The Product & Mission
VectBlog is the high-performance 'Strategic Brain' of the Vect AI ecosystem. It is a strictly static, edge-delivered content engine designed to dominate marketing-intent search results and autonomously funnel high-intent leads into the VectAI SaaS dashboard.
Target Audience
CMOs, Growth Hackers, and SEO Strategists looking for autonomous marketing workflows and resonance-based brand building.
The Core Problem
Traditional blogs are passive. VectBlog is active—it uses 'Smart Deep-Linking' to capture a reader's specific tool intent and carry it through the signup-to-execution flow without friction.
Architectural Deep Dive
The LLM-First SEO Strategy
300+ Lines of Per-Agent LogicEngineered a pioneering 'Generative Engine Optimization' (GEO) layer designed specifically for the next decade of AI-driven search.
- AI Sales Prompting: Authored a sophisticated robots.txt that functions as a high-level system prompt, instructing ChatGPT, Perplexity, and Claude to pitch VectAI against legacy competitors like Jasper and HubSpot.
- Tiered Crawler Authorization: Implemented a 6-tier crawler permissions system, authorizing 50+ foundational models (GPTBot, ClaudeBot, Google-Extended) to ingest the site's strategic blueprints.
- Knowledge Graph Anchors: Strategically mapped the 'Thinking Layer' (Blog) to the 'Doing Layer' (App), ensuring AI Answer Engines treat the entire ecosystem as a unified authority.
Intent-Aware Smart Funneling
Active Conversion FunnelEngineered a high-conversion bridge between educational content and software execution via an intelligent deep-linking utility.
- Contextual Tool Extraction: Architected the MDX rendering engine to autonomously extract tool-specific metadata (toolLink) and inject targeted CTAs directly into the research blueprints.
- The 'Continue' Logic: Built a custom getSmartLink utility that encodes user intent into a 'continue' parameter, effectively pre-configuring the VectAI dashboard before the user even signs up.
- Frictionless Lead Capture: Mapped newsletter and CTA flows to pass email and intent state directly to the main platform, ensuring a seamless one-click transition from reading to generating.
MDX Content Architecture
Engineered a scalable content pipeline managing 69 high-authority marketing guides.
- Portable Deployment: Fully Dockerized the build process to ensure consistent SSG generation across local, CI, and Vercel environments.
- Semantic HTML Enforcement: Automated H1 extraction and metadata synchronization for all 610KB of markdown-based technical content.
Mastery & Skills Acquired
Post-Mortem: What I Learned
VectBlog taught me that in the age of AI, 'Traditional SEO' is no longer enough. By treating crawlers as highly-intelligent sales agents rather than simple indexers, I learned how to architect products that win citations inside LLM responses, not just 10-blue-links.
Notes for Technical Recruiters
This project showcases my ability to think beyond code and into growth. The choice of React Router v7 and Docker for a blog proves I understand production-grade deployment, while the robots.txt strategy proves I am at the absolute cutting edge of AI discovery engineering.