Small businessgoneNot named this edition; 0% in September 2026.
0%from 0% in September 2026
Inside the floor by 13 pointsNot ranked
1 category · Named, not rankedCourseslibrary.com
2Judge labels
0First choices
2Negative labels
2 / 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
2 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. Courseslibrary.com was named 2 times in Online course libraries, where Udemy Business led with 48%. The labels and the evidence are below, counted exactly.
By buyer segmentRead the same way at every buyer size.
Small businessnot named
0%
No model named it for this buyer.
Mid-market95 of 95
0%2 labels
under the label threshold
Enterprisenot named
0%
No model named it for this buyer.
In online course libraries · 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 Courseslibrary.com 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 |
|---|---|---|---|---|---|---|---|
| Online course libraries | Learning and development | 0% | 95 of 95 | 100% | 2 | under 10 labels · led by Udemy Business at 48% | =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, Courseslibrary.com held within the floor in its one category: no change cleared 13 points.
Best category · Online course libraries · 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 71 → 90 of 90
All categories · Mid-market
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Online course libraries | 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 71 → 95 of 95 |
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 Courseslibrary.com 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 Courseslibrary.com 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 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 1 | 1 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| 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
Direct0 labelsNone
Paraphrase0 labelsNone
Comparative0 labelsNone
Budget-constrained0 labelsNone
Scale-constrained0 labelsNone
Negative2 labelsNone
First choiceAlternativeMentionNegative2 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.
No positive label carried a quote.
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.
“a low trust score and explicitly recommends staying away from it, so treat it as high risk” Perplexity Sonar · Online course libraries · negative prompt · hard negative
“others describe it as a scam ... Red flags: Low trust scores from multiple verification sites” GLM 4.7 FlashX · Online course libraries · negative prompt · hard negative
Named alongside
The products named in the same answers as Courseslibrary.com, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Courseslibrary.com was named but was not.ShowHide
Named alongside
The products named in the same answers as Courseslibrary.com, over the 2 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and Courseslibrary.com 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 Courseslibrary.com. 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 2 of the 2 answers that named Courseslibrary.com and are not a share of its labels.
Domains cited
realprojects.co.uk2
scam-detector.com2
trustpilot.com2
academia.edu1
acrl.ala.org1
ala.org1
au.trustpilot.com1
checkthat.ai1
coggno.com1
escholarship.org1
Thirteen of the thirteen domain citations in answers naming Courseslibrary.com came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
course.careers is not in Google's top ten for any of the category's searches. In the answers, Courseslibrary.com takes 0% of first choices and Udemy Business takes 48%.ShowHide
Search and answers
course.careers is not in Google's top ten for any of the category's searches. In the answers, Courseslibrary.com takes 0% of first choices and Udemy Business takes 48%.
ShowHideIn search
Google, US estimatesPosition for “course libraries”
–
not in the top ten
Position for “online course library for employees”
–
not in the top ten
- Organic visits to its site
- about 225 a month
- Searches its site ranks for
- 42 · 0 in the top three
- Sites linking to it
- 75
- 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 95 of 95 in online course libraries
Segment leader
48%
Udemy Business
- First choices
- 0 across its categories
- Named in
- 2 answers
- Its own site cited
- in 2 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 course.careers
32,393
subdomains included
Content
3,773
counted in the table below
Documentation
4
Product · Integration
12 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 2,782 | 0 | 2026-04-12 | ||
| Report or ebook | 546 | 0 | 2026-05-20 | ||
| Glossary or explainer | 248 | 0 | 2026-05-11 | Performance management | |
| Comparison | 86 | 0 | 2026-04-09 | ||
| Case study | 65 | 0 | 2026-05-11 | ||
| Conference or event | 22 | 0 | 2026-05-09 | ||
| Podcast or video | 10 | 0 | 2026-05-05 | ||
| Template or tool | 7 | 0 | 2026-05-08 | ||
| News or press | 4 | 0 | 2026-05-08 | ||
| Webinar or virtual event | 3 | 0 | 2026-05-05 |
Most recent
- 2026-05-20Python tutorial report or ebook
- 2026-05-11Fundamentals of flight mechanics course glossary or explainer
- 2026-05-11Fundamentals of analytics engineering course glossary or explainer
- 2026-05-11Technical support case studies capstone course case study
- 2026-05-11Digital transformation case studies strategies course case study
- 2026-05-09Blender 4 geometry nodes workshop jungle vines course conference or event
How it is countedHide how it is counted
Every page course.careers 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 Courseslibrary.com
What the judge wrote, as written, with how often. The vendor table decides that these count as Courseslibrary.com; a claim can dispute any of them.
courseslibrary.com 2
Follow Courseslibrary.com
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
Courseslibrary.com is its own company.ShowHide
The company
Courseslibrary.com is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- A 10 weeks online intermediate-level course on Coursera by IE Business School that covers business & management.
- For
- marketers and business professionals seeking actionable insights
- Price stated
- Paid course.careers/business-courses/pricing-strategy-course
- Certifications
- Course CertificateCourse Certificate in Business & Management
- Not stated on the pages read
- Starting price, free plan or trial, integrations, hosting, customers
What Courseslibrary.com's own pages state, read October 6, 2026: course.careers, course.careers/business-courses/pricing-strategy-course, course.careers/it-courses/platform-fundamentals-course. 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 Courseslibrary.com'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 Courseslibrary.com, 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 Courseslibrary.com by email, built from the raw record of the edition. It shows:
- where Courseslibrary.com 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 Courseslibrary.com, 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.