Playbook · Creators and media
SEO & AI search playbook for online course creators
People searching for a skill (“learn SQL”, “how to price a freelance project”) are rarely searching for a course. They want to learn now. A course business that publishes some lessons openly can meet them there and earn the trust that sells the paid course.
Structured data for courses has changed. Google removed Course Info documentation in 2025 because it's no longer shown, while Course list remains for providers with at least three courses. Plan with what exists now.
Updated By the LaunchRanked team7 sources checked
Searches to plan around
Query patterns and the intent behind them. We don’t quote search volumes: check your own Search Console for the ones you already appear for.
“how to [skill task]”
Learn nowFree lessons that teach one thing completely.
“learn [skill]”, “[skill] course”
Find a courseCourse landing pages with syllabus, outcomes and who it's for.
“[course] review”, “is [course] worth it”
EvaluateAnswer honestly: who it's for, who it isn't for.
“[certification] prep”
Exam prepSpecific and high-intent if you teach toward a certification.
Page families that work
Free lessons
/lessons/sql-joins
Complete lessons from the course, published openly. Each teaches something specific.
Course landing pages
/courses/sql-for-analysts
Syllabus, outcomes, time needed, prerequisites, instructor.
Learning paths
/paths/data-analyst
Order of lessons and courses for a goal.
Flashcards or practice
/flashcards/sql
If you have flashcards, Education Q&A markup can make them eligible for a Q&A carousel.
Risky page types
AI-written lessons at scale
Thin lessons generated for every subtopic are scaled content and teach badly.
Invented testimonials or student counts
Fake social proof is misleading and easy to catch.
Technical pitfalls
Course on a platform subdomain
Hosted course platforms often put your pages on their domain or a subdomain. Keep lessons and landing pages on your own domain where possible.
Video lessons with no text
Add transcripts or written summaries, and use watch pages for videos you want found.
Outdated markup
Remove Course Info markup expectations; use Course list only if you meet its requirements.
How AI assistants answer questions in this category
Assistants are asked “how do I learn [skill]?” constantly. They usually answer with a plan and some well-known resources. A course business gets cited when a free lesson explains a specific concept clearly, or when a landing page states the syllabus, time and price plainly enough to be quoted in a comparison.
What tends to earn a citation
- Free lessons that explain one concept completely.
- Course pages with syllabus, duration, price and prerequisites in text.
- Instructor pages with real credentials.
Check whether the AI crawlers you want can reach your site with our AI crawler checker.
Where links come from
Free lessons as resources
Teachers, communities and forums link to clear explanations of specific concepts.
Guest teaching
Workshops for communities and podcasts that link back.
Directories
Most startup directories don't fit courses well. Browse the directory database and pick only those that list learning products.
Browse the directory database
Each directory is checked on its own site: price, link type and review process. We never sell links.
A 90-day plan
Days 1–30
Choose free lessons
- Pick 10 lessons that teach something complete.
- Move landing pages to your own domain if possible.
- Add transcripts to video lessons.
Days 31–60
Publish and structure
- Publish the free lessons with links to the course.
- Rewrite course landing pages with syllabus and outcomes.
- Add Course list markup if you have three or more courses.
Days 61–90
Paths and loop
- Publish a learning path.
- Pitch free lessons to relevant communities.
- Rewrite titles on lessons at positions 5–20.
What to watch in Search Console
The Performance report gives clicks, impressions, CTR and average position by query, page, country, device and date. Traffic from Google's AI features is counted there too, under the Web search type (Google).
- Lesson impressions
- Shows which topics search brings.
- Course page visits from lessons
- In analytics: whether free lessons lead to sales pages.
- Queries with “course”, “learn”
- Course-intent demand.
Frequently asked questions
Won't free lessons cannibalise sales?
Usually the opposite. People buy the structure, feedback and completeness of a course, not the individual facts.
Can we still get course rich results?
Course Info was removed in 2025. Course list remains for providers with at least three courses.
Do video lessons rank?
With watch pages and markup they can appear in video results. Transcripts help the page rank as text too.
Should we host on a course platform?
Fine for delivery. Keep public lessons and landing pages on your own domain where you can.
Sources
Checked on September 23, 2026. Search patterns and page advice are our own judgement from running this playbook; we don’t quote search volumes or third-party statistics.
- Google Search Central: Latest documentation updates
- Google Search Central: Course list structured data
- Google Search Central: Education Q&A structured data
- Google Search Central: Spam policies for Google web search
- Google Search Central: Video SEO best practices
- Google Search Central: AI features and your website
- Search Console Help: Performance report