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AIsa Technologies & Whois

by one.aisa
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Technologies Summary

post_dataforseo_domains_tech_summary_live
Destructive

‌‌ The Technologies Summary endpoint will provide you with the number of domains across different countries and languages that use the specified technology names, technology groups, or technology categories.

Usage-based billing; Default request estimate: $0.012 USD (not a fixed price). Account-specific pricing and final settlement may differ.

Input Schema

NameRequiredDescriptionDefault
bodyNo

Output Schema

NameRequiredDescriptionDefault

No arguments

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • addedInput schema / $defs
      Added value: +{
+  "Provider0A3E90081762_AisaDataforseoFilterJsonValue": {
+    "anyOf": [
+      {
+        "type": "string"
+      },
+      {
+        "type": "number"
+      },
+      {
+        "type": "boolean"
+      },
+      {
+        "additionalProperties": {
+          "$ref": "#/$defs/Provider0A3E90081762_AisaDataforseoFilterJsonValue"
+        },
+        "type": [
+          "object",
+          "null"
+        ]
+      },
+      {
+        "items": {
+          "$ref": "#/$defs/Provider0A3E90081762_AisaDataforseoFilterJsonValue"
+        },
+        "type": "array"
+      }
+    ],
+    "description": "JSON representation of filter values and nested expressions. Field names, operators, condition counts and operand compatibility remain provider-validated as documented for each endpoint; this is not a complete filter-language validator."
+  }
+}
    • addedInput schema / properties / body / items / anyOf
      Added value: +[
+  {
+    "properties": {
+      "categories": {
+        "description": "<em>ids of the target technology categories</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>technologies</code>, or <code>keywords</code></strong><br>you can find the full list of technology category ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology categories in this array<br>example:<br><code>[\"payment_processors\",\"crm\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "filters": {
+        "description": "<em>array of results filtering parameters</em><br>optional field<br><strong>you can add several filters at once (8 filters maximum)</strong><br>you should set a logical operator <code>and</code>, <code>or</code> between the conditions<br>the following operators are supported:<br><code>&lt;</code>, <code>&lt;=</code>, <code>&gt;</code>, <code>&gt;=</code>, <code>=</code>, <code>&lt;&gt;</code>, <code>in</code>, <code>not_in</code>, <code>like</code>,<code>not_like</code><br>you can use the <code>%</code> operator with <code>like</code> and <code>not_like</code> to match any string of zero or more characters<br>you can use the following parameters to filter the results: <code>domain_rank</code>, <code>last_visited</code>, <code>country_iso_code</code>, <code>language_code</code>, <code>content_language_code</code><br>example:<br><code>[[\"country_iso_code\",\"=\",\"US\"],<br>\"and\",<br>[\"domain_rank\",\">\",800]]</code><p>for more information about filters, please refer to <a href=\"/v3/domain_analytics/technologies/filters\" target=\"_blank\" rel=\"noopener noreferrer\">Domain Analytics Technologies API - Filters</a>",
+        "items": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "number"
+            },
+            {
+              "type": "boolean"
+            },
+            {
+              "additionalProperties": {
+                "$ref": "#/$defs/Provider0A3E90081762_AisaDataforseoFilterJsonValue"
+              },
+              "type": [
+                "object",
+                "null"
+              ]
+            },
+            {
+              "items": {
+                "$ref": "#/$defs/Provider0A3E90081762_AisaDataforseoFilterJsonValue"
+              },
+              "type": "array"
+            }
+          ],
+          "description": "JSON representation of filter values and nested expressions. Field names, operators, condition counts and operand compatibility remain provider-validated as documented for each endpoint; this is not a complete filter-language validator."
