The categories describe different layers
SEO improves how search engines crawl, interpret, index, and rank pages. Generative engine optimization improves the evidence and source relationships available to generated answers. Answer engine optimization focuses on making useful answers clear, bounded, and extractable.
The labels overlap because they depend on the same website, entities, expertise, and technical foundation. A business should not need three competing content calendars.
Monitoring is not a fourth optimization strategy
Prompt tracking observes what answer systems produced for a defined sample. It does not repair canonicals, interview experts, improve a collection page, or publish a cited source. Keep observation connected to the initiative that could change the result.
Use one evidence-to-verification loop
Research the buyer question once, identify the relevant product and source evidence, propose the connected page changes, publish through the approved surface, then measure both search performance and AI citations.
- SEO: discovery and ranking foundation
- GEO: source quality and generative visibility
- AEO: clear answer passages and entities
- Monitoring: reproducible observations over time
- Execution: approved Shopify changes or GitHub pull requests