About SEO Agent Labs
Building AI-powered systems at the intersection of search, automation, and intelligent workflows. A lab, not a blog.
A lab, not a blog
Most SEO content focuses on tactics and opinions. This lab focuses on building actual tools and automation systems. The goal is to design intelligent systems that work — not write about how they theoretically could.
Each project here is a real experiment: something built, deployed, and tested — not a proof of concept that lives only in a notebook.
Three areas of focus
- AI Search visibility — how brands and content get cited, retrieved, and surfaced by LLMs and AI Overviews
- SEO automation — replacing manual workflows with intelligent agents and data pipelines
- AI marketing systems — competitive intelligence, audience research, and content strategy powered by AI
Search is changing faster than most SEO teams are adapting
AI Overviews, LLM-powered answers, and AI-driven search assistants are changing how content gets discovered and how brands get recommended. The SEO playbook from 2020 is increasingly incomplete.
SEO Agent Labs exists as a space to experiment with these shifts in real time — to build tools that explore the new landscape, not just write about it. The experiments here are an attempt to understand what actually works.
3 tools built so far
Competitive Intelligence Agent
Multi-agent pipeline for automated competitor monitoring and AI-driven insight delivery.
Reddit Intelligence Tool
Streamlit app for analyzing Reddit discussions: brand sentiment, share of voice, content opportunities.
Internal Linking Tool
Embedding-based tool for surfacing semantic internal linking opportunities at scale.
Want Something Built?
Interested in a custom AI workflow, automation tool, or similar system for your team?