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "groups": {
+        "description": "<em>ids of the target technology groups</em><br><strong>required field if you don't specify <code>technologies</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technology group ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology groups in this array<br>example:<br><code>[\"sales\", \"marketing\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "internal_list_limit": {
+        "description": "<em>maximum number of elements within internal arrays</em><br>optional field<br>you can use this field to limit the number of elements within the following arrays:<br><code>countries</code>, <code>languages</code>, <code>content_languages</code>, <code>keywords</code><br>default value: <code>10</code><br>minimum value: <code>1</code><br>maximum value: <code>10000</code>",
+        "type": [
+          "integer",
+          "null"
+        ]
+      },
+      "keywords": {
+        "description": "<em>target keywords in the domain's title, description or meta keywords</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>technologies</code></strong><br>you can specify the maximum of 10 keywords;<br>UTF-8 encoding;<br>example:<br><code>[\"seo\",\"software\"]</code><p>learn more about rules and limitations of <code>keyword</code> and <code>keywords</code> fields in DataForSEO APIs in this <a href=\"https://dataforseo.com/help-center/rules-and-limitations-of-keyword-and-keywords-fields-in-dataforseo-apis\" rel=\"noopener noreferrer\" target=\"_blank\">Help Center article</a>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "mode": {
+        "description": "<em>search mode</em><br>optional field<br>possible search mode types:<br><code>as_is</code> - search for results exactly matching the specified group ids, category ids, or technology names<br><code>entry</code> - search for results matching a part of the specified group ids, category ids, or technology names<br>default value: <code>as_is</code>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "tag": {
+        "description": "<em>user-defined task identifier</em><br>optional field<br><em>the character limit is 255</em><br>you can use this parameter to identify the task and match it with the result<br>you will find the specified <code>tag</code> value in the <code>data</code> object of the response",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "technologies": {
+        "description": "<em>target technologies</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technologies you can specify here <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technologies in this array<br>example:<br><code>[\"Google Pay\",\"Salesforce\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "technology_paths": {
+        "description": "<em>target technology paths</em><br><strong>required field if you don't specify <code>groups</code>, <code>technologies</code> and <code>categories</code></strong><br>each technology path should be specified as a separate object containing \"path\" and \"name\", where \"path\" is specified as \"$group_id.$category_id\" and \"name\" - as the name of the target technology; <br>each object with a technology path should be separated with a comma<br>you can find the full list of technology group ids, category ids and technology names <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology paths in this array<br>example:<br><code>[{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      }
+    },
+    "type": "object"
+  }
+]
    • removedInput schema / properties / body / items / oneOf
      Removed value: -[
-  {
-    "example": [
-      {
-        "filters": [
-          [
-            "country_iso_code",
-            "=",
-            "US"
-          ],
-          "and",
-          [
-            "domain_rank",
-            ">",
-            800
-          ]
-        ],
-        "keywords": [
-          "WordPress"
-        ],
-        "mode": "entry",
-        "technologies": [
-          "Ngi"
-        ]
-      }
-    ],
-    "properties": {
-      "categories": {
-        "description": "<em>ids of the target technology categories</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>technologies</code>, or <code>keywords</code></strong><br>you can find the full list of technology category ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology categories in this array<br>example:<br><code>[\"payment_processors\",\"crm\"]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "filters": {
-        "description": "<em>array of results filtering parameters</em><br>optional field<br><strong>you can add several filters at once (8 filters maximum)</strong><br>you should set a logical operator <code>and</code>, <code>or</code> between the conditions<br>the following operators are supported:<br><code>&lt;</code>, <code>&lt;=</code>, <code>&gt;</code>, <code>&gt;=</code>, <code>=</code>, <code>&lt;&gt;</code>, <code>in</code>, <code>not_in</code>, <code>like</code>,<code>not_like</code><br>you can use the <code>%</code> operator with <code>like</code> and <code>not_like</code> to match any string of zero or more characters<br>you can use the following parameters to filter the results: <code>domain_rank</code>, <code>last_visited</code>, <code>country_iso_code</code>, <code>language_code</code>, <code>content_language_code</code><br>example:<br><code>[[\"country_iso_code\",\"=\",\"US\"],<br>\"and\",<br>[\"domain_rank\",\">\",800]]</code><p>for more information about filters, please refer to <a href=\"/v3/domain_analytics/technologies/filters\" target=\"_blank\" rel=\"noopener noreferrer\">Domain Analytics Technologies API - Filters</a>",
-        "items": {
-          "type": [
-            "object",
-            "null"
-          ]
-        },
-        "type": [
-          "array",
-          "null"
-        ]
-      },
-      "groups": {
