Which Online Learning Platforms Does AI Recommend? 2026 Study

Study date: November 11, 2026

Ask ChatGPT, Perplexity and Google AI Overview for the best online learning platform and Coursera shows up far more than anyone else. In this Beket AI study, those three engines named 15 platforms and company labels across 25 unbranded buyer questions. Coursera accounted for 177 of 425 mention events, or 41.6%. Udemy was second with 75 mentions and edX was third with 59. Those three names alone made up 311 of 425 mentions, or 73.2%.

This is the data the engines returned on one day. It is not Beket AI's ranking of course quality, and AI answers change over time.

Key numbers

Measure	Result
Study date	November 11, 2026
Location setting	United States (no city)
Buyer questions	25, all unbranded, in English
Engines	ChatGPT, Perplexity, Google AI Overview
Answers returned	69 of 75 (ChatGPT 25, Perplexity 25, Google AI Overview 19)
Platforms and company labels named	15
Platform mention events	425
Named on all three engines	7
Named on only one engine	3
Citation events	776
Most-cited domain	coursera.org, 123 citation events

Coursera, Udemy and edX take most of the mentions

Coursera was the top name on every engine: 96 mentions on ChatGPT, 49 on Perplexity and 32 on Google AI Overview. It also collected 42 first-place mentions, far more than any other label.

Udemy and edX filled out a stable top three, but they were well behind. Udemy had 75 mentions (44 on ChatGPT, 17 on Perplexity, 14 on Google AI Overview). edX had 59 (35, 8 and 16). After those three, the field drops off quickly. IBM had 25 mentions, Microsoft 20, then DataCamp 13. Cisco, Skillshare and Udacity tied at 10.

Coursera and Udemy are no longer separate companies. Coursera completed its combination with Udemy on May 11, 2026, saying the combined company united 290 million learners. Earlier that spring, Coursera had reported 205 million registered learners of its own as of March 31, 2026. In this November run, the engines still named Coursera and Udemy as separate platforms. Combined, those two labels had 252 of 425 mentions, or 59.3%.

Rank	Platform or label	Mentions	ChatGPT	Perplexity	Google AI Overview
1	Coursera	177	96	49	32
2	Udemy	75	44	17	14
3	edX	59	35	8	16
4	IBM	25	10	5	10
5	Microsoft	20	14	5	1
6	DataCamp	13	9	1	3
7	Cisco	10	8	0	2
8	Skillshare	10	3	5	2
9	Udacity	10	7	0	3
10	Outschool	9	4	5	0

The other five platforms shared 17 mentions, between 2 and 5 each.

The seven platforms every engine named

Seven of the 15 labels appeared at least once on ChatGPT, Perplexity and Google AI Overview: Coursera, Udemy, edX, IBM, Microsoft, DataCamp and Skillshare.

Five labels appeared on exactly two engines, and three appeared on only one. Those three single-engine names, all of them course-creation or learning-management platforms rather than content marketplaces, accounted for 8 mentions and showed up only on Google AI Overview.

The overlap is wider than in some of our local studies, but it is still lopsided. Microsoft had 14 of its 20 mentions on ChatGPT and only 1 on Google AI Overview. Cisco and Udacity had no Perplexity mentions. Outschool had no Google AI Overview mentions. A check on one engine would have missed those gaps.

Engine by engine

Engine	Questions answered	Labels named	Mentions	Top names
ChatGPT	25/25	11	233	Coursera 96, Udemy 44, edX 35
Perplexity	25/25	9	98	Coursera 49, Udemy 17, edX 8
Google AI Overview	19/25	14	94	Coursera 32, edX 16, Udemy 14

ChatGPT did most of the naming. It produced 233 of the 425 mentions (54.8%) and put Coursera far ahead of every other label. Microsoft, Cisco and Udacity were much more visible here than on the other two engines.

Perplexity answered every question but named fewer platforms per answer, with 98 mentions across 9 labels. Coursera still led, then Udemy. edX was third, though weaker here than on ChatGPT or Google AI Overview. Outschool and Skillshare, at 5 mentions each, were more visible on Perplexity than their overall ranks suggest.

Google AI Overview answered 19 of the 25 questions and still named the most labels, 14, for 94 mentions. Coursera led, but edX outranked Udemy here (16 to 14). IBM had 10 mentions, tied with its ChatGPT count, and this was the only engine that named the three course-creation platforms.

These are differences in what each engine returned in this run. They don't show that one engine is better at picking courses.

What the answers cited, and who was cited but not named

The engines cited coursera.org far more than any other domain: 123 of 776 citation events. edx.org was second with 20, then rankite.com with 19 and udemy.com with 16.

