AI notes • workflows • prompts • experiments

Your living system for learning AI, SEO, and automation.

A growing knowledge hub for GEO, AEO, prompting, Python, GitHub, templates, workflows, and real-world AI experiments.

> topic: AI + SEO

> focus: GEO / AEO / crawl visibility

> workflow: Screaming Frog + AI audit

> script: log-analysis.py

> package: pandas, requests, bs4

> compare: Claude vs Gemini vs ChatGPT

What I’m Building

Core areas of AI, SEO, and technical workflows I’m actively building and testing.

How search is changing, what matters now, and how to stay visible.

Reusable prompts, structured workflows, and better ways to think through tasks.

Automation, scraping, and tools for technical SEO work.

Real systems and experiments you can keep expanding over time.

Turn crawl exports into faster technical reviews, summaries, and action items.

Identify AI crawlers, watch status codes, and see which sections are getting hit.

Use Python and packages to clean exports, build sheets, and speed up SEO tasks.

Compare ChatGPT, Claude, Gemini, and others by real-world use case.

Systems connecting AI, crawls, spreadsheets, and repeatable tasks.

Prompt packs, trackers, checklists, and reusable assets.

SEO, AEO, GEO, prompting, Python, GitHub, automation workflows, Excel help, prompt systems, and AI tool comparisons as the site grows.

Cloudflare and AI crawlers

Prompt chaining for audits

Schema clarity for AI answers