-        "description": "<em>ids of the target technology groups</em><br><strong>required field if you don't specify <code>technologies</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technology group ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology groups in this array<br>example:<br><code>[\"sales\", \"marketing\"]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "internal_list_limit": {
-        "description": "<em>maximum number of elements within internal arrays</em><br>optional field<br>you can use this field to limit the number of elements within the following arrays:<br><code>countries</code>, <code>languages</code>, <code>content_languages</code>, <code>keywords</code><br>default value: <code>10</code><br>minimum value: <code>1</code><br>maximum value: <code>10000</code>",
-        "type": [
-          "integer",
-          "null"
-        ]
-      },
-      "keywords": {
-        "description": "<em>target keywords in the domain's title, description or meta keywords</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>technologies</code></strong><br>you can specify the maximum of 10 keywords;<br>UTF-8 encoding;<br>example:<br><code>[\"seo\",\"software\"]</code><p>learn more about rules and limitations of <code>keyword</code> and <code>keywords</code> fields in DataForSEO APIs in this <a href=\"https://dataforseo.com/help-center/rules-and-limitations-of-keyword-and-keywords-fields-in-dataforseo-apis\" rel=\"noopener noreferrer\" target=\"_blank\">Help Center article</a>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "mode": {
-        "description": "<em>search mode</em><br>optional field<br>possible search mode types:<br><code>as_is</code> - search for results exactly matching the specified group ids, category ids, or technology names<br><code>entry</code> - search for results matching a part of the specified group ids, category ids, or technology names<br>default value: <code>as_is</code>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "tag": {
-        "description": "<em>user-defined task identifier</em><br>optional field<br><em>the character limit is 255</em><br>you can use this parameter to identify the task and match it with the result<br>you will find the specified <code>tag</code> value in the <code>data</code> object of the response",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "technologies": {
-        "description": "<em>target technologies</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technologies you can specify here <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technologies in this array<br>example:<br><code>[\"Google Pay\",\"Salesforce\"]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "technology_paths": {
-        "description": "<em>target technology paths</em><br><strong>required field if you don't specify <code>groups</code>, <code>technologies</code> and <code>categories</code></strong><br>each technology path should be specified as a separate object containing \"path\" and \"name\", where \"path\" is specified as \"$group_id.$category_id\" and \"name\" - as the name of the target technology; <br>each object with a technology path should be separated with a comma<br>you can find the full list of technology group ids, category ids and technology names <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology paths in this array<br>example:<br><code>[{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      }
-    },
-    "type": "object"
-  }
-]
  2. Changed2 schema fields changed
    • removedInput schema / properties / body / items / anyOf
      Removed value: -[
-  {
-    "example": [
-      {
-        "filters": [
-          [
-            "country_iso_code",
-            "=",
-            "US"
-          ],
-          "and",
-          [
-            "domain_rank",
-            ">",
-            800
-          ]
-        ],
-        "keywords": [
-          "WordPress"
-        ],
-        "mode": "entry",
-        "technologies": [
-          "Ngi"
-        ]
-      }
-    ],
-    "properties": {
-      "categories": {
-        "description": "<em>ids of the target technology categories</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>technologies</code>, or <code>keywords</code></strong><br>you can find the full list of technology category ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology categories in this array<br>example:<br><code>[\"payment_processors\",\"crm\"]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "filters": {
-        "description": "<em>array of results filtering parameters</em><br>optional field<br><strong>you can add several filters at once (8 filters maximum)</strong><br>you should set a logical operator <code>and</code>, <code>or</code> between the conditions<br>the following operators are supported:<br><code>&lt;</code>, <code>&lt;=</code>, <code>&gt;</code>, <code>&gt;=</code>, <code>=</code>, <code>&lt;&gt;</code>, <code>in</code>, <code>not_in</code>, <code>like</code>,<code>not_like</code><br>you can use the <code>%</code> operator with <code>like</code> and <code>not_like</code> to match any string of zero or more characters<br>you can use the following parameters to filter the results: <code>domain_rank</code>, <code>last_visited</code>, <code>country_iso_code</code>, <code>language_code</code>, <code>content_language_code</code><br>example:<br><code>[[\"country_iso_code\",\"=\",\"US\"],<br>\"and\",<br>[\"domain_rank\",\">\",800]]</code><p>for more information about filters, please refer to <a href=\"/v3/domain_analytics/technologies/filters\" target=\"_blank\" rel=\"noopener noreferrer\">Domain Analytics Technologies API - Filters</a>",
-        "items": {
-          "type": [
-            "object",
-            "null"
-          ]
-        },
-        "type": [
-          "array",
-          "null"
-        ]
-      },
-      "groups": {
-        "description": "<em>ids of the target technology groups</em><br><strong>required field if you don't specify <code>technologies</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technology group ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology groups in this array<br>example:<br><code>[\"sales\", \"marketing\"]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "internal_list_limit": {
