# 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.
