customers - admin-graphql - QUERY

Version: 2024-04

Description:

Returns a list of customers.

Access Scopes

Arguments

• after: String - The elements that come after the specified [cursor](https://shopify.dev/api/usage/pagination-graphql).
• before: String - The elements that come before the specified [cursor](https://shopify.dev/api/usage/pagination-graphql).
• first: Int - The first `n` elements from the [paginated list](https://shopify.dev/api/usage/pagination-graphql).
• last: Int - The last `n` elements from the [paginated list](https://shopify.dev/api/usage/pagination-graphql).
• query: String - A filter made up of terms, connectives, modifiers, and comparators. | name | type | description | acceptable_values | default_value | example_use | | ---- | ---- | ---- | ---- | ---- | ---- | | default | string | Filter by a case-insensitive search of multiple fields in a document. | | | - `query=Bob Norman`
  - `query=title:green hoodie` | | accepts_marketing | boolean | | country | string | | customer_date | time | | email | string | The customer's email address, used to communicate information about orders and for the purposes of email marketing campaigns. You can use a wildcard value to filter the query by customers who have an email address specified. | | | - `email:bo.wang@example.com`
  - `email:*` | | id | id | Filter by `id` range. | | | - `id:1234`
  - `id:>=1234`
  - `id:<=1234` | | last_abandoned_order_date | time | | order_date | time | | orders_count | integer | | phone | string | The phone number of the customer, used to communicate information about orders and for the purposes of SMS marketing campaigns. You can use a wildcard value to filter the query by customers who have a phone number specified. | | | - `phone:+18005550100`
  - `phone:*` | | state | string | | tag | string | | tag_not | string | | total_spent | float | | updated_at | time | The date and time, matching a whole day, when the customer's information was last updated. | | | - `updated_at:2024-01-01T00:00:00Z`
  - `updated_at: - `updated_at:<=2024` | You can apply one or more filters to a query. Learn more about [Shopify API search syntax](https://shopify.dev/api/usage/search-syntax).
• reverse: Boolean - Reverse the order of the underlying list.
• sortKey: CustomerSortKeys - Sort the underlying list using a key. If your query is slow or returns an error, then [try specifying a sort key that matches the field used in the search](https://shopify.dev/api/usage/pagination-graphql#search-performance-considerations).

Returns

• edges: CustomerEdge! The connection between the node and its parent. Each edge contains a minimum of the edge's cursor and the node.
• nodes: Customer! A list of nodes that are contained in CustomerEdge. You can fetch data about an individual node, or you can follow the edges to fetch data about a collection of related nodes. At each node, you specify the fields that you want to retrieve.
• pageInfo: PageInfo! An object that’s used to retrieve [cursor information](https://shopify.dev/api/usage/pagination-graphql) about the current page.

Examples

• Get all customers in Canada

          Curl example: "curl -X POST \\\nhttps://your-development-store.myshopify.com/admin/api/2024-04/graphql.json \\\n-H 'Content-Type: application/json' \\\n-H 'X-Shopify-Access-Token: {access_token}' \\\n-d '{\n\"query\": \"query { customers(first: 5, query: \\\"country:canada\\\") { edges { node { id } } } }\"\n}'\n"
          Node example: "const client = new shopify.clients.Graphql({session});\nconst data = await client.query({\n  data: `query {\n    customers(first: 5, query: \"country:canada\") {\n      edges {\n        node {\n          id\n        }\n      }\n    }\n  }`,\n});\n"
          Ruby example: "session = ShopifyAPI::Auth::Session.new(\n  shop: \"your-development-store.myshopify.com\",\n  access_token: access_token\n)\nclient = ShopifyAPI::Clients::Graphql::Admin.new(\n  session: session\n)\n\nquery = <<~QUERY\n  query {\n    customers(first: 5, query: \"country:canada\") {\n      edges {\n        node {\n          id\n        }\n      }\n    }\n  }\nQUERY\n\nresponse = client.query(query: query)\n"
          PHP example: "use Shopify\\Clients\\Graphql;\n\n$client = new Graphql(\"your-development-store.myshopify.com\", $accessToken);\n$query = <<query([\"query\" => $query]);\n"
          Remix example: "const { admin } = await authenticate.admin(request);\n\nconst response = await admin.graphql(\n  `#graphql\n  query {\n    customers(first: 5, query: \"country:canada\") {\n      edges {\n        node {\n          id\n        }\n      }\n    }\n  }`,\n);\n\nconst data = await response.json();\n"
          Graphql query: "query {\n  customers(first: 5, query: \"country:canada\") {\n    edges {\n      node {\n        id\n      }\n    }\n  }\n}"
        

