# productRecommendations - storefront - QUERY Version: 2025-04 ## Description Find recommended products related to a given `product_id`. To learn more about how recommendations are generated, see [*Showing product recommendations on product pages*](https://help.shopify.com/themes/development/recommended-products). ### Access Scopes ## Arguments * [intent](/docs/api/storefront/2025-04/enums/ProductRecommendationIntent): ProductRecommendationIntent - The recommendation intent that is used to generate product recommendations. You can use intent to generate product recommendations on various pages across the channels, according to different strategies. * [productHandle](/docs/api/storefront/2025-04/scalars/String): String - The handle of the product. * [productId](/docs/api/storefront/2025-04/scalars/ID): ID - The id of the product. ## Returns * [adjacentVariants](/docs/api/storefront/2025-04/objects/ProductVariant): ProductVariant! A list of variants whose selected options differ with the provided selected options by one, ordered by variant id. If selected options are not provided, adjacent variants to the first available variant is returned. Note that this field returns an array of variants. In most cases, the number of variants in this array will be low. However, with a low number of options and a high number of values per option, the number of variants returned here can be high. In such cases, it recommended to avoid using this field. This list of variants can be used in combination with the `options` field to build a rich variant picker that includes variant availability or other variant information. * [availableForSale](/docs/api/storefront/2025-04/scalars/Boolean): Boolean! Indicates if at least one product variant is available for sale. * [category](/docs/api/storefront/2025-04/objects/TaxonomyCategory): TaxonomyCategory The category of a product from [Shopify's Standard Product Taxonomy](https://shopify.github.io/product-taxonomy/releases/unstable/?categoryId=sg-4-17-2-17). * [compareAtPriceRange](/docs/api/storefront/2025-04/objects/ProductPriceRange): ProductPriceRange! The [compare-at price range](https://help.shopify.com/manual/products/details/product-pricing/sale-pricing) of the product in the shop's default currency. * [createdAt](/docs/api/storefront/2025-04/scalars/DateTime): DateTime! The date and time when the product was created. * [description](/docs/api/storefront/2025-04/scalars/String): String! A single-line description of the product, with [HTML tags](https://developer.mozilla.org/en-US/docs/Web/HTML) removed. * [descriptionHtml](/docs/api/storefront/2025-04/scalars/HTML): HTML! The description of the product, with HTML tags. For example, the description might include bold `` and italic `` text. * [encodedVariantAvailability](/docs/api/storefront/2025-04/scalars/String): String An encoded string containing all option value combinations with a corresponding variant that is currently available for sale. Integers represent option and values: [0,1] represents option_value at array index 0 for the option at array index 0 `:`, `,`, ` ` and `-` are control characters. `:` indicates a new option. ex: 0:1 indicates value 0 for the option in position 1, value 1 for the option in position 2. `,` indicates the end of a repeated prefix, mulitple consecutive commas indicate the end of multiple repeated prefixes. ` ` indicates a gap in the sequence of option values. ex: 0 4 indicates option values in position 0 and 4 are present. `-` indicates a continuous range of option values. ex: 0 1-3 4 Decoding process: Example options: [Size, Color, Material] Example values: [[Small, Medium, Large], [Red, Blue], [Cotton, Wool]] Example encoded string: "0:0:0,1:0-1,,1:0:0-1,1:1,,2:0:1,1:0,," Step 1: Expand ranges into the numbers they represent: "0:0:0,1:0 1,,1:0:0 1,1:1,,2:0:1,1:0,," Step 2: Expand repeated prefixes: "0:0:0,0:1:0 1,1:0:0 1,1:1:1,2:0:1,2:1:0," Step 3: Expand shared prefixes so data is encoded as a string: "0:0:0,0:1:0,0:1:1,1:0:0,1:0:1,1:1:1,2:0:1,2:1:0," Step 4: Map to options + option values to determine existing variants: [Small, Red, Cotton] (0:0:0), [Small, Blue, Cotton] (0:1:0), [Small, Blue, Wool] (0:1:1), [Medium, Red, Cotton] (1:0:0), [Medium, Red, Wool] (1:0:1), [Medium, Blue, Wool] (1:1:1), [Large, Red, Wool] (2:0:1), [Large, Blue, Cotton] (2:1:0). * [encodedVariantExistence](/docs/api/storefront/2025-04/scalars/String): String An encoded string containing all option value combinations with a corresponding variant. Integers represent option and values: [0,1] represents option_value at array index 0 for the option at array index 0 `:`, `,`, ` ` and `-` are control characters. `:` indicates a new option. ex: 0:1 indicates value 0 for the option in position 1, value 1 for the option in position 2. `,` indicates the