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 17 of 68, unchanged
1 category · Named, not rankedO'Reilly
16Judge labels
1First choices
0Negative labels
8 / 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
5 labels, too few to rank
A product needs 10 labels in a category before a share or quadrant is stated. O'Reilly was named 5 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 business19 of 73
0%3 labels
under the label threshold
Mid-market18 of 95
0%5 labels
under the label threshold
Enterprise9 of 67
2%7 labels
under the label threshold
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 O'Reilly 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% | 18 of 95 | 0% | 5 | 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, O'Reilly 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 72 → 19 of 90
Enterprise▲+2Since September 2026: 0% → 2%, +2 points. Inside the 13-point floor: within noise. Read over the models both editions asked.
2%from 0% in September 2026
Inside the floor by 11 pointsRank 16 → 9 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 72 → 18 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 O'Reilly 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 O'Reilly 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 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 1 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| 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
Paraphrase1 labelNone
Comparative6 labelsNone
Budget-constrained1 label1
Scale-constrained7 labelsNone
Negative1 labelNone
First choiceAlternativeMentionNegative16 labels in all, every segment counted; 1 of the 1 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.
“a subscription to O'Reilly Media ... is generally considered a much higher-quality investment” Gemini 3.5 Flash · Online course libraries · negative prompt · alternative
“best if your company is more technical or product/engineering-heavy” GPT-5.4 mini · Online course libraries · 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 O'Reilly, over the 16 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and O'Reilly was named but was not.ShowHide
Named alongside
The products named in the same answers as O'Reilly, over the 16 answers that named it. Took the first choice instead counts the answers where the other product was the first choice and O'Reilly 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 O'Reilly. 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 13 of the 16 answers that named O'Reilly and are not a share of its labels.
Domains cited
oreilly.comYour site9
checkthat.ai5
g2.com5
leaderonomics.com5
peoplemanagingpeople.com5
business.udemy.com4
mindmeshacademy.com4
talentlms.com4
apollotechnical.com3
bizlibrary.com3
Thirty-eight of the forty-seven domain citations in answers naming O'Reilly came from somebody else's page.
Pages cited
Pages are listed as the models cited them.
Search and answers
oreilly.com is not in Google's top ten for any of the category's searches. In the answers, O'Reilly takes 0% of first choices and Udemy Business takes 48%.ShowHide
Search and answers
oreilly.com is not in Google's top ten for any of the category's searches. In the answers, O'Reilly 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
- 1,220,000 a month (“o'reilly”)
- AI search demand for its name, est.
- 101,549 a month
- Organic visits to its site
- about 315,143 a month
- Searches its site ranks for
- 84,987 · 2,525 in the top three
- Sites linking to it
- 95,113
- Paid Google search
- 1 searches its ads show for, about 0 clicks and $0 a month (estimate)
In answers
This editionShare of first choices
0%
rank 18 of 95 in online course libraries
Segment leader
48%
Udemy Business
- First choices
- 1 across its categories
- Named in
- 16 answers
- Its own site cited
- in 13 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 oreilly.com
17,738
subdomains included
Content
287
counted in the table below
Documentation
0
Product · Integration
6 · 0
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Glossary or explainer | 91 | 1 | 2026-08-17 | ||
| Report or ebook | 51 | 0 | 2020-01-08 | ||
| Conference or event | 47 | 0 | 2019-09-10 | ||
| Blog | 29 | 9 | 2026-09-29 | ||
| Comparison | 24 | 0 | 2018-06-13 | ||
| Webinar or virtual event | 21 | 0 | 2018-03-06 | ||
| Case study | 13 | 0 | 2018-08-07 | ||
| Podcast or video | 5 | 0 | 2024-12-16 | ||
| Template or tool | 4 | 0 | 2018-07-17 | ||
| News or press | 2 | 1 | 2026-07-30 |
Most recent
- 2026-09-29Modern slavery act transparency statement blog
- 2026-08-27Self paced training for engineers build skills in the flow of work blog
- 2026-08-17What is employee talent mobility glossary or explainer
- 2026-08-17Top resources for upskilling tech teams in ai blog
- 2026-08-17How to close skill gaps in your it team before they slow delivery blog
- 2026-08-10How enterprises should approach training for engineers in the ai era blog
How it is countedHide how it is counted
Every page oreilly.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.
Names read as O'Reilly
What the judge wrote, as written, with how often. The vendor table decides that these count as O'Reilly; a claim can dispute any of them.
O'Reilly Media 2
Follow O'Reilly
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
O'Reilly is its own company.ShowHide
The company
O'Reilly is its own company.
ShowHideIn its own words
Stated by the vendor, not checked- Positioning
- The O'Reilly learning platform is a skill-building platform that equips individuals and teams with the resources that drive business outcomes.
- For
- individuals and teams; professionals, teams, enterprises, academic institutions, and government organizations
- Price stated
- Try it free for up to 14 days. oreilly.com/radar/platform-economies
- Free plan or trial
- Start your free trial oreilly.com/library/view/pricing-and-cost/9781567263541
- Customers named
- TavantDANA IndonesiaCARTA HOLDINGS
- Not stated on the pages read
- Starting price, integrations, certifications, hosting
What O'Reilly's own pages state, read September 28, 2026: oreilly.com, oreilly.com/library/view/pricing-and-cost/9781567263541, oreilly.com/radar/topics/security, oreilly.com/radar/platform-economies. 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 O'Reilly'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 O'Reilly, 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 O'Reilly by email, built from the raw record of the edition. It shows:
- where O'Reilly 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 O'Reilly, 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.