Sounds like a solid deep dive, auth done right is both an art and a science.

I’ve been noticing that traditional SEO signals don’t always carry over cleanly into AI-driven search. Structure, semantics, and how clearly a page answers broad intent seem to matter more now.

That headline itself perfectly illustrates the challenge.

examples:

1. Programmatic SEO
2. Data scraping (eg. leads)
3. Mass cold outreach
4. Data processing and insights with LLMs
5. Auto-replies
6. Content repurposing (eg yt -> blog)
7. Outreach hyper-personalization (eg custom video in cold email)

Great Breakdown!!

SEO testing is one of the most powerful ways to unlock growth.

When you test changes like meta titles, internal linking, or page layouts, you learn what truly resonates with users and search engines.

Every small win adds up and testing helps you find them faster.