-        "description": "<em>maximum number of elements within internal arrays</em><br>optional field<br>you can use this field to limit the number of elements within the following arrays:<br><code>countries</code>, <code>languages</code>, <code>content_languages</code>, <code>keywords</code><br>default value: <code>10</code><br>minimum value: <code>1</code><br>maximum value: <code>10000</code>",
-        "type": [
-          "integer",
-          "null"
-        ]
-      },
-      "keywords": {
-        "description": "<em>target keywords in the domain's title, description or meta keywords</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>technologies</code></strong><br>you can specify the maximum of 10 keywords;<br>UTF-8 encoding;<br>example:<br><code>[\"seo\",\"software\"]</code><p>learn more about rules and limitations of <code>keyword</code> and <code>keywords</code> fields in DataForSEO APIs in this <a href=\"https://dataforseo.com/help-center/rules-and-limitations-of-keyword-and-keywords-fields-in-dataforseo-apis\" rel=\"noopener noreferrer\" target=\"_blank\">Help Center article</a>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "mode": {
-        "description": "<em>search mode</em><br>optional field<br>possible search mode types:<br><code>as_is</code> - search for results exactly matching the specified group ids, category ids, or technology names<br><code>entry</code> - search for results matching a part of the specified group ids, category ids, or technology names<br>default value: <code>as_is</code>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "tag": {
-        "description": "<em>user-defined task identifier</em><br>optional field<br><em>the character limit is 255</em><br>you can use this parameter to identify the task and match it with the result<br>you will find the specified <code>tag</code> value in the <code>data</code> object of the response",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "technologies": {
-        "description": "<em>target technologies</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technologies you can specify here <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technologies in this array<br>example:<br><code>[\"Google Pay\",\"Salesforce\"]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "technology_paths": {
-        "description": "<em>target technology paths</em><br><strong>required field if you don't specify <code>groups</code>, <code>technologies</code> and <code>categories</code></strong><br>each technology path should be specified as a separate object containing \"path\" and \"name\", where \"path\" is specified as \"$group_id.$category_id\" and \"name\" - as the name of the target technology; <br>each object with a technology path should be separated with a comma<br>you can find the full list of technology group ids, category ids and technology names <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology paths in this array<br>example:<br><code>[{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      }
-    },
-    "type": "object"
-  }
-]
    • addedInput schema / properties / body / items / oneOf
      Added value: +[
+  {
+    "example": [
+      {
+        "filters": [
+          [
+            "country_iso_code",
+            "=",
+            "US"
+          ],
+          "and",
+          [
+            "domain_rank",
+            ">",
+            800
+          ]
+        ],
+        "keywords": [
+          "WordPress"
+        ],
+        "mode": "entry",
+        "technologies": [
+          "Ngi"
+        ]
+      }
+    ],
+    "properties": {
+      "categories": {
+        "description": "<em>ids of the target technology categories</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>technologies</code>, or <code>keywords</code></strong><br>you can find the full list of technology category ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology categories in this array<br>example:<br><code>[\"payment_processors\",\"crm\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "filters": {
+        "description": "<em>array of results filtering parameters</em><br>optional field<br><strong>you can add several filters at once (8 filters maximum)</strong><br>you should set a logical operator <code>and</code>, <code>or</code> between the conditions<br>the following operators are supported:<br><code>&lt;</code>, <code>&lt;=</code>, <code>&gt;</code>, <code>&gt;=</code>, <code>=</code>, <code>&lt;&gt;</code>, <code>in</code>, <code>not_in</code>, <code>like</code>,<code>not_like</code><br>you can use the <code>%</code> operator with <code>like</code> and <code>not_like</code> to match any string of zero or more characters<br>you can use the following parameters to filter the results: <code>domain_rank</code>, <code>last_visited</code>, <code>country_iso_code</code>, <code>language_code</code>, <code>content_language_code</code><br>example:<br><code>[[\"country_iso_code\",\"=\",\"US\"],<br>\"and\",<br>[\"domain_rank\",\">\",800]]</code><p>for more information about filters, please refer to <a href=\"/v3/domain_analytics/technologies/filters\" target=\"_blank\" rel=\"noopener noreferrer\">Domain Analytics Technologies API - Filters</a>",
+        "items": {
+          "type": [
+            "object",
+            "null"
+          ]
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "groups": {
+        "description": "<em>ids of the target technology groups</em><br><strong>required field if you don't specify <code>technologies</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technology group ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology groups in this array<br>example:<br><code>[\"sales\", \"marketing\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "internal_list_limit": {
