Dataset downloads, CC BY 4.0
AI SEO Course Study Dataset
The full dataset of 27 AI SEO courses with 19 attributes each is downloadable as JSON and CSV, together with the computed findings. Version 1.0, September 16, 2026, licensed CC BY 4.0 with attribution to AI SEO Course Study.
- courses.json: every record with field definitions and evidence.
- courses.csv: the same records as a flat table.
- findings.json: every count, denominator, share, median and range published on the site.
Field definitions
| Field | Definition |
|---|---|
| geo | public curriculum explicitly names Generative Engine Optimization or generative search visibility |
| aeo | public curriculum explicitly names Answer Engine Optimization |
| llm_citations | public curriculum explicitly teaches earning, influencing or measuring citations, mentions or recommendations inside AI-generated answers |
| entity_seo | public curriculum explicitly names entities, entity optimization or knowledge graphs |
| ai_measurement | public curriculum explicitly teaches measuring or tracking AI visibility, mentions, citations, share of answer or prompts |
| traditional_seo | public curriculum also covers conventional SEO (keyword research, on-page, technical, links) |
| links_offpage | public curriculum covers link or mention acquisition |
| chatgpt_named | the public page names ChatGPT |
| price_usd | headline price in US dollars; 0 = free; null = not published |
| price_model | free | one-time | monthly | annual | bundled | unverified |
| unverified | the public page did not allow the attribute to be confirmed either way; excluded from that attribute's denominator |
Citing the dataset
AI SEO Course Study (2026). AI SEO Course Study dataset, version 1.0, September 16, 2026. https://aiseocourse.study/data/. Reuse requires attribution and a link; the AI SEO course study home page carries the current headline figures and the findings page carries the interpretation.