  input: null

  response: {
    "data": {
      "customers": {
        "edges": [
          {
            "node": {
              "id": "gid://shopify/Customer/105906728"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/408913340"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/544365967"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/554456816"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/624407574"
            }
          }
        ]
      }
    }
  }

  Get the first ten customers

          Curl example: "curl -X POST \\\nhttps://your-development-store.myshopify.com/admin/api/2024-04/graphql.json \\\n-H 'Content-Type: application/json' \\\n-H 'X-Shopify-Access-Token: {access_token}' \\\n-d '{\n\"query\": \"query { customers(first: 10) { edges { node { id } } } }\"\n}'\n"
          Node example: "const client = new shopify.clients.Graphql({session});\nconst data = await client.query({\n  data: `query {\n    customers(first: 10) {\n      edges {\n        node {\n          id\n        }\n      }\n    }\n  }`,\n});\n"
          Ruby example: "session = ShopifyAPI::Auth::Session.new(\n  shop: \"your-development-store.myshopify.com\",\n  access_token: access_token\n)\nclient = ShopifyAPI::Clients::Graphql::Admin.new(\n  session: session\n)\n\nquery = <<~QUERY\n  query {\n    customers(first: 10) {\n      edges {\n        node {\n          id\n        }\n      }\n    }\n  }\nQUERY\n\nresponse = client.query(query: query)\n"
          PHP example: "use Shopify\\Clients\\Graphql;\n\n$client = new Graphql(\"your-development-store.myshopify.com\", $accessToken);\n$query = <<query([\"query\" => $query]);\n"
          Remix example: "const { admin } = await authenticate.admin(request);\n\nconst response = await admin.graphql(\n  `#graphql\n  query {\n    customers(first: 10) {\n      edges {\n        node {\n          id\n        }\n      }\n    }\n  }`,\n);\n\nconst data = await response.json();\n"
          Graphql query: "query {\n  customers(first: 10) {\n    edges {\n      node {\n        id\n      }\n    }\n  }\n}"
        

  input: null

  response: {
    "data": {
      "customers": {
        "edges": [
          {
            "node": {
              "id": "gid://shopify/Customer/56501169"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/105906728"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/305367469"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/317070273"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/324586928"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/352184960"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/408913340"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/544365967"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/554122808"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/554456816"
            }
          }
        ]
      }
    }
  }