+        "description": "<em>maximum number of elements within internal arrays</em><br>optional field<br>you can use this field to limit the number of elements within the following arrays:<br><code>countries</code>, <code>languages</code>, <code>content_languages</code>, <code>keywords</code><br>default value: <code>10</code><br>minimum value: <code>1</code><br>maximum value: <code>10000</code>",
+        "type": [
+          "integer",
+          "null"
+        ]
+      },
+      "keywords": {
+        "description": "<em>target keywords in the domain's title, description or meta keywords</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>technologies</code></strong><br>you can specify the maximum of 10 keywords;<br>UTF-8 encoding;<br>example:<br><code>[\"seo\",\"software\"]</code><p>learn more about rules and limitations of <code>keyword</code> and <code>keywords</code> fields in DataForSEO APIs in this <a href=\"https://dataforseo.com/help-center/rules-and-limitations-of-keyword-and-keywords-fields-in-dataforseo-apis\" rel=\"noopener noreferrer\" target=\"_blank\">Help Center article</a>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "mode": {
+        "description": "<em>search mode</em><br>optional field<br>possible search mode types:<br><code>as_is</code> - search for results exactly matching the specified group ids, category ids, or technology names<br><code>entry</code> - search for results matching a part of the specified group ids, category ids, or technology names<br>default value: <code>as_is</code>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "tag": {
+        "description": "<em>user-defined task identifier</em><br>optional field<br><em>the character limit is 255</em><br>you can use this parameter to identify the task and match it with the result<br>you will find the specified <code>tag</code> value in the <code>data</code> object of the response",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "technologies": {
+        "description": "<em>target technologies</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technologies you can specify here <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technologies in this array<br>example:<br><code>[\"Google Pay\",\"Salesforce\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "technology_paths": {
+        "description": "<em>target technology paths</em><br><strong>required field if you don't specify <code>groups</code>, <code>technologies</code> and <code>categories</code></strong><br>each technology path should be specified as a separate object containing \"path\" and \"name\", where \"path\" is specified as \"$group_id.$category_id\" and \"name\" - as the name of the target technology; <br>each object with a technology path should be separated with a comma<br>you can find the full list of technology group ids, category ids and technology names <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology paths in this array<br>example:<br><code>[{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      }
+    },
+    "type": "object"
+  }
+]
  3. Changed7 schema fields changed
    • addedInput schema / properties / body / example
      Added value: +[
+  {
+    "filters": [
+      [
+        "country_iso_code",
+        "=",
+        "US"
+      ],
+      "and",
+      [
+        "domain_rank",
+        ">",
+        800
+      ]
+    ],
+    "keywords": [
+      "WordPress"
+    ],
+    "mode": "entry",
+    "technologies": [
+      "Ngi"
+    ]
+  }
+]
    • removedInput schema / properties / body / items / allOf
      Removed value: -[
-  {
-    "anyOf": [
-      {
-        "required": [
-          "technology_paths"
-        ]
-      },
-      {
-        "required": [
-          "groups"
-        ]
-      },
-      {
-        "required": [
-          "categories"
-        ]
-      },
-      {
-        "required": [
-          "technologies"
-        ]
-      },
-      {
-        "required": [
-          "keywords"
-        ]
-      }
-    ]
-  }
-]
    • addedInput schema / properties / body / items / anyOf
      Added value: +[
+  {
+    "example": [
+      {
+        "filters": [
+          [
+            "country_iso_code",
+            "=",
+            "US"
+          ],
+          "and",
+          [
+            "domain_rank",
+            ">",
+            800
+          ]
+        ],
+        "keywords": [
+          "WordPress"
+        ],
+        "mode": "entry",
+        "technologies": [
+          "Ngi"
+        ]
+      }
+    ],
+    "properties": {
+      "categories": {
+        "description": "<em>ids of the target technology categories</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>technologies</code>, or <code>keywords</code></strong><br>you can find the full list of technology category ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology categories in this array<br>example:<br><code>[\"payment_processors\",\"crm\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "filters": {
+        "description": "<em>array of results filtering parameters</em><br>optional field<br><strong>you can add several filters at once (8 filters maximum)</strong><br>you should set a logical operator <code>and</code>, <code>or</code> between the conditions<br>the following operators are supported:<br><code>&lt;</code>, <code>&lt;=</code>, <code>&gt;</code>, <code>&gt;=</code>, <code>=</code>, <code>&lt;&gt;</code>, <code>in</code>, <code>not_in</code>, <code>like</code>,<code>not_like</code><br>you can use the <code>%</code> operator with <code>like</code> and <code>not_like</code> to match any string of zero or more characters<br>you can use the following parameters to filter the results: <code>domain_rank</code>, <code>last_visited</code>, <code>country_iso_code</code>, <code>language_code</code>, <code>content_language_code</code><br>example:<br><code>[[\"country_iso_code\",\"=\",\"US\"],<br>\"and\",<br>[\"domain_rank\",\">\",800]]</code><p>for more information about filters, please refer to <a href=\"/v3/domain_analytics/technologies/filters\" target=\"_blank\" rel=\"noopener noreferrer\">Domain Analytics Technologies API - Filters</a>",