end of a repeated prefix, mulitple consecutive commas indicate the end of multiple repeated prefixes. ` ` indicates a gap in the sequence of option values. ex: 0 4 indicates option values in position 0 and 4 are present. `-` indicates a continuous range of option values. ex: 0 1-3 4 Decoding process: Example options: [Size, Color, Material] Example values: [[Small, Medium, Large], [Red, Blue], [Cotton, Wool]] Example encoded string: "0:0:0,1:0-1,,1:0:0-1,1:1,,2:0:1,1:0,," Step 1: Expand ranges into the numbers they represent: "0:0:0,1:0 1,,1:0:0 1,1:1,,2:0:1,1:0,," Step 2: Expand repeated prefixes: "0:0:0,0:1:0 1,1:0:0 1,1:1:1,2:0:1,2:1:0," Step 3: Expand shared prefixes so data is encoded as a string: "0:0:0,0:1:0,0:1:1,1:0:0,1:0:1,1:1:1,2:0:1,2:1:0," Step 4: Map to options + option values to determine existing variants: [Small, Red, Cotton] (0:0:0), [Small, Blue, Cotton] (0:1:0), [Small, Blue, Wool] (0:1:1), [Medium, Red, Cotton] (1:0:0), [Medium, Red, Wool] (1:0:1), [Medium, Blue, Wool] (1:1:1), [Large, Red, Wool] (2:0:1), [Large, Blue, Cotton] (2:1:0). * [featuredImage](/docs/api/storefront/2025-04/objects/Image): Image The featured image for the product. This field is functionally equivalent to `images(first: 1)`. * [handle](/docs/api/storefront/2025-04/scalars/String): String! A unique, human-readable string of the product's title. A handle can contain letters, hyphens (`-`), and numbers, but no spaces. The handle is used in the online store URL for the product. * [id](/docs/api/storefront/2025-04/scalars/ID): ID! A globally-unique ID. * [isGiftCard](/docs/api/storefront/2025-04/scalars/Boolean): Boolean! Whether the product is a gift card. * [metafield](/docs/api/storefront/2025-04/objects/Metafield): Metafield A [custom field](https://shopify.dev/docs/apps/build/custom-data), including its `namespace` and `key`, that's associated with a Shopify resource for the purposes of adding and storing additional information. * [metafields](/docs/api/storefront/2025-04/objects/Metafield): Metafield! A list of [custom fields](/docs/apps/build/custom-data) that a merchant associates with a Shopify resource. * [onlineStoreUrl](/docs/api/storefront/2025-04/scalars/URL): URL The product's URL on the online store. If `null`, then the product isn't published to the online store sales channel. * [options](/docs/api/storefront/2025-04/objects/ProductOption): ProductOption! A list of product options. The limit is defined by the [shop's resource limits for product options](/docs/api/admin-graphql/latest/objects/Shop#field-resourcelimits) (`Shop.resourceLimits.maxProductOptions`). * [priceRange](/docs/api/storefront/2025-04/objects/ProductPriceRange): ProductPriceRange! The minimum and maximum prices of a product, expressed in decimal numbers. For example, if the product is priced between $10.00 and $50.00, then the price range is $10.00 - $50.00. * [productType](/docs/api/storefront/2025-04/scalars/String): String! The [product type](https://help.shopify.com/manual/products/details/product-type) that merchants define. * [publishedAt](/docs/api/storefront/2025-04/scalars/DateTime): DateTime! The date and time when the product was published to the channel. * [requiresSellingPlan](/docs/api/storefront/2025-04/scalars/Boolean): Boolean! Whether the product can only be purchased with a [selling plan](/docs/apps/build/purchase-options/subscriptions/selling-plans). Products that are sold on subscription (`requiresSellingPlan: true`) can be updated only for online stores. If you update a product to be subscription-only (`requiresSellingPlan:false`), then the product is unpublished from all channels, except the online store. * [selectedOrFirstAvailableVariant](/docs/api/storefront/2025-04/objects/ProductVariant): ProductVariant Find an active product variant based on selected options, availability or the first variant. All arguments are optional. If no selected options are provided, the first available variant is returned. If no variants are available, the first variant is returned. * [seo](/docs/api/storefront/2025-04/objects/SEO): SEO! The [SEO title and description](https://help.shopify.com/manual/promoting-marketing/seo/adding-keywords) that are associated with a product. * [tags](/docs/api/storefront/2025-04/scalars/String): String! A comma-separated list of searchable keywords that are associated with the product. For example, a merchant might apply the `sports` and `summer` tags to products that are associated with sportwear for summer. Updating `tags` overwrites any existing tags that were previously added to the product. To add new tags without overwriting existing tags, use the GraphQL Admin API's [`tagsAdd`](/docs/api/admin-graphql/latest/mutations/tagsadd) mutation. * [title](/docs/api/storefront/2025-04/scalars/String): String! The name for the product