  Get the first ten customers updated after December 1, 2019

          Curl example: "curl -X POST \\\nhttps://your-development-store.myshopify.com/admin/api/2024-04/graphql.json \\\n-H 'Content-Type: application/json' \\\n-H 'X-Shopify-Access-Token: {access_token}' \\\n-d '{\n\"query\": \"query { customers(first: 10, query: \\\"updated_at:>2019-12-01\\\") { edges { node { id updatedAt } } } }\"\n}'\n"
          Node example: "const client = new shopify.clients.Graphql({session});\nconst data = await client.query({\n  data: `query {\n    customers(first: 10, query: \"updated_at:>2019-12-01\") {\n      edges {\n        node {\n          id\n          updatedAt\n        }\n      }\n    }\n  }`,\n});\n"
          Ruby example: "session = ShopifyAPI::Auth::Session.new(\n  shop: \"your-development-store.myshopify.com\",\n  access_token: access_token\n)\nclient = ShopifyAPI::Clients::Graphql::Admin.new(\n  session: session\n)\n\nquery = <<~QUERY\n  query {\n    customers(first: 10, query: \"updated_at:>2019-12-01\") {\n      edges {\n        node {\n          id\n          updatedAt\n        }\n      }\n    }\n  }\nQUERY\n\nresponse = client.query(query: query)\n"
          PHP example: "use Shopify\\Clients\\Graphql;\n\n$client = new Graphql(\"your-development-store.myshopify.com\", $accessToken);\n$query = <<2019-12-01\") {\n      edges {\n        node {\n          id\n          updatedAt\n        }\n      }\n    }\n  }\nQUERY;\n\n$response = $client->query([\"query\" => $query]);\n"
          Remix example: "const { admin } = await authenticate.admin(request);\n\nconst response = await admin.graphql(\n  `#graphql\n  query {\n    customers(first: 10, query: \"updated_at:>2019-12-01\") {\n      edges {\n        node {\n          id\n          updatedAt\n        }\n      }\n    }\n  }`,\n);\n\nconst data = await response.json();\n"
          Graphql query: "query {\n  customers(first: 10, query: \"updated_at:>2019-12-01\") {\n    edges {\n      node {\n        id\n        updatedAt\n      }\n    }\n  }\n}"
        

  input: null

  response: {
    "data": {
      "customers": {
        "edges": [
          {
            "node": {
              "id": "gid://shopify/Customer/56501169",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/105906728",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/305367469",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/317070273",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/324586928",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/352184960",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/408913340",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/554456816",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/567375318",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/624407574",
              "updatedAt": "2024-11-04T18:56:43Z"
            }
          }
        ]
      }
    }
  }

  Get the first ten customers with an enabled customer account

          Curl example: "curl -X POST \\\nhttps://your-development-store.myshopify.com/admin/api/2024-04/graphql.json \\\n-H 'Content-Type: application/json' \\\n-H 'X-Shopify-Access-Token: {access_token}' \\\n-d '{\n\"query\": \"query { customers(first: 10, query: \\\"state:'\\''ENABLED'\\''\\\") { edges { node { id state } } } }\"\n}'\n"
          Node example: "const client = new shopify.clients.Graphql({session});\nconst data = await client.query({\n  data: `query {\n    customers(first: 10, query: \"state:'ENABLED'\") {\n      edges {\n        node {\n          id\n          state\n        }\n      }\n    }\n  }`,\n});\n"
          Ruby example: "session = ShopifyAPI::Auth::Session.new(\n  shop: \"your-development-store.myshopify.com\",\n  access_token: access_token\n)\nclient = ShopifyAPI::Clients::Graphql::Admin.new(\n  session: session\n)\n\nquery = <<~QUERY\n  query {\n    customers(first: 10, query: \"state:'ENABLED'\") {\n      edges {\n        node {\n          id\n          state\n        }\n      }\n    }\n  }\nQUERY\n\nresponse = client.query(query: query)\n"
          PHP example: "use Shopify\\Clients\\Graphql;\n\n$client = new Graphql(\"your-development-store.myshopify.com\", $accessToken);\n$query = <<query([\"query\" => $query]);\n"
          Remix example: "const { admin } = await authenticate.admin(request);\n\nconst response = await admin.graphql(\n  `#graphql\n  query {\n    customers(first: 10, query: \"state:'ENABLED'\") {\n      edges {\n        node {\n          id\n          state\n        }\n      }\n    }\n  }`,\n);\n\nconst data = await response.json();\n"
          Graphql query: "query {\n  customers(first: 10, query: \"state:'ENABLED'\") {\n    edges {\n      node {\n        id\n        state\n      }\n    }\n  }\n}"
        

  input: null

  response: {
    "data": {
      "customers": {
        "edges": [
          {
            "node": {
              "id": "gid://shopify/Customer/324586928",
              "state": "ENABLED"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/544365967",
              "state": "ENABLED"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/554122808",
              "state": "ENABLED"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/624407574",
              "state": "ENABLED"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/649400230",
              "state": "ENABLED"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/649509010",
              "state": "ENABLED"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/839649557",
              "state": "ENABLED"
            }
          },
          {
            "node": {
              "id": "gid://shopify/Customer/1018520244",
              "state": "ENABLED"
            }
          }
        ]
      }
    }
  }

