What it actually moved on our own site — and what it did not.
Two consecutive 28-day windows on our own domain, running an automated publishing loop.
Queries in the top 3 went from 0 to 24. Queries buried past position 50 fell from 154 to 29.
Five became seven. On 2,620 impressions. Anyone selling automation on traffic should show you this row.
Automation is excellent at the mechanical half of SEO. It is completely neutral on whether anyone searches your topic.
Research, outline, draft with citations, SEO pass, human review, publish. Six stages, not one prompt.
A basic AI writer hands you text. A platform scores it, links it, publishes it and gets it indexed.
Spend your judgement where the machine has none: picking topics with demand your domain can actually reach.
Expect coverage and consistency before traffic. The rankings chart moves long before the clicks chart.