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 63 → 59 of 68
3 categories · RankededX
50Judge labels
1First choices
8Negative labels
14 / 14Models named it
3Categories
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 Online course libraries for enterprise buyers
Rank 14 of 95 in the mid-market standingaccepted challenger
0 of 14 models made it the first choice on the direct prompt; 7% of its 14 labels there were negative.
What the models named instead of edX →By buyer segmentRead the same way at every buyer size.
Small business59 of 73
0%3 labels
under the label threshold
Mid-market14 of 95
0%14 labels
accepted challenger
Enterprise7 of 67
2%14 labels
accepted challenger
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 edX 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% | 14 of 95 | 7% | 14 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Skills intelligence | Performance and talent management | 0% | 26 of 127 | 14% | 14 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Learning experience platforms | Learning and development | 0% | 88 of 89 | 100% | 3 | under 10 labels · led by 360Learning at 26% | =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, edX held within the floor in all three categories: 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 19 → 14 of 90
Enterprise=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 12 → 7 of 66
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 19 → 14 of 95 |
| 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 21 → 26 of 127 |
| Learning experience plat | 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 50 → 88 of 89 |
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 edX 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 edX 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 | 1 | 0 | 1 |
| Gemini 3.5 Flash | 2 | 0 | 0 | 1 | 3 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.1 Fast | 0 | 2 | 1 | 1 | 4 |
| Mistral Small | 1 | 1 | 1 | 0 | 3 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 1 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 2 | 3 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 2 | 0 | 1 | 4 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 1 | 0 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |
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
Direct4 labelsNone
Paraphrase3 labelsNone
Comparative24 labels4not counted in share
Budget-constrained6 labels1
Scale-constrained0 labelsNone
Negative13 labels1not counted in share
First choiceAlternativeMentionNegative50 labels in all, every segment counted; 1 of the 6 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.
“Choose Coursera or edX if you need a recognizable brand name on your resume” Gemini 3.5 Flash · Online course libraries · comparative prompt · first choice
“look at Coursera or edX and opt for the "audit" (free) version first” Gemini 3.5 Flash · Online course libraries · negative prompt · first choice
“Get a certificate that employers recognize | Coursera, edX” GLM 4.7 FlashX · Skills intelligence · comparative prompt · first choice
“choose Coursera or edX for structured programs” GPT-6 Luna · Online course libraries · comparative 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.
“"Complete scam" allegations - High fees for graded assessments despite subscriptions” GLM 4.7 FlashX · Learning experience plat · negative prompt · hard negative
“2U (which owns Trilogy and edX bootcamps)” Gemini 3.5 Flash · Skills intelligence · negative prompt · hard negative
“Deceptive business practices cited by researchers” DeepSeek V4 Flash · Skills intelligence · negative prompt · hard negative
“Coursera, edX (when paying full price). Verdict: Be Cautious of Costs.” Qwen 3.7 Flash · Online course libraries · negative prompt · soft negative
Named alongside
The products named in the same answers as edX, over the 49 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and edX was named but was not.ShowHide
Named alongside
The products named in the same answers as edX, over the 49 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and edX 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 edX. 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 45 of the 49 answers that named edX and are not a share of its labels.
Domains cited
linkedin.com16
hr-ai-index.com12
learnworlds.com12
goskills.com11
coursebox.ai8
checkthat.ai7
coursera.org7
learn.g2.com7
reddit.com7
business.linkedin.com6
Ninety-three of the ninety-three domain citations in answers naming edX came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
edx.org is not in Google's top ten for any of the category's searches. In the answers, edX takes 0% of first choices and Udemy Business takes 48%.ShowHide
Search and answers
edx.org is not in Google's top ten for any of the category's searches. In the answers, edX 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
- Searches for its name, Google
- 60,500 a month (“edx”)
- AI search demand for its name, est.
- 1,391 a month
- Organic visits to its site
- about 595,855 a month
- Searches its site ranks for
- 67,922 · 2,645 in the top three
- Sites linking to it
- 76,381
- Paid Google search
- No ads found in the estimate; that does not mean it runs none
In answers
This editionShare of first choices
0%
rank 14 of 95 in online course libraries
Segment leader
48%
Udemy Business
- First choices
- 1 across its categories
- Named in
- 49 answers
- Its own site cited
- in 45 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 edx.org
9,982
subdomains included
Content
3,144
counted in the table below
Documentation
0
Product · Integration
0 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Glossary or explainer | 2,281 | 1 | 2026-07-14 | ||
| Blog | 555 | 0 | 2025-09-16 | ||
| News or press | 243 | undated | |||
| Comparison | 37 | 0 | 2025-09-09 | ||
| Report or ebook | 22 | 0 | 2025-11-18 | ||
| Conference or event | 3 | 0 | 2025-06-05 | ||
| Case study | 2 | 0 | 2023-10-06 | ||
| Template or tool | 1 | 0 | 2024-09-16 |
Most recent
- 2026-07-14Machine learning glossary or explainer
- 2026-02-09What is ai glossary or explainer
- 2026-02-09Artificial intelligence glossary or explainer
- 2025-11-18Microsoft python data science foundations with azure notebooks report or ebook
- 2025-09-16Courses and programs promo blog
- 2025-09-09Cybersecurity red teams vs blue teams comparison
How it is countedHide how it is counted
Every page edx.org 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 edX
What the judge wrote, as written, with how often. The vendor table decides that these count as edX; a claim can dispute any of them.
EdX 1edX For Business 1edX for Business 1
Follow edX
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
edX is its own company.ShowHide
The company
edX is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- Online Courses, Certificates & Degrees from Leading Institutions
- For
- learners around the world
- Price stated
- Save up to 30% this week only edx.org
- Free plan or trial
- Register for free edx.org
- Certifications
- Verified certificateProfessional CertificatesXSeries ProgramsCertificates in AICertificates in Project ManagementCertificates in ManagementCertificates in Data AnalyticsCertificates in IT
- Customers named
- HarvardGoogleAmazonMicrosoftUniversity of California, BerkeleyUniversity of CambridgeColumbia UniversityThe University of Texas at Austin
- Not stated on the pages read
- Starting price, integrations, hosting
What edX's own pages state, read September 28, 2026: edx.org, edx.org/policy/security. 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 edX'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 edX, 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 edX by email, built from the raw record of the edition. It shows:
- where edX 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 edX, 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.