  Retrieves a list of customers

          Curl example: "curl -X POST \\\nhttps://your-development-store.myshopify.com/admin/api/2024-04/graphql.json \\\n-H 'Content-Type: application/json' \\\n-H 'X-Shopify-Access-Token: {access_token}' \\\n-d '{\n\"query\": \"query CustomerList { customers(first: 50) { nodes { id firstName lastName email phone createdAt updatedAt numberOfOrders state amountSpent { amount currencyCode } lastOrder { id name } note verifiedEmail multipassIdentifier taxExempt tags addresses { id firstName lastName company address1 address2 city province country zip phone name provinceCode countryCodeV2 } defaultAddress { id firstName lastName company address1 address2 city province country zip phone name provinceCode countryCodeV2 } taxExemptions emailMarketingConsent { marketingState marketingOptInLevel consentUpdatedAt } smsMarketingConsent { consentCollectedFrom consentUpdatedAt marketingOptInLevel marketingState } } } }\"\n}'\n"
          Node example: "const client = new shopify.clients.Graphql({session});\nconst data = await client.query({\n  data: `query CustomerList {\n    customers(first: 50) {\n      nodes {\n        id\n        firstName\n        lastName\n        email\n        phone\n        createdAt\n        updatedAt\n        numberOfOrders\n        state\n        amountSpent {\n          amount\n          currencyCode\n        }\n        lastOrder {\n          id\n          name\n        }\n        note\n        verifiedEmail\n        multipassIdentifier\n        taxExempt\n        tags\n        addresses {\n          id\n          firstName\n          lastName\n          company\n          address1\n          address2\n          city\n          province\n          country\n          zip\n          phone\n          name\n          provinceCode\n          countryCodeV2\n        }\n        defaultAddress {\n          id\n          firstName\n          lastName\n          company\n          address1\n          address2\n          city\n          province\n          country\n          zip\n          phone\n          name\n          provinceCode\n          countryCodeV2\n        }\n        taxExemptions\n        emailMarketingConsent {\n          marketingState\n          marketingOptInLevel\n          consentUpdatedAt\n        }\n        smsMarketingConsent {\n          consentCollectedFrom\n          consentUpdatedAt\n          marketingOptInLevel\n          marketingState\n        }\n      }\n    }\n  }`,\n});\n"
          Ruby example: "session = ShopifyAPI::Auth::Session.new(\n  shop: \"your-development-store.myshopify.com\",\n  access_token: access_token\n)\nclient = ShopifyAPI::Clients::Graphql::Admin.new(\n  session: session\n)\n\nquery = <<~QUERY\n  query CustomerList {\n    customers(first: 50) {\n      nodes {\n        id\n        firstName\n        lastName\n        email\n        phone\n        createdAt\n        updatedAt\n        numberOfOrders\n        state\n        amountSpent {\n          amount\n          currencyCode\n        }\n        lastOrder {\n          id\n          name\n        }\n        note\n        verifiedEmail\n        multipassIdentifier\n        taxExempt\n        tags\n        addresses {\n          id\n          firstName\n          lastName\n          company\n          address1\n          address2\n          city\n          province\n          country\n          zip\n          phone\n          name\n          provinceCode\n          countryCodeV2\n        }\n        defaultAddress {\n          id\n          firstName\n          lastName\n          company\n          