How to Rank in ChatGPT: What Works and What Doesn’t
Improve ChatGPT search discoverability, separate mentions from citations, and measure visibility without treating correlation as a ranking guarantee.
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Practical decisions
for digital teams.
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Practical guides to design, development, AI and business growth.
8 articles
Improve ChatGPT search discoverability, separate mentions from citations, and measure visibility without treating correlation as a ranking guarantee.
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A practical guide to prompt injection defense: scoped permissions, action approvals, data protection and tests for security and task fidelity.
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What a vector database stores, how search works, where it fits in RAG, and how to compare retrieval quality, permissions and operating costs.
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Trunk-based development explained: how it works, how it differs from Gitflow and feature branches, and a practical path to adopt it on your own team.
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Learn how to write a PRD step by step: problem, goals, non-goals, requirements and acceptance criteria, plus a template outline and common mistakes to avoid.
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A CI/CD pipeline automates build, test and deploy. Learn the stages, how CI differs from CD, best practices and security pitfalls, with a worked example.
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Learn how digital product teams can pilot usage based pricing, choose measurable value metrics, prepare billing operations, and forecast variable revenue.
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Use five questions to compare build, buy and partner options, estimate lifecycle costs, and document a decision your product and finance teams can review.
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