SEO intelligence. Human perspective.
Make sense of search in the age of AI. Practical guides, thoughtful experiments, and useful tools for your next move.
The latest perspective
Work out SEO automation ROI honestly: count setup, review, repair and maintenance, find the break-even point and decide with real pilot data.
Read the storyArticle 7 min read
Work out SEO automation ROI honestly: count setup, review, repair and maintenance, find the break-even point and decide with real pilot data.
Article 6 min read
A practical AI search strategy for small teams: a 90-day plan with clear exclusions, a weekly outline, owned tasks and an honest final review.
Article 6 min read
Run an AI citation audit to see whether linked sources really support each claim. Split claims, read the passages and label the evidence.
Turn insight into action
A little learning. A better workflow. Something worth trying.
Learn the principles behind discoverable, useful websites.
Explore learning paths 02Start with a purposeful prompt. Adapt it to your own process.
Browse the prompt library 03Find focused tools that help you move from idea to execution.
Discover toolsLearning Path 110 min read
Use supplied crawl evidence to triage SEO issues, propose useful internal links, and create a verified fix plan through five text lessons.
Learning Path 100 min read
Build an evidence-led SEO content brief, draft with AI, check claims, prepare metadata, and plan meaningful updates in five practical lessons.
Experiment 5 min read
Impressions can rise while clicks or CTR fall. Review three SEO reports, current research and a segmented method for investigating AI Overviews.
Experiment 5 min read
AI citation tracking needs repeated prompts and stable conditions. Review three accounts and build a measurement plan that handles missing answers.
Evidence before hype
We value clear methods, useful sources, and honest limitations.
