Notes from building the SEO autopilot
Practical, current guides on automating SEO work, written by the team building Seomake. Everything here is the thinking behind the product.
July 25, 2026 · 8 min read
AI visibility score: what it measures, and how it is calculated
Two dashboards, two very different numbers for the same brand. Neither is broken. What actually goes into an AI visibility score, and why the trend is the only part worth trusting.
Read the guideJuly 24, 2026 · 9 min read
How answer engines choose which sources to cite
Answer engines do not pick a source at random. They reward pages that already rank, answer the question in the first line, and can be extracted cleanly. Here is the order they actually weigh those signals in.
Read the guideJuly 14, 2026 · 8 min read
Does AI content rank on Google? Yes, and here is what actually decides it
Google rewards helpful content however it was produced. So why does most AI content still get no traffic? Not because it was detected. Because it was redundant.
Read the guideJuly 13, 2026 · 9 min read
Generative engine optimization: how AI answer engines choose what to cite
AI answer engines do not rank a URL, they lift a passage. Here is what generative engine optimization actually means, how it differs from classic SEO, and the checklist for writing pages a model can cite.
Read the guideJuly 6, 2026 · 9 min read
How to automate SEO in 2026 without losing control
Most of the SEO week is mechanical: audits, title rewrites, internal links, briefs. Here is what is safe to hand to AI in 2026, what is not, and the approval loop that keeps you in charge.
Read the guideJuly 2, 2026 · 8 min read
The AI SEO content workflow: from keyword to published fix
A content pipeline is only as fast as its slowest handoff. This is the five-stage workflow we are building Seomake around, and how each stage feeds the next without a spreadsheet in between.
Read the guideJune 27, 2026 · 10 min read
The on page SEO checklist AI can now run for you
The classic on-page checklist has not changed much in a decade. What changed is how much of it no longer needs your hands. A walk through every check, marked human or machine.
Read the guideReading about automation is the slow way
Paste a URL into the audit and let the loop run the checklist for you in twenty seconds.
We do not train on your content and we do not sell your data. Read the security page.