+        "items": {
+          "type": [
+            "object",
+            "null"
+          ]
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "groups": {
+        "description": "<em>ids of the target technology groups</em><br><strong>required field if you don't specify <code>technologies</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technology group ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology groups in this array<br>example:<br><code>[\"sales\", \"marketing\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "internal_list_limit": {
+        "description": "<em>maximum number of elements within internal arrays</em><br>optional field<br>you can use this field to limit the number of elements within the following arrays:<br><code>countries</code>, <code>languages</code>, <code>content_languages</code>, <code>keywords</code><br>default value: <code>10</code><br>minimum value: <code>1</code><br>maximum value: <code>10000</code>",
+        "type": [
+          "integer",
+          "null"
+        ]
+      },
+      "keywords": {
+        "description": "<em>target keywords in the domain's title, description or meta keywords</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>technologies</code></strong><br>you can specify the maximum of 10 keywords;<br>UTF-8 encoding;<br>example:<br><code>[\"seo\",\"software\"]</code><p>learn more about rules and limitations of <code>keyword</code> and <code>keywords</code> fields in DataForSEO APIs in this <a href=\"https://dataforseo.com/help-center/rules-and-limitations-of-keyword-and-keywords-fields-in-dataforseo-apis\" rel=\"noopener noreferrer\" target=\"_blank\">Help Center article</a>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "mode": {
+        "description": "<em>search mode</em><br>optional field<br>possible search mode types:<br><code>as_is</code> - search for results exactly matching the specified group ids, category ids, or technology names<br><code>entry</code> - search for results matching a part of the specified group ids, category ids, or technology names<br>default value: <code>as_is</code>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "tag": {
+        "description": "<em>user-defined task identifier</em><br>optional field<br><em>the character limit is 255</em><br>you can use this parameter to identify the task and match it with the result<br>you will find the specified <code>tag</code> value in the <code>data</code> object of the response",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "technologies": {
+        "description": "<em>target technologies</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technologies you can specify here <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technologies in this array<br>example:<br><code>[\"Google Pay\",\"Salesforce\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "technology_paths": {
+        "description": "<em>target technology paths</em><br><strong>required field if you don't specify <code>groups</code>, <code>technologies</code> and <code>categories</code></strong><br>each technology path should be specified as a separate object containing \"path\" and \"name\", where \"path\" is specified as \"$group_id.$category_id\" and \"name\" - as the name of the target technology; <br>each object with a technology path should be separated with a comma<br>you can find the full list of technology group ids, category ids and technology names <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology paths in this array<br>example:<br><code>[{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      }
+    },
+    "type": "object"
+  }
+]
    • removedInput schema / properties / body / items / properties
      Removed value: -{
-  "categories": {
-    "description": "ids of the target technology categories required field if you don’t specify groups, technology_paths, technologies, or keywords you can find the full list of technology category ids on this page note: you can specify up to 10 technology categories in this array example: [\"payment_processors\",\"crm\"]",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "filters": {
-    "description": "array of results filtering parameters optional field you can add several filters at once (8 filters maximum) you should set a logical operator and, or between the conditions the following operators are supported: , , >, >=, =, , in, not_in, like,not_like you can use the % operator with like and not_like to match any string of zero or more characters you can use the following parameters to filter the results: domain_rank, last_visited, country_iso_code, language_code, content_language_code example: [[\"country_iso_code\",\"=\",\"US\"], \"and\", [\"domain_rank\",\">\",800]] for more information about filters, please refer to Domain Analytics Technologies API – Filters",
-    "items": {},
-    "type": "array"
-  },
-  "groups": {
-    "description": "ids of the target technology groups required field if you don’t specify technologies, technology_paths, categories, or keywords you can find the full list of technology group ids on this page note: you can specify up to 10 technology groups in this array example: [\"sales\", \"marketing\"]",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "internal_list_limit": {
-    "description": "maximum number of elements within internal arrays optional field you can use this field to limit the number of elements within the following arrays: countries, languages, content_languages, keywords default value: 10 minimum value: 1 maximum value: 10000",
-    "type": "integer"
-  },
-  "keywords": {
-    "description": "target keywords in the domain’s title, description or meta keywords required field if you don’t specify groups, technology_paths, categories, or technologies you can specify the maximum of 10 keywords; UTF-8 encoding; example: [\"seo\",\"software\"] learn more about rules and limitations of keyword and keywords fields in DataForSEO APIs in this Help Center article",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "mode": {
