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   serp-research · lionelndong

   Turn accepted search evidence into an intent, competitor, and information-gain brief.
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   visual-package · lionelndong

   Build a visual sequence that proves, explains, and supports decisions.
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   draft-and-rewrite · lionelndong

   Write a useful, author-consistent article and substantively improve it before verification.
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   candidate-selection · lionelndong

   Select one publishable SEO opportunity from verified Ahrefs evidence.
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   product-and-author-truth · lionelndong

   Bind content to live product proof and an accountable author voice.
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   adversarial-quality-gate · lionelndong

   Decide whether an article deserves publication through hard checks and skeptical comparison.
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   portfolio-and-measurement · lionelndong

   Improve existing content and close the learning loop without cannibalizing new-content work.
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   claims-links-product-proof · lionelndong

   Verify the article’s factual, product, citation, and link integrity before visual production.
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   preview-publish-live-audit · lionelndong

   Produce a clean publishing payload, validate it, publish once when authorized, and verify the rendered result.
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    outline-and-article-promise · lionelndong

    Produce an answer-first outline that makes the research decision executable.
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