Collect product reviews and product rating summaries across major ecommerce platforms.

Use one Pangolinfo API Key to collect consumer reviews and rating statistics from TikTok Shop, Walmart, Costco, Best Buy, Sam’s Club, Target and Naver Shopping. Responses use the code / message / pointCost / data structure.

Supported Ecommerce Platforms

Rating Summary provides the average rating, review count and rating distribution. See each endpoint for available fields.

Billing Rules

Standard rate: 0.8 points per valid primary result.

EndpointBilling unitExample
ReviewsUnique returned reviews within one response10 reviews = 8 points
Rating SummaryEach successfully returned rating summary1 product = 0.8 points
  • An empty review list costs 0 points.
  • A successful rating summary costs 0.8 points, including a product with zero reviews.
  • Failed collection costs 0 points.
  • Duplicate review IDs count once per response. Separate calls and pages are billed separately, including cached results. The actual charge is recorded in pointCost.

For AI agent integration, see MCP。