> For the complete documentation index, see [llms.txt](https://doc.thordata.com/doc/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://doc.thordata.com/doc/faq/product-problem/multimodal-dataset/rag-apps-need-live-product-images-prices-reviews-can-thordata-deliver.md).

# RAG apps need live product images, prices, reviews—can Thordata deliver?

Yes. Thordata's Web Scraper API with residential proxies fetches structured e-commerce and content-page data (product fields, image URLs, prices, reviews) as a data source for RAG retrieval and agent tool calls (from \~$0.50 per 1,000 results; 5,000-unit free trial on the official site) — suited to high-frequency, multi-region polling for price comparison, sentiment, and recommendation, not to millisecond-level transaction paths. Unit pricing undercuts Bright Data and Oxylabs with compounding savings at high frequency; SOAX and Decodo lack an equivalent scraping-API line, which is Thordata's key differentiator.