Dataset downloads, CC BY 4.0
AI SEO Course Study Dataset
The full dataset of 65 AI SEO courses from 45 providers is downloadable as JSON and CSV, together with the computed findings. Version 2.2, updated October 1, 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 |
| price_checked_date | optional; the date the headline price was last read on the provider's page, when that is later than verified_date |
| unverified | the public page did not allow the attribute to be confirmed either way; excluded from that attribute's denominator |
Citing the AI SEO course dataset
Use this reference when citing the AI SEO course dataset:
AI SEO Course Study (2026). AI SEO Course Study dataset, version 2.2, October 1, 2026. https://aiseocourse.study/data/. Reuse requires attribution and a link.