Live
COREAugust core update finishes rolling outSEARCHChatGPT search expands citation sourcesSERPAI Overviews now trigger on more commercial queriesCLAUDEClaude gains web search with source linksINDEXPerplexity updates its crawling cadenceSPAMNew spam policy targets scaled AI content
Writing & building in public

AI growth systems, engineered in the open.

I'm Siddesh — an SEO leader turned product builder. I design the systems, AI agents, and automation that let marketing teams operate at scale, and I build every one of them in public.

9+
Years in SEO
8
Products shipping
6
SEO agents in build
SEO Systems/AI Agents/Automation/Technical Audits/Forecasting/Internal Linking/Growth Dashboards/Attribution/Embeddings/Build in Public/Metadata at Scale/Opportunity Finding/
01 — Selected work

Products I'm building right now.

All products →
02 — What I can build for you

Systems that compound, not campaigns that expire.

01

SEO operating systems

The full machine — templates, internal-link graphs, and forecasting that turns organic into owned infrastructure.

02

AI agents & copilots

Agents that audit, brief, and prioritize — doing the mechanical 80% so your team spends time on the decisions.

03

Content velocity

A planning-to-publish pipeline that ships volume without quality drift or losing the thread.

04

Automation & pipelines

The glue: data flows, monitoring, and reclaim workflows that run quietly while you sleep.

05

Growth dashboards

One surface that pulls organic signals together — the view a team actually opens every morning.

06

Measurement you trust

Attribution modelled to the journey, not the last click — numbers your gut and your CFO both believe.

03 — How we'd work together

Three steps, fully in the open.

STEP 01

Map the system

We pin down where growth actually comes from, what's leaking, and the highest-leverage place to build first.

STEP 02

Build in the open

I ship the system in stages — you see every prototype, every agent, and the dead ends, as they happen.

STEP 03

Hand over the machine

You don't rent the result — you own the system, the playbook, and the tooling that keeps compounding.

9
Years scaling organic
8
Products in the open
8
SEO agents planned
100%
Built in public

Most teams rent their growth. I help you own the machine that produces it — measurable, forecastable, and built to outlast any single campaign.

The growth machine — live
inputs → compounding system

Build alongside me — in public.

I share the systems, SEO agents, and AI playbooks I'm building — in the open. Get each new one in your inbox.