Product reviews and comments from Chinese social media in bulk (2026)

Where from, with which endpoint?

Search posts or products for the product's name, then read the comments or reviews.

How much for one product?

Xiaohongshu: a page of search and a page of comments under 20 notes, $0.42. Douyin: a page of search and 2 pages of comments under 20 videos, $0.10. Shop: a page of search and a page of reviews for 5 products, $0.12. $0.64 for about 1,000 comments and reviews. A failed call is not charged.

How do I analyse them?

Connected to Claude or ChatGPT, say: “Get the Xiaohongshu and Douyin comments about this product, sort them into results, price, packaging and service, with 3 quotes each.”

Why DataXAPI

• Steady: endpoints were available 99.9% of the last 30 days, on a public status page you can check.
• Fast: a paid call took 2.5 seconds at the median over the last 7 days (counted 2026-11-06).
• Fewer tokens: across 226 endpoints, one recorded real response each, the platform's own JSON comes to 9.2M tokens and what an AI reads through DataXAPI's MCP server to 452k, 95% fewer; the JSON of a direct API call is 90% fewer too (counted 2026-11-06). Every platform answers in one shape: the author in author, counts in metrics, the next page in page.next_cursor, so another platform needs no new parser.
• See before you pay: every endpoint's page shows a recorded real response, field by field.
• Spending you control: a failed call is not charged; each key can have a limit, X-Max-Price caps one call, and the same Idempotency-Key within 24 hours is never charged twice.
• Ready for AI: a remote MCP server listed in the official MCP registry as com.dataxapi/mcp, usable from Claude, Cursor and ChatGPT.
• Free trial of up to 333 calls, no card.

Endpoints

Each with its price; every page has the parameters, the fields and a recorded response.