What AI Overviews actually reward — 40 client sites, one pattern
The pages that get pulled into AI answers aren't the longest — they're the ones that answer a sub-question cleanly in the first 300 words.
building SERP Forge · notes from the desk
Hey, I’m Suraj. I run SERP Forge, a SaaS marketing company - the organic growth engine for B2B SaaS - from India. This is my open notebook: what I’m building, the experiments that work (and don’t), and the long story in between.
The pages that get pulled into AI answers aren't the longest — they're the ones that answer a sub-question cleanly in the first 300 words.
30 minutes on building search systems that survive algorithm changes, to a room of 120 founders and marketers.
A weekend build: an MCP workflow that flags pages losing impressions before they lose rankings.
How a ₹500-an-article freelancer turned into a 12-person agency — and why we stopped calling ourselves an SEO shop.
Short take on this week's change and the three things every SEO team should check before Monday.
You don't build a team by hiring people who need less managing. You build it by becoming someone worth being managed by.— a note to myself, after a hard week
What remote-managing a team from the mountains taught me about which meetings actually matter.
New writing, experiments, and the occasional story — straight to your inbox. Two to four emails a month.