-    "description": "search mode optional field possible search mode types: as_is – search for results exactly matching the specified group ids, category ids, or technology names entry – search for results matching a part of the specified group ids, category ids, or technology names default value: as_is",
-    "type": "string"
-  },
-  "tag": {
-    "description": "user-defined task identifier optional field the character limit is 255 you can use this parameter to identify the task and match it with the result you will find the specified tag value in the data object of the response",
-    "type": "string"
-  },
-  "technologies": {
-    "description": "target technologies required field if you don’t specify groups, technology_paths, categories, or keywords you can find the full list of technologies you can specify here on this page note: you can specify up to 10 technologies in this array example: [\"Google Pay\",\"Salesforce\"]",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "technology_paths": {
-    "description": "target technology paths required field if you don’t specify groups, technologies and categories each technology path should be specified as a separate object containing “path” and “name”, where “path” is specified as “$group_id.$category_id” and “name” – as the name of the target technology; each object with a technology path should be separated with a comma you can find the full list of technology group ids, category ids and technology names on this page note: you can specify up to 10 technology paths in this array example: [{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]",
-    "items": {
-      "properties": {
-        "name": {
-          "type": "string"
-        },
-        "path": {
-          "type": "string"
-        }
-      },
-      "required": [
-        "path",
-        "name"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  }
-}
    • changedInput schema / properties / body / items / type
      Previous value: -"object"New value: +[
+  "object",
+  "null"
+]
    • changedInput schema / required
      Previous value: -[
-  "body"
-]New value: +[]
    • addedOutput schema / x-fastmcp-wrap-result
      Added value: +true
  4. Changed7 schema fields changed
    • removedInput schema / properties / body / example
      Removed value: -[
-  {
-    "filters": [
-      [
-        "country_iso_code",
-        "=",
-        "US"
-      ],
-      "and",
-      [
-        "domain_rank",
-        ">",
-        800
-      ]
-    ],
-    "keywords": [
-      "WordPress"
-    ],
-    "mode": "entry",
-    "technologies": [
-      "Ngi"
-    ]
-  }
-]
    • addedInput schema / properties / body / items / allOf
      Added value: +[
+  {
+    "anyOf": [
+      {
+        "required": [
+          "technology_paths"
+        ]
+      },
+      {
+        "required": [
+          "groups"
+        ]
+      },
+      {
+        "required": [
+          "categories"
+        ]
+      },
+      {
+        "required": [
+          "technologies"
+        ]
+      },
+      {
+        "required": [
+          "keywords"
+        ]
+      }
+    ]
+  }
+]
    • removedInput schema / properties / body / items / anyOf
      Removed value: -[
-  {
-    "example": [
-      {
-        "filters": [
-          [
-            "country_iso_code",
-            "=",
-            "US"
-          ],
-          "and",
-          [
-            "domain_rank",
-            ">",
-            800
-          ]
-        ],
-        "keywords": [
-          "WordPress"
-        ],
-        "mode": "entry",
-        "technologies": [
-          "Ngi"
-        ]
-      }
-    ],
-    "properties": {
-      "categories": {
-        "description": "<em>ids of the target technology categories</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>technologies</code>, or <code>keywords</code></strong><br>you can find the full list of technology category ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology categories in this array<br>example:<br><code>[\"payment_processors\",\"crm\"]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "filters": {
-        "description": "<em>array of results filtering parameters</em><br>optional field<br><strong>you can add several filters at once (8 filters maximum)</strong><br>you should set a logical operator <code>and</code>, <code>or</code> between the conditions<br>the following operators are supported:<br><code>&lt;</code>, <code>&lt;=</code>, <code>&gt;</code>, <code>&gt;=</code>, <code>=</code>, <code>&lt;&gt;</code>, <code>in</code>, <code>not_in</code>, <code>like</code>,<code>not_like</code><br>you can use the <code>%</code> operator with <code>like</code> and <code>not_like</code> to match any string of zero or more characters<br>you can use the following parameters to filter the results: <code>domain_rank</code>, <code>last_visited</code>, <code>country_iso_code</code>, <code>language_code</code>, <code>content_language_code</code><br>example:<br><code>[[\"country_iso_code\",\"=\",\"US\"],<br>\"and\",<br>[\"domain_rank\",\">\",800]]</code><p>for more information about filters, please refer to <a href=\"/v3/domain_analytics/technologies/filters\" target=\"_blank\" rel=\"noopener noreferrer\">Domain Analytics Technologies API - Filters</a>",
-        "items": {
-          "type": [
-            "object",
-            "null"
-          ]
-        },
-        "type": [
-          "array",
-          "null"
-        ]
-      },
-      "groups": {
-        "description": "<em>ids of the target technology groups</em><br><strong>required field if you don't specify <code>technologies</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technology group ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology groups in this array<br>example:<br><code>[\"sales\", \"marketing\"]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "internal_list_limit": {
