Learn AI SEO
How SEO is changing with AI search, taught through a public 30-day experiment on this website.
What is here
- 01CourseA free, practical course on SEO for AI search: AEO, GEO, LLM visibility and the technical foundations underneath.
- 0230-Day ExperimentA public attempt to rank this brand-new website for "AI SEO course", with every decision and result logged.
- 03ResearchOriginal research on how AI SEO is taught and how AI search surfaces content.
- 04AboutWho is behind this website and why it exists.
Every claim carries its evidence
AI SEO advice is mostly confident and mostly unsourced. So each claim on this site is labelled, and you can tell at a glance who documented it, what is somebody’s reading of it, what was measured or seen here, and what is still only a hypothesis.
- Evidence: Documented by …
- Stated in the publisher’s own documentation. The tag names the publisher, such as Google, OpenAI or Cloudflare, and links to the page.
- Evidence: Expert / industry
- A practitioner’s or researcher’s reading of the evidence, attributed to whoever made it, with a date.
- Evidence: First-party experiment
- A deliberate change made on this website and measured, with a date, a method and its limits.
- Evidence: Observation
- Something seen on this website or in search results, dated, without a change being tested.
- Evidence: Hypothesis
- Believed but untested, stated with what would disprove it. Never written as a fact.
The log so far
Technical foundation
Canonical URLs, sitemap, robots.txt, hand-rolled metadata component and the first structured data.
SERP and competitor research
Eight competitor profiles, an intent and content-gap analysis, an entity map, and a draft blueprint for the course page.
Course architecture drafted
The earlier plan was to build the course page straight from the blueprint. Instead, a nine-module architecture and an evidence model were drafted first, for review.
Architecture reviewed and locked
Claims checked against primary sources and several corrected. The curriculum on the course page was replaced, and the change was announced on the page.
Lesson specifications
The first 27 lessons specified before any were written, each claim tied to a source and an evidence label.
First lesson published
Lesson 6.1, Crawlability, published on the course page and checked in production.
Search Console and first indexing request
Verify the site in Search Console, submit the sitemap, and record when the course page is first indexed.
Progress reports follow at days 7, 14, 21 and 30, starting from . Read the method and its limits.
What this site will not do
- No fabricated testimonials, reviews, student numbers or traffic figures.
- No claim of expertise this repository cannot back up.
- No email gate, no signup, no certificate, no upsell.
- No affiliate links and no sponsored placements.
- No pages written only to catch a keyword variation.
- No result rounded up, smoothed or quietly dropped.
Start with the course
Free, no signup, and written as the experiment runs. If something here turns out to be wrong, the correction gets published too.
Start the course