Understand the decision, risk, cost, and expected outcome.
Learn SEO from signal to outcome.
A complete SEO and AI discovery course for people doing the work: business owners, new practitioners, senior specialists, content teams, and agencies serving clients.
Use the layer your work requires.
Follow the procedure, checkpoints, and product walkthrough.
Review limitations, competing explanations, and verification.
Turn evidence into owned work and client-ready proof.
The whole operating loop.
Fundamentals come first. AI visibility, automation, and reporting sit on top of accessible pages, sound research, useful content, and disciplined measurement.
Search and AI discovery fundamentals
Understand what crawling, indexing, ranking, answer generation, and conversion each mean before changing a page or reporting a result.
- Dashboard
- Search Console
- Site Health
- Rank Tracker
Market and keyword research
Find the language, pages, competitors, and demand patterns that matter, then turn research into a qualified project list rather than an export nobody uses.
- Market Map
- Keyword Ideas
- Keyword List
- Content Plan
Search intent and site architecture
Map audience tasks to useful page types, navigation, folders, and internal paths without creating a page for every keyword variation.
- Market Map
- Keyword List
- Site Health
- Content Plan
Technical SEO
Diagnose discovery, rendering, indexation, canonicalization, structured data, sitemap, and performance problems with page-level evidence.
- Site Health
- Search Console Indexing
- Work Queue
On-page SEO
Improve titles, headings, snippets, body content, images, links, and valid structured data around a clear user task.
- Site Health Pages
- Structured Data
- Free SEO tools
Content systems
Plan, create, maintain, consolidate, and retire content based on audience value and evidence rather than publishing volume.
- Content Plan
- Search Console Decay
- Content Monitor
- Workflows
Links, authority, and reputation
Improve internal discovery, earn relevant references, and monitor public claims without buying signals or manufacturing mentions.
- Site Health
- Link Research
- Link Pipeline
- Brand
Vertical SEO playbooks
Apply the shared fundamentals to local businesses, ecommerce, publishers, services, SaaS, and international sites without forcing one business model onto everyone.
- Market Map
- Site Health
- Search Console
- Content Plan
Rank tracking and Search Console
Use first-party search performance and controlled rank monitoring together to diagnose demand, visibility, presentation, and page movement.
- Search Console
- Rank Tracker
- Insights
- Work Queue
AEO and GEO without myths
Improve accessibility, clarity, evidence, and source eligibility for search and AI experiences without inventing files, chunk formulas, or citation guarantees.
- Site Health
- AI View
- Agentic Browsing
- Free SEO tools
AI visibility research and tracking
Design buyer-centered prompts, establish a repeatable testing protocol, and track mentions, accuracy, citations, competitors, and source gaps over time.
- AI Research
- Prompt Lab
- AI Tracker
- Brand
From signals to outcomes
Turn research and diagnostics into approved work, recurring workflows, accountable execution, and client-ready proof without rebuilding reports.
- Insights
- Work Queue
- Workflows
- Xavier
No invented shortcuts.
Product figures sit beside the exact step and finished artifact they support. Estimates remain estimates. An observed result is not promoted into a ranking rule, and uncertain diagnoses include competing explanations and a way to verify them.
The academy does not recommend llms.txt, prescribed chunk lengths, AI-only schema, keyword density targets, purchased authority, or guaranteed citations. Practices and source links reviewed August 2026.