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Shopograph

The product verdict layer for AI shopping agents. Before your agent recommends or buys anything, it asks Shopograph: an honest rating from reviews across the whole internet, and the lowest price at a store page we just opened and verified, in the shopper's country and currency.

Connect over MCP

Add this remote MCP server (Streamable HTTP) to Claude, ChatGPT, Cursor or any MCP client:

https://shopograph.com/mcp
ToolUse it when
get_product_verdictYou know the product (name, product page url, or barcode).
find_productsThe shopper describes a need and a budget.
compare_productsChoosing between 2 to 4 products.
get_checkA result came back pending; poll with its check_id.
get_price_historyIs today's price a good deal?

Or call the REST API

curl "https://shopograph.com/api/v1/verdict?q=Ninja+AF101&country=US"
curl "https://shopograph.com/api/v1/verdict?url=https://www.amazon.es/dp/B000SQS6L6&country=ES"
curl "https://shopograph.com/api/v1/find?need=quiet+robot+vacuum+for+pet+hair&budget_max=300&country=US"
curl "https://shopograph.com/api/v1/compare?products=Wyze+Cam+Pan+v3|TP-Link+Tapo+C200&country=GB"

Full schema: openapi.json. Summary for language models: llms.txt.

What you get back

{
  "product": "Ninja AF101 Air Fryer",
  "product_id": "us:ninja-af101-air-fryer",
  "rating": 4.4, "verdict": "BUY",
  "pros": [...], "cons": [...], "review_sources": [...],
  "rated_at": "...", "methodology": { "version": "2026.11" },
  "lowest_price": { "store": "Lowe's", "price": 89.99, "currency": "USD",
                    "url": "...", "verified_by": "store_page_opened", "checked_at": "..." },
  "offers": [...], "price_history": [...],
  "similar_pick": null, "better_reviewed_pick": null
}

Prices can take 20 to 60 seconds the first time a product is checked. If they take longer than max_wait_seconds, you get status: "pending" and a check_id to poll. Products checked recently come back instantly.

Limits and keys

Without a key: 30 product checks an hour per address. With a key (send X-API-Key or Authorization: Bearer): 2,000 an hour, larger find and compare requests. Keys are free during early access: email hello@shopograph.com with what your agent does.

Our guarantees