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Role: Lead Product Architect
What I built:
I developed GEO Shaper, a high-end "Generative Engine Optimization" platform that allows brands to monitor, analyze, and influence how they are perceived by AI Search Engines and LLMs. It’s the next evolution of SEO for the AI era.
The Command Center: Built a real-time intelligence dashboard tracking brand dominance and "Global AI Presence Scores" across 14+ major LLMs (Gemini, ChatGPT, Claude, Perplexity, etc.).
Live AI Intercepts: Engineered a "listening" system that captures and analyzes real-time LLM outputs, extracting sources and sentiment with high confidence (85%+).
Deep AEO Optimizer & Graph Booster: Developed tools to inject brand authority into AI knowledge graphs, ensuring the brand becomes the "preferred source" for high-intent queries.
Prompt Engine & Intent Analytics: Built a module to identify "Top Converting Prompts"—the exact queries driving AI referral traffic—and optimize for them specifically.
Sentiment Shield & Reputation Management: Integrated a system to monitor and neutralize negative AI hallucinations or bias against a brand in generative responses.
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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How are you actually structuring your AI workflow right now - are your tools connected, or are you still using them separately?
I’ve landed on a pretty simple system using just Claude + Flora.
Claude is where I develop the thinking - my existing brand direction, concepts, and refining prompts until they actually reflect the creative intent behind the project.
Flora is where that intent becomes visual. It’s a node-based canvas, so I can generate imagery, iterate variations, drop in mockups, and build full product scenes in one connected system.
I don’t see AI replacing design thinking. I see it speeding up execution while I stay fully in control of direction, taste, and decisions.
Curious to hear from you guys 🤔
📢 What does your AI workflow look like right now?
📢 What tools are you actually using day to day?
📢 And is there anything you think I should check out?
Would love to hear how others are building their systems.
this is wonderful, i love your lightning!
I have been using Claude Code for 2 months now, and i'm now at a level where i'm able to produce production ready components from designs.
I couldn't find the right component in Shadecn so I created and tweaked my own side nav bar, and the way of how I wish this experience would feel, you can see on the left my idea of build, and on the right the execution after a couple prompts.
It's like the smallest thing ever, but basically, I hate jumpy dashboard when one minimizes it, in this example you get to see how smoothly it closes.
No layout jumps, or random logo flashes, or jumpy-ness.
If you care about little details like this, you can definitely ship quality-grade products with AI.
My fear is shipping AI-Slop, so I spend a good amount of times (and tokens) until i'm happy with what I see.
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