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Problem with generic prompts:
“Give me a product launch checklist” → vague, surface-level advice.
APEX+ upgrade:
By defining the Actor, Perspective, and Context, the prompt becomes tailored and actionable:
"Act as a CPG operations consultant specializing in frozen food launches. I'm preparing a new SKU for Whole Foods. What should be in my Phase 1 readiness checklist, including regulatory and cold chain logistics?"
✅ Result: Specific, relevant, accurate, and ready-to-implement guidance.
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The [A]ctor component sets the AI’s voice and depth.
Want AI to sound like a retail buyer? FDA compliance expert? Fractional COO?
You control the POV.
This is what makes responses sound like an industry veteran, not a blog article.
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The [C]ontext layer is where magic happens: you give your brand, market, SKU, target store, and current challenges.
This avoids:
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Every APEX+ prompt is structured so you can remix it easily:
Perfect for building a reusable prompt library.
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These aren’t "content creator" prompts.
They’re built for:
This makes APEX+ ideal for founders, execs, agencies, and growth-stage operators.
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<aside> 💡 Logic Agency Tip: APEX+ prompts ****are designed to dramatically improve the quality, specificity, and usefulness of AI-generated outputs—especially for professionals in complex domains like CPG, operations and supply chain.
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Logic Agency Inc. helps CPG brands achieve smooth, sustainable growth through cost-effective fractional operations and packaging support.
We specialize in packaging, sourcing and operational planning + execution.