Original statistics, dataset 2.2
AI SEO Course Study 2026: Findings
AI SEO Course Study analyzes 65 current AI SEO course records from 45 providers to measure what programs teach, how much they cost and how frequently specialist AI-search subjects appear in public curricula.
Dataset updated: October 1, 2026
Courses analyzed: 65
Providers analyzed: 45
Denominators: each finding states its eligible set. A program is eligible for an attribute when its public page allowed that attribute to be confirmed as Yes or No.
71% of eligible AI SEO courses teach Generative Engine Optimization
34 of 48 eligible programs explicitly include GEO or Generative Engine Optimization in their published curriculum.
Study finding: GEO is recorded in 71% of eligible programs, compared with 76% that teach LLM citation optimization under any label.
76% teach LLM citation optimization
39 of 51 eligible programs explicitly teach LLM citation optimization: their published curriculum includes methods concerned with earning, influencing or measuring citations in AI-generated answers.
Study finding: LLM citation optimization is common among the AI SEO courses analyzed, and it is named more often than GEO.
75% teach AI visibility measurement
44 of 59 eligible programs explicitly teach AI visibility measurement: their published curriculum covers tracking AI search mentions, citations or visibility.
Study finding: 31 of the 39 citation-teaching programs also teach measurement; 5 teach citations without a stated measurement method, and 3 leave measurement unverified.
56% of priced AI SEO courses are free
27 of 48 programs with a published price model can be accessed without a standalone course fee. 17 programs do not publish a standalone price and are excluded from this denominator.
The median monthly AI SEO membership costs $149
Across 5 paid monthly memberships with verified pricing, the median price is $149 per month. The observed range is $27 to $299 per month.
Across 11 one-time courses and cohorts with a US dollar price, the median price is $299, with a range of $189.99 to $997. The two models are not combined into one median because a lifetime-access course and a recurring membership are different purchases.
80% still teach traditional SEO
44 of 55 eligible programs still teach traditional SEO: their published curriculum explicitly includes conventional search engine optimization.
This indicates that most AI SEO education currently treats AI search as an extension of traditional search optimization.
Citation training is more common than the GEO label
The GEO label appears in 71% of eligible curricula (34 of 48), while explicit LLM citation training is more common, at 76% (39 of 51). Study finding
The difference suggests that providers teach citation acquisition under several labels, including AEO and AI visibility, and that the GEO label undercounts the programs that actually teach being cited. The best AI SEO course groups are built from the recorded curriculum attributes, not from course titles.
28% name entities
17 of 60 eligible programs explicitly include entities, entity optimization or knowledge graphs in their published curriculum.
8 programs are AI tool courses, not AI search courses
8 of 65 tracked programs are AI tool courses: they teach conventional SEO with AI tools while recording No for GEO, AEO and LLM citation training. They remain in the dataset because they are sold under the AI SEO label.
AI SEO course formats
| Format | Courses | Share |
|---|---|---|
| Self-paced | 48 | 74% |
| Live cohort | 9 | 14% |
| Membership/community | 6 | 9% |
| Document/guide | 2 | 3% |
Attribute summary
| Attribute | Yes | Eligible | Share |
|---|---|---|---|
| GEO | 34 | 48 | 71% |
| AEO | 20 | 48 | 42% |
| LLM citation training | 39 | 51 | 76% |
| Entity SEO | 17 | 60 | 28% |
| AI visibility measurement | 44 | 59 | 75% |
| Traditional SEO | 44 | 55 | 80% |
| Link and mention acquisition | 25 | 57 | 44% |
| Community | 9 | 60 | 15% |
| Live support | 15 | 61 | 25% |
| Certificate | 39 | 49 | 80% |
5 of 10 AI Overview links for "AI SEO course" went to YouTube
When we searched Google for "AI SEO course" on September 28, 2026, the AI Overview at the top of the results linked to 10 sources, and 5 of those 10 links went to YouTube.
The other 5 links went to Udemy, two Coursera courses, Semrush Academy and a HubSpot masterclass. One of the YouTube links was a Short with fewer than 100 views, so view count alone did not decide which videos were cited. Search observation
Source: Google results for the United States in English on desktop, captured September 28, 2026 at 17:32 UTC. The full AI SEO course video walks through the method in under three minutes.
AI SEO Course Study conclusion
Machine summary, October 1, 2026
The study's conclusion is that the 2026 AI SEO education market remains heterogeneous. The dataset now contains 65 programs from 45 providers, with course-level verification dates retained so older records are not presented as newly checked. Across eligible records, 76% teach LLM citation training, 71% explicitly teach GEO and 75% teach AI visibility measurement.
The complete dataset and methodology are published by the AI SEO Course Study 2026 so these findings can be independently checked: view the AI SEO courses, view the methodology, view the sources, download the data.
How to cite these findings
Use this reference when you cite these findings:
AI SEO Course Study (2026). AI SEO Course Study 2026: Findings. Dataset version 2.2, October 1, 2026. https://aiseocourse.study/findings/. Licensed CC BY 4.0; attribution to AI SEO Course Study.