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justvitamin/content_population_exports/scraping_only_source_model.md
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Omair Saleh 056c47581f feat: editorial review dashboard + elite-grade pilot batch (5 SKUs) 
Ships the second dashboard surface — a Pattern Library + Preview Theatre — that
presents the 4-section PDP pilot batch back to Umar, compliance, and the board
in an editorial format. Adds the full data layer that drives it: 5 source-backed
per-SKU drafts at QA 100/100, 15 competitor PDP semantic extracts, PubMed
evidence packs, EFSA claims library extension, JV brand voice guide, hand-curated
product FAQs, and the Matrixify-ready CSV exports for Lewis.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-06-02 18:50:09 +08:00

2.2 KiB
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Scraping-only source model

Generated: 2026-05-20T03:21:07.586Z

Principle

No PDP content generation should run until raw source capture exists and the JV migration database has supplied product truth.

Source roles

  • JV database = product truth: title, SKU, variant, format, ingredients, directions, warnings, old URL, price, barcode, stock.
  • Amazon = marketplace listing/review evidence, not product truth.
  • Competitors = positioning and offer comparison, not product truth.
  • Trustpilot = brand trust/review voice, mostly brand-level unless product-specific rows are captured.
  • Reddit = category language and objections, not product claims.

Top-3 canonical scrape targets

Turmeric with BioPerine

  • Current dashboard SKU: JV-TURMERIC500
  • Canonical scrape SKU: JV-TURMERIC500
  • Status: canonical_ok
  • JV DB title: Turmeric with BioPerine® (Black Pepper Extract)
  • JV DB variant SKUs: JV-TURMERIC500-120, JV-TURMERIC500-60
  • Product truth source: available
  • Amazon: partial_raw_available
  • Competitors: partial_raw_available
  • Trustpilot: brand_raw_available
  • Reddit: partial_category_raw_available

Vitamin D Effervescent 1000iu

  • Current dashboard SKU: JV-D1000
  • Canonical scrape SKU: JV-DEFF1000
  • Status: current_sku_mismatch_use_canonical
  • JV DB title: Vitamin D Effervescent 1000iu
  • JV DB variant SKUs: JV-DEFF1000-20, JV-DEFF1000-60
  • Product truth source: available
  • Amazon: partial_raw_available
  • Competitors: partial_raw_available
  • Trustpilot: brand_raw_available
  • Reddit: partial_category_raw_available

Visisoft Original 10mg

  • Current dashboard SKU: JV-VISISOFT
  • Canonical scrape SKU: JV-VISISOFT
  • Status: canonical_ok
  • JV DB title: Visisoft™ Original (10mg)
  • JV DB variant SKUs: JV-VISISOFT-90, JV-VISISOFT-180
  • Product truth source: available
  • Amazon: partial_raw_available
  • Competitors: partial_raw_available
  • Trustpilot: brand_raw_available
  • Reddit: partial_category_raw_available

Critical correction

  • Vitamin D Effervescent 1000iu is JV-DEFF1000 in the JV migration database. JV-D1000 is High Strength Vitamin D3 1000iu tablets. Scraping and downstream research must use the canonical SKU for the actual product being researched.
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