address1\n          address2\n          city\n          province\n          country\n          zip\n          phone\n          name\n          provinceCode\n          countryCodeV2\n        }\n        taxExemptions\n        emailMarketingConsent {\n          marketingState\n          marketingOptInLevel\n          consentUpdatedAt\n        }\n        smsMarketingConsent {\n          consentCollectedFrom\n          consentUpdatedAt\n          marketingOptInLevel\n          marketingState\n        }\n      }\n    }\n  }\nQUERY\n\nresponse = client.query(query: query)\n"
          PHP example: "use Shopify\\Clients\\Graphql;\n\n$client = new Graphql(\"your-development-store.myshopify.com\", $accessToken);\n$query = <<query([\"query\" => $query]);\n"
          Remix example: "const { admin } = await authenticate.admin(request);\n\nconst response = await admin.graphql(\n  `#graphql\n  query CustomerList {\n    customers(first: 50) {\n      nodes {\n        id\n        firstName\n        lastName\n        email\n        phone\n        createdAt\n        updatedAt\n        numberOfOrders\n        state\n        amountSpent {\n          amount\n          currencyCode\n        }\n        lastOrder {\n          id\n          name\n        }\n        note\n        verifiedEmail\n        multipassIdentifier\n        taxExempt\n        tags\n        addresses {\n          id\n          firstName\n          lastName\n          company\n          address1\n          address2\n          city\n          province\n          country\n          zip\n          phone\n          name\n          provinceCode\n          countryCodeV2\n        }\n        defaultAddress {\n          id\n          firstName\n          lastName\n          company\n          address1\n          address2\n          city\n          province\n          country\n          zip\n          phone\n          name\n          provinceCode\n          countryCodeV2\n        }\n        taxExemptions\n        emailMarketingConsent {\n          marketingState\n          marketingOptInLevel\n          consentUpdatedAt\n        }\n        smsMarketingConsent {\n          consentCollectedFrom\n          consentUpdatedAt\n          marketingOptInLevel\n          marketingState\n        }\n      }\n    }\n  }`,\n);\n\nconst data = await response.json();\n"
          Graphql query: "query CustomerList {\n  customers(first: 50) {\n    nodes {\n      id\n      firstName\n      lastName\n      email\n      phone\n      createdAt\n      updatedAt\n      numberOfOrders\n      state\n      amountSpent {\n        amount\n        currencyCode\n      }\n      lastOrder {\n        id\n        name\n      }\n      note\n      verifiedEmail\n      multipassIdentifier\n      taxExempt\n      tags\n      addresses {\n        id\n        firstName\n        lastName\n        company\n        address1\n        address2\n        city\n        province\n        country\n        zip\n        phone\n        name\n        provinceCode\n        countryCodeV2\n      }\n      defaultAddress {\n        id\n        firstName\n        lastName\n        company\n        address1\n        address2\n        city\n        province\n        country\n        zip\n        phone\n        name\n        provinceCode\n        countryCodeV2\n      }\n      taxExemptions\n      emailMarketingConsent {\n        marketingState\n        marketingOptInLevel\n        consentUpdatedAt\n      }\n      smsMarketingConsent {\n        consentCollectedFrom\n        consentUpdatedAt\n        marketingOptInLevel\n        marketingState\n      }\n    }\n  }\n}"
        

