2308.2026
Build Systems, Set Goals: A Goal-Oriented Approach to AI in SEO and Product Work
A practical approach to AI systems: goals, context, task files, agent loops, verification, and the limits of delegation.
Topic
SEO Systems
Repeatable SEO workflows built from data, context, product constraints, and verification.
6 articles
From newest to foundational→
2308.2026
From Failure to Fix: How AI Helps Solve SEO Problems in Hours, Not Weeks
How to use AI for SEO decision-making, traffic analysis, technical troubleshooting, and early risk detection.
1109.2025
AI for Programmatic SEO: Context Before Content at Scale
A practical context-engineering system for combining SEO data, project knowledge, small models, agents, and repeatable workflows.
0104.2025
Programmatic SEO Is a Data System, Not a Page Factory
How intent, enrichment, indexation, testing, localization, and data infrastructure make large-scale SEO sustainable.
1110.2024
The Inspector Gadget Mindset for AI-Assisted SEO
How to choose AI tools by task, model size, cost, context, and team capacity - and turn experiments into reusable SEO systems.
3005.2023
Product-Led SEO Starts with Analytics, Not Opinions
A practical framework for connecting SEO, product work, data warehouses, revenue, and small evidence-led experiments.