GTM operator · Business growth
I turn attention into pipeline.
I build practical go-to-market systems across research, positioning, outbound, content, creative and automation — then operate them until the handoffs work.
Operating thesis
Research → position → create → distribute → learn. One loop, fewer broken handoffs.
Built with the tools I deploy for clients
Vercel
Claude
GitHub
Notion
n8n
ElevenLabsVercelClaudeGitHubNotionn8nElevenLabsSelected work
Every project links to something real.
A live store, a live repo, or a published video — never a mockup.
AI Radar — Daily AI News Automation
A free daily brief that scans every major AI vendor for new releases and emails a 6am dashboard, fully automated with zero paid AI.
RABBIO — Live Store + Agent Pipeline
A real Shopify store run by a 21-skill AI agent pipeline: demand research, copy, a 5-flow Klaviyo lifecycle, and Meta ad campaigns.
Finding Winning Products with an AI Agent
Live build: wiring an ad-spy tool (gethookd) into Claude to find winning ecommerce products in minutes instead of hours of manual scrolling.
The GTM system
From market signal to working pipeline.
Strategy only matters when it survives contact with execution. I connect the steps and build the operating rhythm around them.
Research the market and turn customer language into a sharp offer, message hierarchy and clear reasons to act.
Build the acquisition motion: outbound lists, personalised outreach, content angles, creative testing and follow-up handoffs.
Systemise the work with AI and automation so the operation can move faster without becoming harder to control.
Proof, not theatre
An operator who still runs his own systems.
I am still early, so the honest proof is the operating system itself: live builds, connected workflows and lessons documented in public.
Live ecommerce proving ground
Operator skills across the growth workflow
Stages connected in the RABBIO pipeline
Invented client logos or borrowed case studies
Creative testing
Creative built as a growth input.
Every creator, room and voice below is generated. The formats were built for my own ecommerce proving ground: hook-led, paid-social ready and made to produce a learnable signal.
Vitality Mushroom Coffee
Afternoon crash hook, desk setting, product held to camera.
Vitality Mushroom Coffee
Same brand, second creator and setting, cut to match the first spot.
Neck Restore
Three creators, three rooms, one product held consistent across every shot.
RABBIO Wellness NAD+
Supplement routine, label and packaging legible in every generated frame.
The operating loop
Three ventures. One growth system.
RABBIO
Founder of RABBIO
A real Shopify store run as the proving ground for AI automation — demand research, copy, ads, email lifecycle, and SEO, all agent-built.
Visit the storeMizan AI
Founder of Mizan AI
AI automation systems for ecommerce operators and agencies, sold as a service. Every build starts as a free Revenue Leak Audit.
Visit Mizan AIAI Operator Lab
Founder of AI Operator Lab
A free community for operators building with AI — build logs, real numbers, and the problems I don't have answers to yet, solved live with the room.
Join freeHow I got here
One connected growth loop.
RABBIO gives me a live ecommerce environment to test research, offers, creative, lifecycle and automation. The useful patterns become Mizan AI systems. The build logs become YouTube content. The audience and feedback sharpen the next iteration.
That is how I approach GTM: not as a disconnected campaign, but as one operating loop where every asset creates evidence for the next move.
Talk to Amina
Call my AI assistant.
Ask public-safe questions about my work, Mizan AI, RABBIO, AI Operator Lab, or book a call if there is a real reason to talk.
Why I do this
Built by operating, not observing.
I learn growth by building the whole motion: find the market, sharpen the message, create the assets, launch the outreach and fix the handoffs. The system is the work.
RABBIO is the proving ground. Mizan AI turns those operator lessons into growth systems for other businesses. YouTube documents the process and creates the next conversation.
Personal details & FAQ
Personal details & FAQ
- Based in
- United Kingdom
- Focus
- Go-to-market systems and practical business growth
- Stack
- AI coding agents (Claude, Codex), Python, Next.js, Shopify, Klaviyo, Meta Ads, Notion
- Currently
- Building Mizan AI, operating RABBIO, and documenting the work
Are you a developer?+
Not by background. I architect the systems and AI agents write the code — that's the same workflow I build for clients.
What tools do you actually use?+
AI coding agents — Claude, Codex, and others — for building agents and automations, Python for the tooling underneath them, Next.js/Vercel for web, and Shopify, Klaviyo, Meta Ads, and Notion as the operating data layer.
How can I work with you?+
Start with a free Revenue Leak Audit through Mizan AI, or join AI Operator Lab to see the build logs first before anything else.
Is any of this just talk?+
No — every project on this page links to something real: a live store, a live repo, or a published video. If it can't link to something real, it doesn't go on the page.