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The Intelligence Era: Treat Every Customer Like a Market of One

The Intelligence Era: Treat Every Customer Like a Market of One

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Most teams use AI like a fancier word processor. We went further with Lee Russell—best-selling author, product strategist, and founder of Minimal Viable Launch—to show how unstructured data and AI agents can transform a business from mass-market to market-of-one. The shift is simple to say and powerful to execute: capture what buyers tell you, store the meaning (not just the words), and let agents assemble bespoke proposals, emails, and sales materials in minutes.

We start with the bottleneck entrepreneurs know too well: discovery calls packed with insights that die in notebooks. Lee breaks down vector databases in plain language—how transcripts become searchable “meaning” through embeddings—and why that unlocks personalization at scale. He shares a compelling case study of a university replacing generic prospectuses with custom booklets tailored to each student’s goals, turning interest into action with materials that feel hand-made.

From there, we map the path out of copy-paste ChatGPT workflows into true automation. Using tools like n8n, LangChain, or LangGraph, agents can ingest transcripts, retrieve the right context, generate documents, and deliver them—no human glue required. We also reframe marketing with Google’s “messy middle”: instead of blasting one email to 10,000 people, collect richer qualitative data and send 10,000 different emails, each grounded in what the recipient cares about. If the tech sounds daunting, Lee offers a practical entry point: run short customer interviews, transcribe them, and build a custom GPT that role-plays your buyer. It’s a fast, accessible way to capture voice-of-customer and improve offers immediately.

We close with a clear build-versus-buy lens. Buy agents for generic tasks; build when it touches your core IP—your diagnosis, methodology, or delivery—because that’s your moat. The models are a commodity; your unstructured data is not. Ready to treat every customer like a market of one and outpace competitors who still spray and pray? Hit play, take notes, and then try the simple customer-interview exercise this week. If this sparks ideas, subscribe, share with a teammate, and leave a review telling us the first workflow you’ll automate.

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