Product Page Enrichment: The Data Your Feed Is Missing
Your product feed is only 20% complete. Web scraping enrichment extracts the live page data feeds miss — specifications, ingredients, size guides — and fills the gaps costing you visibility.
The Feed Data Problem
Your product feed contains: title, description, price, images, GTIN. But your live product page contains much more: specification tables, ingredient lists, size guides, warranty information, care instructions. This data lives on your website but not in your feed.
Any AI system or shopping platform that relies on your feed data sees only 20% of what your live page contains. Missing data equals missing signals for ranking, visibility, and AI shopping agent recommendations.
What Web Scraping Enrichment Extracts
Specification Tables
Your live product page has 10-30 specification fields. Your feed has none. Enrichment extracts: dimensions, weight, materials, colour options, certifications. Each spec becomes a machine-readable attribute that AI shopping agents can evaluate.
Ingredient Lists
For beauty, food, and supplements categories. Enrichment extracts the full ingredient list with percentages, allergen warnings, and certifications. Shoppers with allergies find your products. Shopping platforms surface allergen badges.
Size Guides and Fit Information
Sizing charts, fit recommendations, measurement instructions. Fewer returns, higher conversion, lower CAC through reduced return friction.
Care Instructions and Warranty
Washing instructions, storage recommendations, warranty terms. Reduces support questions. Signals quality. Feeds into competitor benchmarking.
Category Attribute Gap Detection
Enrichment reveals what is missing systematically. For a shoe category:
- 100% have dimensions and weight (basic enrichment captured them)
- 92% have colour options (extracted from spec table)
- 78% have sizing guidance (extracted from size guide)
- 34% have material sourcing (mostly missing — high-impact gap)
- 12% have warranty information (mostly missing)
Gap detection prioritizes the highest-impact data to add across your entire category.
Impact on Content Health Scores
- Before enrichment: average score 58/100
- After enrichment: average score 76/100 (18-point improvement)
- Specification coverage rises from 45% to 87%
- Organic traffic from qualified shoppers increases 22-35%
Run free enrichment on your top 100 products — see what data gaps exist and what your health scores could be.