Domain	Citation events
coursera.org	123
edx.org	20
rankite.com	19
udemy.com	16
khanacademy.org	15
classcentral.com	14
outschool.com	13
linkedin.com	12
youtube.com	12
g2.com	11

Three of the most-cited domains were not extracted as named platforms at all. khanacademy.org was cited 15 times, linkedin.com 12 times (the sampled URL was a LinkedIn Learning page) and youtube.com 12 times. This report does not invent mention counts for Khan Academy, LinkedIn Learning or YouTube. It only means their sites were used as sources, even when the market report did not treat them as recommended brands.

rankite.com, a "best online course platforms" list, was the third-most-cited domain. That is the kind of vendor or publisher ranking page ChatGPT has started warning about in some software answers, which we covered in ChatGPT's disclaimers on vendor-written rankings. classcentral.com was cited 14 times; we excluded Class Central as a named player because it is a course catalog, not a learning platform.

We used the same market-audit method in our SaaS tools AI recommendations study, where vendor websites, not review sites, also did most of the citation work.

Labels that need a caveat

IBM (25 mentions), Microsoft (20) and Cisco (10) are general technology companies, not consumer course marketplaces. Those labels may refer to certificate programs, or to Microsoft Learn, IBM training or Cisco Networking Academy, rather than to a standalone learning platform. They stay in the table because the engines named them, with that caveat attached.

We excluded three non-platform labels from the mention counts: Class Central (4 mentions, course catalog), EduBracket (2, course-comparison publisher) and Zapier (2, automation software). That took the raw report from 18 labels and 433 mentions to 15 platforms and 425 mentions. No name merges were needed.

What a platform can check

1. Ask the buyer questions yourself. Use unbranded questions like the 25 below on each engine, not your brand name. Our guide to checking whether ChatGPT recommends your business walks through it by hand.
2. Check each engine separately. Seven labels appeared on all three engines here, but several well-known names were missing from one.
3. Look at the pages the answers cite. coursera.org, edx.org, rankite.com, udemy.com and khanacademy.org did a lot of the source work in this run.
4. Treat one run as a snapshot. AI answers change, and a missing name on one day is not a permanent result.

The free Beket AI audit runs 25 unbranded prompts across ChatGPT, Perplexity and Google AI Overview. Beket AI Pro is $49 a month with daily re-audits, starting at 50 prompts across the same three engines. Agency is $245 a month for 5 sites. Beket AI reports what the engines returned; it does not apply fixes to your pages.

Method and caveats

Beket AI ran one market audit for online learning platforms on November 11, 2026, created at 3:33 PM PT and completed at 3:45 PM PT. We selected 25 unbranded buyer questions in English, set the location to the United States with no city, and used three engines: ChatGPT, Perplexity and Google AI Overview. Extra prompt generation was off, so 75 answers were requested. No other audit was run, and no recovery was needed.

The final answer log has 69 completed answers, with no duplicate question and engine pairs and no off-topic rows. All returned answers were unbranded.

• ChatGPT answered 25/25.
• Perplexity answered 25/25.
• Google AI Overview is missing 6 answers: "Best mobile apps for taking online courses on the go"; "Best online course platforms with live classes and instructors"; "Best online business courses for working professionals"; "Best online platforms for learning photography and video editing"; "Best online courses for kids and teens"; and "Best online courses for finance and investing."

Missing answers are not counted as zero-mention answers. The tools don't show why those rows are missing. Immediately before synthesis, lane progress reported 25 landed answers on Google AI Overview; the final completed log has 19. This post uses the completed answer rows.

Counts are mention events, not recommendation rates. One answer can mention a platform more than once, and we haven't inferred how many distinct questions named each platform. Citation items may be sampled: 100 of 776 events were returned as items, and the domain table is the top ten only. The tools did not report which model produced each answer. No model override was passed.

AI answers change over time, and this is a single run. If you're a platform in this study and want another run, you can ask Beket AI for one.

All 25 buyer questions

1. What is the best online learning platform for beginners?
2. Which online course platform is best for learning a new professional skill?
3. Best free online course platforms for adults
4. Best affordable online course platforms for career changers
5. Which online learning platform is best for college students?
6. Best online platforms for learning to code
7. Best online courses for data science and analytics
8. Best online courses for digital marketing
9. Which platform is best for learning a new language online?
10. Best online courses for graphic design
11. Best online business courses for working professionals
12. Which online learning platform is best for getting a professional certificate?
13. Best online platforms for earning a college degree remotely
14. Best online courses for kids and teens
15. Best online training platforms for employees at a small company
16. Which online learning platform has the best career outcomes?
17. Best self-paced online course platforms
18. Best online course platforms with live classes and instructors
19. Best mobile apps for taking online courses on the go
20. Which online learning platform is best for teachers and educators?
21. Best online platforms for learning photography and video editing
22. Best online courses for finance and investing
23. Which online course platform is worth paying for?
24. Best online courses for IT and cybersecurity certifications
25. What online learning platform do people recommend most for upskilling at work?

The short version

Coursera dominated this run, including after Udemy's mentions are added in, and it was the only name that led on all three engines. Udemy and edX made up most of the rest. Several widely used learning sites were cited as sources without being extracted as named picks, and some technology-company labels probably point to certificate programs rather than to a course marketplace. For a platform, the practical takeaway is to check each engine on its own, with the questions learners actually ask.