I will give you my aeo and GEO framework

Most brands try to control conversations. They run ads, push reviews, or spam communities. It doesnt work. People trust what feels unprompted.

I design GEO systems (Generative Engagement Optimization) that make your product show up naturally in discussions without fake reviews, bots, or forced posting.

We dont post for you.

We make your customers want to talk.

What I Do

I build a probabilistic GEO engine around your product:

• Extract what your customers actually value
• Turn that into repeatable, natural narratives
• Segment users into behavioral archetypes (Optimizer, Explorer, etc.)
• Design post-purchase flows that reinforce identity and memory
• Increase the probability your product is mentioned in:
• Reddit threads
• Best X discussions
• Comparison conversations

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What You Get

• GEO Audit (what people are already saying vs what they should say)
• Narrative Engineering (how your product should be talked about)
• Customer Segmentation System (AI-based archetypes)
• Post-Purchase Flow Design (email / WhatsApp strategy)
• Conversation Mapping (where your product should appear)
• Expression Framework (how users naturally describe your product)