YouTube Shopping Product Discovery

Find products promoted in YouTube videos, YouTube Shorts, and creator content. This actor helps you discover what products creators are pushing, what shopping links appear around a keyword, and which retailers, offers, and product categories are showing up across YouTube shopping content.

If you need a YouTube shopping scraper, YouTube product discovery tool, YouTube affiliate product scraper, creator storefront scraper, or YouTube product research actor, this is built for that workflow.

What this actor does

This actor discovers products promoted through:

• YouTube search results
• YouTube Shorts
• creator videos
• video description links
• shopping, merch, and product shelf links on video pages

It turns those discoveries into structured rows you can use for:

• YouTube product research
• affiliate product discovery
• creator commerce research
• influencer product tracking
• ecommerce sourcing
• retailer and offer discovery
• niche and trend research

Best use cases

• Discover products promoted by creators in a niche
• Find YouTube shopping links for terms like amazon finds, viral gadgets, beauty must haves, creator storefront finds, desk setup essentials, and similar product-led queries
• Research what products influencers and affiliate creators are featuring
• Build product lists from YouTube shopping content
• Find repeated product promotions across multiple creators or videos
• Track which retailers appear most often in creator-driven product discovery content
• Source ecommerce and affiliate product ideas from YouTube
• Support TikTok Shop, Amazon, Shopify, Walmart, Etsy, and general creator-commerce research

Who this is for

• Affiliate marketers
• ecommerce operators
• product sourcing teams
• creator partnership teams
• influencer marketing agencies
• media buyers researching creator-led product demand
• marketplace and trend researchers

Inputs

You can run the actor with:

• search queries for YouTube shopping and creator-commerce discovery
• channel URLs for creator-specific product research
• direct video URLs when you want to inspect known videos or Shorts

Useful example query types:

• amazon finds
• viral gadgets
• beauty must haves
• kitchen gadgets
• creator storefront finds
• home organization finds
• travel essentials
• desk setup essentials
• tiktok made me buy it

Output

Each row gives you product and video discovery context such as:

• product_url
• final_product_url
• product_domain
• retailer_name
• product_title_guess
• source_type
• discovery_score
• discovery_tier
• video_title
• video_url
• channel_name
• views_text
• published_at

This makes it useful for both quick manual review and downstream enrichment pipelines.

Why people use it

• YouTube is one of the largest product discovery channels online
• creators, affiliates, and storefront-style videos constantly surface new products
• many product trends appear in creator content before they fully saturate other channels
• manual research across YouTube videos, Shorts, and creator pages is slow and inconsistent

This actor speeds that up by collecting YouTube shopping discoveries into a usable dataset.

Typical workflows

YouTube affiliate product research

Run niche queries, collect discovered products, and review which offers keep appearing across creators.

Creator storefront and shopping link discovery

Inspect creators or videos directly to see what products they are linking and promoting.

Ecommerce sourcing and product validation

Use YouTube creator promotion activity as one more signal for product demand, merchandising, or trend research.

Retailer and offer discovery

See which domains, stores, and product sources show up across creator-led shopping content.

Notes

• This is a YouTube product discovery actor, not a full external retailer catalog scraper.
• It is designed for finding product opportunities and creator-linked shopping activity, not for scraping every product detail from every retailer site.
• No proxy is required for the default workflow. Use proxy only when your specific use case needs it.

Search terms this actor is relevant for

YouTube shopping scraper, YouTube product scraper, YouTube product discovery, YouTube affiliate scraper, YouTube creator storefront scraper, YouTube shopping links scraper, YouTube influencer product scraper, creator commerce scraper, ecommerce product research, influencer product discovery, YouTube merch shelf scraper, YouTube Shorts product discovery, creator product research, affiliate product discovery, product sourcing scraper.