AI · RESEARCH · MESSAGING
ICP & Messaging Agent
Turn a product description into structured ideal customer profiles, pain points, messaging strategy and AI-evaluated positioning.
LABS
Each product is built to solve a real business problem while demonstrating strategy, execution and technical capability. From AI workflows to complete GTM operating systems, Labs is where I experiment, build and ship.
A public, self-serve tool built in n8n that tests whether a site is actually cited by ChatGPT, Claude, Perplexity and Gemini — live, in under 60 seconds — then generates a prioritized technical and content fix list.
An AI-scored, multi-channel outbound system built in Clay and n8n that sources target companies, enriches and scores them against a weighted ICP model, drafts personalized email, LinkedIn and call content per lead, and routes hot-tier leads to automatic sending — everything else queued for human review.
Launch Project →An AI-powered workflow built in n8n that captures inbound leads, enriches company intelligence using LLMs, classifies lead priority, updates CRM records, notifies Sales and streams analytics events automatically.
Launch Project →
An interactive operating system demonstrating how a one-person marketing team plans, executes and optimizes every stage of a modern B2B SaaS go-to-market engine—from customer research and positioning through acquisition, lifecycle marketing, product marketing and continuous optimization.
Launch Project →BUILT & SHIPPED
A collection of practical systems, agents and experiments spanning research, strategy, automation and growth.
AI · RESEARCH · MESSAGING
Turn a product description into structured ideal customer profiles, pain points, messaging strategy and AI-evaluated positioning.
AI · CONTENT · WORKFLOW
Transform a single piece of long-form content into a structured set of channel-ready assets and distribution formats.
SEO · RESEARCH · ANALYSIS
A practical SEO research and analysis system designed to turn search opportunities into a clearer content and growth plan.
ROADMAP
Labs is an evolving collection of interactive products focused on AI automation, search intelligence and modern B2B SaaS growth. These are the next projects currently on the roadmap.
Interactive workspace for planning SEO, GEO and AEO strategies using entity mapping, topical authority and AI search optimization.
AI-powered SDR designed to qualify inbound leads, answer product questions, schedule meetings and synchronize CRM updates automatically.
WHY I BUILD
Every product in Labs began with a real marketing problem I encountered while working with B2B SaaS companies. Instead of waiting for better tools, I build my own—combining strategy, AI, automation and modern marketing operations into practical, interactive products.
Every project is designed around a genuine workflow used by marketing or revenue teams.
Building complete systems is the fastest way to master new technologies and marketing disciplines.
Labs is an evolving collection of products. Every new project expands the capabilities of the overall ecosystem.
My goal isn't to become the best SEO, PPC or Product Marketing specialist. It's to become someone who can connect every part of modern B2B SaaS marketing into one operating system.
If you're looking for someone who enjoys solving complex marketing problems with technology, AI and execution, I'd love to connect.