  input: null

  response: {
    "data": {
      "customers": {
        "nodes": [
          {
            "id": "gid://shopify/Customer/56501169",
            "firstName": "Jenny",
            "lastName": "Test",
            "email": "jennytest@b2b.example.com",
            "phone": "+13125551219",
            "createdAt": "2024-11-04T18:56:43Z",
            "updatedAt": "2024-11-04T18:56:43Z",
            "numberOfOrders": "0",
            "state": "DISABLED",
            "amountSpent": {
              "amount": "0.0",
              "currencyCode": "USD"
            },
            "lastOrder": null,
            "note": null,
            "verifiedEmail": true,
            "multipassIdentifier": null,
            "taxExempt": false,
            "tags": [],
            "addresses": [],
            "defaultAddress": null,
            "taxExemptions": [],
            "emailMarketingConsent": {
              "marketingState": "SUBSCRIBED",
              "marketingOptInLevel": "SINGLE_OPT_IN",
              "consentUpdatedAt": "2005-06-16T15:00:11Z"
            },
            "smsMarketingConsent": null
          },
          {
            "id": "gid://shopify/Customer/105906728",
            "firstName": "John",
            "lastName": "Smith",
            "email": "johnsmith@example.com",
            "phone": "+16134504532",
            "createdAt": "2024-11-04T18:56:43Z",
            "updatedAt": "2024-11-04T18:56:43Z",
            "numberOfOrders": "0",
            "state": "DISABLED",
            "amountSpent": {
              "amount": "0.0",
              "currencyCode": "USD"
            },
            "lastOrder": null,
            "note": null,
            "verifiedEmail": true,
            "multipassIdentifier": null,
            "taxExempt": false,
            "tags": [],
            "addresses": [
              {
                "id": "gid://shopify/MailingAddress/105906728?model_name=CustomerAddress",
                "firstName": "John",
                "lastName": "Smith",
                "company": null,
                "address1": "124 Big Green St",
                "address2": "",
                "city": "Ottawa",
                "province": "Ontario",
                "country": "Canada",
                "zip": "K2H7A8",
                "phone": "+1(613)555-1212",
                "name": "John Smith",
                "provinceCode": "ON",
                "countryCodeV2": "CA"
              }
            ],
            "defaultAddress": {
              "id": "gid://shopify/MailingAddress/105906728?model_name=CustomerAddress",
              "firstName": "John",
              "lastName": "Smith",
              "company": null,
              "address1": "124 Big Green St",
              "address2": "",
              "city": "Ottawa",
              "province": "Ontario",
              "country": "Canada",
              "zip": "K2H7A8",
              "phone": "+1(613)555-1212",
              "name": "John Smith",
              "provinceCode": "ON",
              "countryCodeV2": "CA"
            },
            "taxExemptions": [
              "CA_STATUS_CARD_EXEMPTION",
              "US_CO_RESELLER_EXEMPTION"
            ],
            "emailMarketingConsent": {
              "marketingState": "NOT_SUBSCRIBED",
              "marketingOptInLevel": null,
              "consentUpdatedAt": "2004-06-13T15:57:11Z"
            },
            "smsMarketingConsent": {
              "consentCollectedFrom": "OTHER",
              "consentUpdatedAt": "2021-06-16T17:31:44Z",
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            "id": "gid://shopify/Customer/839649557",
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            "email": "dannydoe@b2bmigration.com",
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                "province": "British Columbia",
                "country": "Canada",
                "zip": "V2E3T1",
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                "provinceCode": "BC",
                "countryCodeV2": "CA"
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            ],
            "defaultAddress": {
              "id": "gid://shopify/MailingAddress/420236291?model_name=CustomerAddress",
              "firstName": "Danny",
              "lastName": "Doe",
              "company": "",
              "address1": "1005 Jervis St",
              "address2": "Apt",
              "city": "Ottawa",
              "province": "British Columbia",
              "country": "Canada",
              "zip": "V2E3T1",
              "phone": "16135551212",
              "name": "Danny Doe",
              "provinceCode": "BC",
              "countryCodeV2": "CA"
            },
            "taxExemptions": [],
            "emailMarketingConsent": {
