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Learning Center › CCAF Certification Prep › Prompt Engineering & Structured Output

Prompt Engineering & Structured Output

Explicit Criteria Over Vague Instructions 25 min
Few-Shot Prompting Best Practices 20 min
Structured Output via tool_use 30 min
Validation, Retry & Feedback Loops 25 min
Batch Processing & Multi-Pass Review 25 min

Fractional CTO practice for B2B e-commerce. One accountable leader, a dedicated engineering team, published pricing.

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Monthly field notes — punchout, AEO, B2B migrations.

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What is a Fractional CTO?

A fractional CTO is an experienced technology leader who embeds in your company on a monthly retainer — the same strategic leadership as a $250K+ full-time hire, at the ten hours a week most B2B companies need.

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What is AI Search Visibility (AEO)?

Answer Engine Optimization structures your content and schema so AI models — ChatGPT, Claude, Perplexity — can quote and cite your business when buyers ask them who to purchase from.

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Topics

punchout

fractional-cto

bigcommerce

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