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.
Products I'm building right now.
SEO Audit Agent
Audit any page against 27+ checks across technical SEO, content, AI-search readiness and schema - then download a Fix Pack with the rewritten tags and JSON-LD.
AI Visibility Grader
See how often ChatGPT, Gemini and Google AI Overviews mention, cite and recommend your brand. Get a 0-100 AI visibility score plus the gaps to close. Free.
Schema Generator
Feed a sitemap or URL list and generate validated, page-specific JSON-LD structured data for every page. Free schema markup generator, no signup needed.
Growth Dashboard OS
Connect Google Search Console and get striking-distance keywords, CTR gaps, decaying and winning pages, plus an AI digest. Free, read-only, nothing stored.
Keyword Clustering Agent
Paste or upload thousands of keywords and get them grouped into intent-based topic clusters with pillar-page suggestions in seconds. Free, CSV and Sheets ready.
Metadata Copilot
Generate and score title tags and meta descriptions against the live SERP, with character counts and pixel-safe previews. Free, no signup, bulk mode included.
On AI search, in depth.
How to get cited by ChatGPT, Perplexity and Google AI Overviews
What makes a passage quotable, and the structural work that gets you into AI answers.
GuideGEO vs SEO vs AEO: what actually changes
What transfers from classic SEO, what is genuinely new, and what is hype.
GuideAI crawlers explained: GPTBot, ClaudeBot and PerplexityBot
The user agents, how to verify them, and what blocking them actually costs.
Systems that compound, not campaigns that expire.
SEO operating systems
The full machine - templates, internal-link graphs, and forecasting that turns organic into owned infrastructure.
AI agents & copilots
Agents that audit, brief, and prioritize - doing the mechanical 80% so your team spends time on the decisions.
Content velocity
A planning-to-publish pipeline that ships volume without quality drift or losing the thread.
Automation & pipelines
The glue: data flows, monitoring, and reclaim workflows that run quietly while you sleep.
Growth dashboards
One surface that pulls organic signals together - the view a team actually opens every morning.
Measurement you trust
Attribution modelled to the journey, not the last click - numbers your gut and your CFO both believe.
Three steps, fully in the open.
Map the system
We pin down where growth actually comes from, what's leaking, and the highest-leverage place to build first.
Build in the open
I ship the system in stages - you see every prototype, every agent, and the dead ends, as they happen.
Hand over the machine
You don't rent the result - you own the system, the playbook, and the tooling that keeps compounding.
Most teams rent their growth. I help you own the machine that produces it - measurable, forecastable, and built to outlast any single campaign.
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.