel50 and SkillPanel” Muse Glimmer 30B · Internal talent marketpl · direct prompt · first choice

“I would start with SkillPanel for a small company” Perplexity Sonar · Skills intelligence · budget prompt · first choice

“SkillPanel — best for simpler rollout and skills visibility” GPT-5.4 mini · Skills intelligence · direct prompt · alternative

“SkillPanel is a strong mid-market-friendly alternative” GPT-5.4 mini · Skills intelligence · 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.

No model argued against it.

Named alongside

The products named in the same answers as SkillPanel, over the 36 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and SkillPanel was named but was not.

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ProductSame answerTook the first choice insteadHead to head

Skills Base15 of 3610Not among the top eight

Eightfold AI12 of 362Not among the top eight

Gloat11 of 362Not among the top eight

Fuel507 of 361Not among the top eight

iMocha6 of 363Not among the top eight

Beamery6 of 360Not among the top eight

Cornerstone OnDemand5 of 360Not among the top eight

MuchSkills5 of 360Not among the top eight

SkillsDB5 of 360Not among the top eight

Workday Skills Cloud5 of 360Not 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 SkillPanel. 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 36 of the 36 answers that named SkillPanel and are not a share of its labels.

Domains cited

guideflow.com21

firsthr.app20

g2.com20

hr-ai-index.com16

skillpanel.comYour site14

hrtechsaas.com12

pin.com12

cloudassess.com10

gartner.com9

skills-base.com9

129 of the 143 domain citations in answers naming SkillPanel came from somebody else's page.

Pages cited

firsthr.app/compare/training/skills-management-software17

guideflow.com/blog/skills-assessment-software12

hrtechsaas.com/blog/skills-intelligence-software12

pin.com/blog/talent-intelligence-software11

g2.com/categories/talent-intelligence/small-business10

guideflow.com/blog/skills-management-software10

hr-ai-index.com/performance/skills-intelligence/smb10

skima.ai/blog/industry-trends-and-insights/talent-intelligence-tools8

Pages are listed as the models cited them.

Search and answers

skillpanel.com is not in Google's top ten for any of the category's searches. In the answers, SkillPanel takes 2% of first choices and Fuel50 takes 47%.

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In search

Google, US estimates

Position for “talent marketplaces”

–

not in the top ten

Position for “internal talent marketplace”

–

not in the top ten

Searches for its name, Google: 10 a month (“skillpanel”)
AI search demand for its name, est.: 0 a month
Organic visits to its site: about 4,174 a month
Searches its site ranks for: 4,705 · 41 in the top three
Sites linking to it: 2,225
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 edition

Share of first choices

rank 10 of 102 in internal talent marketpl

Segment leader

47%

Fuel50

First choices: 9 across its categories
Named in: 36 answers
Its own site cited: in 36 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 skillpanel.com

342

subdomains included

Content

counted in the table below

Documentation

333

Product · Integration

0 · 0

Kind	Pages	Last 90 days	2025-10 to 2026-09	Latest	Categories named
Report or ebook	4	undated
Glossary or explainer	1	undated

How it is countedHide how it is counted

Every page skillpanel.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 SkillPanel

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

SkillPanel is its own company.

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In its own words

Stated by the vendor, not checked

Positioning: Skills intelligence for workforce success
skillpanel.com
For: organizations
skillpanel.com
Customers named: Orange PolandBillenniumJonah GroupOrange
Not stated on the pages read: Price, starting price, free plan or trial, integrations, certifications, hosting

What SkillPanel's own pages state, read September 28, 2026: skillpanel.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 SkillPanel'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 SkillPanel, 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 SkillPanel by email, built from the raw record of the edition. It shows:

where SkillPanel 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 SkillPanel, 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.