shop-app-research

Researches products, variants, shops, and reviews on Shop.app — Shopify's own cross-store shopping/discovery app, distinct from individual Shopify storefronts — using the Crawlora API, returning clean JSON. Use when the user asks to find a product across Shop.app merchants, compare shop offerings, pull Shop.app reviews, or browse a Shop.app merchant's catalog/collections — instead of scraping Shop.app pages.

Search, browse, and analyze products, variants, shops, and reviews on Shop.app — Shopify's cross-store shopping/discovery app (not to be confused with an individual Shopify storefront) — all as normalized JSON from the Crawlora API, with no HTML scraping.

When to use this skill

• "Find X on Shop.app" / "search Shop.app for running shoes."
• "What's the price range / how many shops sell X on Shop.app?"
• "Look up this Shop.app shop" / "list a merchant's Shop.app catalog or collections."
• "Pull reviews for this Shop.app product or shop."
• "Get variants / options / availability for this Shop.app product."
• Cross-store discovery, market-snapshot, or merchant due-diligence research on Shop.app.

Setup (one-time)

• Get a free Crawlora API key (2,000 credits/mo, no card) at https://crawlora.net.
• export CRAWLORA_API_KEY=sk_your_key_here
• All requests: x-api-key: $CRAWLORA_API_KEY against https://api.crawlora.net/api/v1. Missing/invalid key → 401.

How it works

1. Search / discover — /shop-app/search (query, plus deep_search, in_stock, on_sale, limit up to 50) to find candidate products by keyword. /shop-app/suggestions returns autocomplete query ideas, and /shop-app/categories lists public product categories to browse instead of searching.
2. Market snapshot — /shop-app/analysis runs the same search but returns an aggregated snapshot (price ranges, currencies, sale counts, discounts, top shops) instead of raw listings — use it for "what's the price range for X on Shop.app" without paginating results yourself.
3. Product detail — /shop-app/products/{id} for normalized product details (add variant_id to pin a specific variant).
4. Variants — /shop-app/products/{id}/variant for the exact variant matching selected_options, or /shop-app/products/{id}/variants for adjacent variants, to compare options and prices.
5. Related products & reviews — /shop-app/products/{id}/related and /shop-app/products/{id}/reviews.
6. Resolve the shop — /shop-app/products/{id}/shop finds the merchant behind a product; /shop-app/shops/{handle} fetches the merchant profile directly, and /shop-app/shops/{handle}/locations lists retail locations.
7. Browse a shop's catalog — /shop-app/shops/{handle}/products (sortable via sort_by) or /shop-app/shops/{handle}/collections/{collection_id}/products for one collection; /shop-app/shops/{handle}/typeahead searches inside a single shop; /shop-app/shops/{handle}/reviews pulls merchant reviews.

Full endpoint list, methods, and params: reference/endpoints.md.

Calling the API

sh

# Search Shop.app (GET, key=value params):
scripts/crawlora.sh /shop-app/search query="running shoes" in_stock=true | jq '.'

# Product detail:
scripts/crawlora.sh /shop-app/products/12345 | jq '{title,price}'

# Browse a shop's catalog, sorted low-to-high:
scripts/crawlora.sh /shop-app/shops/some-shop-handle/products sort_by=PRICE_LOW_TO_HIGH | jq '.'

Raw curl fallback:

sh

curl -fsS -H "x-api-key: $CRAWLORA_API_KEY" \
  "https://api.crawlora.net/api/v1/shop-app/search?query=running+shoes" | jq '.'

Endpoint reference

See reference/endpoints.md for every Shop.app endpoint this skill uses (method, path, params, description).

Examples

• Market snapshot before buying: /shop-app/analysis with query="wireless earbuds" and on_sale=true to see the current price range, discounts, and top shops selling discounted units.
• Merchant due-diligence: /shop-app/shops/{handle} + /shop-app/shops/{handle}/reviews to summarize a Shop.app merchant's profile and recent reviews before recommending it.
• Collection audit: /shop-app/shops/{handle}/products (paginate via limit) or a specific /shop-app/shops/{handle}/collections/{collection_id}/products to list a merchant's catalog with prices and flag items above/below a threshold.

Notes & limits

• Credits / pay-on-success: billed only on 2xx; free tier 2,000 credits/mo. Key at https://crawlora.net.
• Public data only — public Shop.app product/shop pages; respect Shop.app's terms.
• Security: key lives in CRAWLORA_API_KEY only — never hardcode, query-param, or commit it.
• Results are limited, not offset-paginated — search, analysis, related, reviews, shop/collection products, and suggestions/typeahead all cap out via limit (each endpoint has its own max, from 20 up to 100 for variants).
• selected_options is a JSON object, not flat key=value pairs — pass it as a JSON string (e.g. selected_options='{"Color":"Black"}'), or use repeated option.Name=value / option[Name]=value filters instead.
• sort_by on shop/collection product listings only accepts MOST_SALES, PRICE_LOW_TO_HIGH, PRICE_HIGH_TO_LOW, or RELEVANCE.