              "marketingState": "NOT_SUBSCRIBED",
              "marketingOptInLevel": null,
              "consentUpdatedAt": null
            },
            "smsMarketingConsent": null
          },
          {
            "id": "gid://shopify/Customer/912646312",
            "firstName": "Bob",
            "lastName": "Bulk",
            "email": "bobbulk@example.com",
            "phone": null,
            "createdAt": "2024-11-04T18:56:43Z",
            "updatedAt": "2024-11-04T18:56:43Z",
            "numberOfOrders": "0",
            "state": "INVITED",
            "amountSpent": {
              "amount": "0.0",
              "currencyCode": "USD"
            },
            "lastOrder": null,
            "note": null,
            "verifiedEmail": true,
            "multipassIdentifier": null,
            "taxExempt": false,
            "tags": [],
            "addresses": [],
            "defaultAddress": null,
            "taxExemptions": [],
            "emailMarketingConsent": {
              "marketingState": "NOT_SUBSCRIBED",
              "marketingOptInLevel": null,
              "consentUpdatedAt": "2004-06-13T15:57:11Z"
            },
            "smsMarketingConsent": null
          },
          {
            "id": "gid://shopify/Customer/953307753",
            "firstName": "Adam",
            "lastName": "Felix",
            "email": "b2b@example.com",
            "phone": "+13125551213",
            "createdAt": "2024-11-04T18:56:43Z",
            "updatedAt": "2024-11-04T18:56:43Z",
            "numberOfOrders": "0",
            "state": "DISABLED",
            "amountSpent": {
              "amount": "0.0",
              "currencyCode": "USD"
            },
            "lastOrder": null,
            "note": null,
            "verifiedEmail": true,
            "multipassIdentifier": null,
            "taxExempt": false,
            "tags": [],
            "addresses": [],
            "defaultAddress": null,
            "taxExemptions": [],
            "emailMarketingConsent": {
              "marketingState": "SUBSCRIBED",
              "marketingOptInLevel": "SINGLE_OPT_IN",
              "consentUpdatedAt": "2005-06-16T15:00:11Z"
            },
            "smsMarketingConsent": null
          },
          {
            "id": "gid://shopify/Customer/1018520244",
            "firstName": "Bob",
            "lastName": "Bobsen",
            "email": "bob@example.org",
            "phone": "+13125551216",
            "createdAt": "2024-11-04T18:56:43Z",
            "updatedAt": "2024-11-04T18:56:43Z",
            "numberOfOrders": "12",
            "state": "ENABLED",
            "amountSpent": {
              "amount": "100122.5",
              "currencyCode": "USD"
            },
            "lastOrder": null,
            "note": null,
            "verifiedEmail": true,
            "multipassIdentifier": null,
            "taxExempt": false,
            "tags": [
              "A+ Marketing",
              "Canadian"
            ],
            "addresses": [
              {
                "id": "gid://shopify/MailingAddress/1018520244?model_name=CustomerAddress",
                "firstName": null,
                "lastName": null,
                "company": "",
                "address1": "123 Amoebobacterieae St",
                "address2": "",
                "city": "Ottawa",
                "province": "Ontario",
                "country": "Canada",
                "zip": "K2P0V6",
                "phone": "+1(613)555-1212",
                "name": "",
                "provinceCode": "ON",
                "countryCodeV2": "CA"
              }
            ],
            "defaultAddress": {
              "id": "gid://shopify/MailingAddress/1018520244?model_name=CustomerAddress",
              "firstName": null,
              "lastName": null,
              "company": "",
              "address1": "123 Amoebobacterieae St",
              "address2": "",
              "city": "Ottawa",
              "province": "Ontario",
              "country": "Canada",
              "zip": "K2P0V6",
              "phone": "+1(613)555-1212",
              "name": "",
              "provinceCode": "ON",
              "countryCodeV2": "CA"
            },
            "taxExemptions": [],
            "emailMarketingConsent": {
              "marketingState": "NOT_SUBSCRIBED",
              "marketingOptInLevel": "SINGLE_OPT_IN",
              "consentUpdatedAt": "2004-06-13T15:57:11Z"
            },
            "smsMarketingConsent": {
              "consentCollectedFrom": "OTHER",
              "consentUpdatedAt": "2024-11-04T18:56:43Z",
              "marketingOptInLevel": "SINGLE_OPT_IN",
              "marketingState": "NOT_SUBSCRIBED"
            }
          }
        ]
      }
    }
  }