that displays to customers. The title is used to construct the product's handle. For example, if a product is titled "Black Sunglasses", then the handle is `black-sunglasses`. * [totalInventory](/docs/api/storefront/2025-04/scalars/Int): Int The quantity of inventory that's in stock. * [trackingParameters](/docs/api/storefront/2025-04/scalars/String): String URL parameters to be added to a page URL to track the origin of on-site search traffic for [analytics reporting](https://help.shopify.com/manual/reports-and-analytics/shopify-reports/report-types/default-reports/behaviour-reports). Returns a result when accessed through the [search](https://shopify.dev/docs/api/storefront/current/queries/search) or [predictiveSearch](https://shopify.dev/docs/api/storefront/current/queries/predictiveSearch) queries, otherwise returns null. * [updatedAt](/docs/api/storefront/2025-04/scalars/DateTime): DateTime! The date and time when the product was last modified. A product's `updatedAt` value can change for different reasons. For example, if an order is placed for a product that has inventory tracking set up, then the inventory adjustment is counted as an update. * [variantBySelectedOptions](/docs/api/storefront/2025-04/objects/ProductVariant): ProductVariant Find a product’s variant based on its selected options. This is useful for converting a user’s selection of product options into a single matching variant. If there is not a variant for the selected options, `null` will be returned. * [variantsCount](/docs/api/storefront/2025-04/objects/Count): Count The number of [variants](/docs/api/storefront/latest/objects/ProductVariant) that are associated with the product. * [vendor](/docs/api/storefront/2025-04/scalars/String): String! The name of the product's vendor. ## Examples ### Retrieve recommendations for a product Curl example: "curl -X POST \\\nhttps://your-development-store.myshopify.com/api/2025-04/graphql.json \\\n-H 'Content-Type: application/json' \\\n-H 'X-Shopify-Storefront-Access-Token: {storefront_access_token}' \\\n-d '{\n\"query\": \"query productRecommendations($productId: ID!) { productRecommendations(productId: $productId) { id } }\"\n}'\n" Node example: "const client = new shopify.clients.Storefront({\n domain: 'your-development-store.myshopify.com',\n storefrontAccessToken,\n});\nconst data = await client.query({\n data: `query productRecommendations($productId: ID!) {\n productRecommendations(productId: $productId) {\n id\n }\n }`,\n});\n" Ruby example: null Remix example: "const { storefront } = await unauthenticated.storefront(\n 'your-development-store.myshopify.com'\n);\n\nconst response = await storefront.graphql(\n `#graphql\n query productRecommendations($productId: ID!) {\n productRecommendations(productId: $productId) {\n id\n }\n }`,\n);\n\nconst data = await response.json();\n" Graphql query: "query productRecommendations($productId: ID!) {\n productRecommendations(productId: $productId) {\n id\n }\n}" #### Graphql Input null #### Graphql Response { "data": { "productRecommendations": [ { "id": "gid://shopify/Product/538825261" }, { "id": "gid://shopify/Product/263071856" }, { "id": "gid://shopify/Product/65721165" } ] } } ### Retrieve recommendations tailored for a supported intent Curl example: "curl -X POST \\\nhttps://your-development-store.myshopify.com/api/2025-04/graphql.json \\\n-H 'Content-Type: application/json' \\\n-H 'X-Shopify-Storefront-Access-Token: {storefront_access_token}' \\\n-d '{\n\"query\": \"query getComplementaryProductRecommendations($productId: ID!, $intent: ProductRecommendationIntent!) { productRecommendations(productId: $productId, intent: $intent) { id } }\"\n}'\n" Node example: "const client = new shopify.clients.Storefront({\n domain: 'your-development-store.myshopify.com',\n storefrontAccessToken,\n});\nconst data = await client.query({\n data: `query getComplementaryProductRecommendations($productId: ID!, $intent: ProductRecommendationIntent!) {\n productRecommendations(productId: $productId, intent: $intent) {\n id\n }\n }`,\n});\n" Ruby example: null Remix example: "const { storefront } = await unauthenticated.storefront(\n 'your-development-store.myshopify.com'\n);\n\nconst response = await storefront.graphql(\n `#graphql\n query getComplementaryProductRecommendations($productId: ID!, $intent: ProductRecommendationIntent!) {\n productRecommendations(productId: $productId, intent: $intent) {\n id\n }\n }`,\n);\n\nconst data = await response.json();\n" Graphql query: "query getComplementaryProductRecommendations($productId: ID!, $intent: ProductRecommendationIntent!) {\n productRecommendations(productId: $productId, intent: $intent) {\n id\n }\n}" #### Graphql Input null #### Graphql Response { "data": { "productRecommendations": [ { "id": "gid://shopify/Product/263071856" } ] } }