-        "description": "<em>maximum number of elements within internal arrays</em><br>optional field<br>you can use this field to limit the number of elements within the following arrays:<br><code>countries</code>, <code>languages</code>, <code>content_languages</code>, <code>keywords</code><br>default value: <code>10</code><br>minimum value: <code>1</code><br>maximum value: <code>10000</code>",
-        "type": [
-          "integer",
-          "null"
-        ]
-      },
-      "keywords": {
-        "description": "<em>target keywords in the domain's title, description or meta keywords</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>technologies</code></strong><br>you can specify the maximum of 10 keywords;<br>UTF-8 encoding;<br>example:<br><code>[\"seo\",\"software\"]</code><p>learn more about rules and limitations of <code>keyword</code> and <code>keywords</code> fields in DataForSEO APIs in this <a href=\"https://dataforseo.com/help-center/rules-and-limitations-of-keyword-and-keywords-fields-in-dataforseo-apis\" rel=\"noopener noreferrer\" target=\"_blank\">Help Center article</a>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "mode": {
-        "description": "<em>search mode</em><br>optional field<br>possible search mode types:<br><code>as_is</code> - search for results exactly matching the specified group ids, category ids, or technology names<br><code>entry</code> - search for results matching a part of the specified group ids, category ids, or technology names<br>default value: <code>as_is</code>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "tag": {
-        "description": "<em>user-defined task identifier</em><br>optional field<br><em>the character limit is 255</em><br>you can use this parameter to identify the task and match it with the result<br>you will find the specified <code>tag</code> value in the <code>data</code> object of the response",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "technologies": {
-        "description": "<em>target technologies</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technologies you can specify here <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technologies in this array<br>example:<br><code>[\"Google Pay\",\"Salesforce\"]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      },
-      "technology_paths": {
-        "description": "<em>target technology paths</em><br><strong>required field if you don't specify <code>groups</code>, <code>technologies</code> and <code>categories</code></strong><br>each technology path should be specified as a separate object containing \"path\" and \"name\", where \"path\" is specified as \"$group_id.$category_id\" and \"name\" - as the name of the target technology; <br>each object with a technology path should be separated with a comma<br>you can find the full list of technology group ids, category ids and technology names <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology paths in this array<br>example:<br><code>[{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]</code>",
-        "items": {
-          "type": "string"
-        },
-        "type": "array"
-      }
-    },
-    "type": "object"
-  }
-]
    • addedInput schema / properties / body / items / properties
      Added value: +{
+  "categories": {
+    "description": "ids of the target technology categories required field if you don’t specify groups, technology_paths, technologies, or keywords you can find the full list of technology category ids on this page note: you can specify up to 10 technology categories in this array example: [\"payment_processors\",\"crm\"]",
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  "filters": {
+    "description": "array of results filtering parameters optional field you can add several filters at once (8 filters maximum) you should set a logical operator and, or between the conditions the following operators are supported: , , >, >=, =, , in, not_in, like,not_like you can use the % operator with like and not_like to match any string of zero or more characters you can use the following parameters to filter the results: domain_rank, last_visited, country_iso_code, language_code, content_language_code example: [[\"country_iso_code\",\"=\",\"US\"], \"and\", [\"domain_rank\",\">\",800]] for more information about filters, please refer to Domain Analytics Technologies API – Filters",
+    "items": {},
+    "type": "array"
+  },
+  "groups": {
+    "description": "ids of the target technology groups required field if you don’t specify technologies, technology_paths, categories, or keywords you can find the full list of technology group ids on this page note: you can specify up to 10 technology groups in this array example: [\"sales\", \"marketing\"]",
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  "internal_list_limit": {
+    "description": "maximum number of elements within internal arrays optional field you can use this field to limit the number of elements within the following arrays: countries, languages, content_languages, keywords default value: 10 minimum value: 1 maximum value: 10000",
+    "type": "integer"
+  },
+  "keywords": {
+    "description": "target keywords in the domain’s title, description or meta keywords required field if you don’t specify groups, technology_paths, categories, or technologies you can specify the maximum of 10 keywords; UTF-8 encoding; example: [\"seo\",\"software\"] learn more about rules and limitations of keyword and keywords fields in DataForSEO APIs in this Help Center article",
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  "mode": {
+    "description": "search mode optional field possible search mode types: as_is – search for results exactly matching the specified group ids, category ids, or technology names entry – search for results matching a part of the specified group ids, category ids, or technology names default value: as_is",
+    "type": "string"
+  },
+  "tag": {
+    "description": "user-defined task identifier optional field the character limit is 255 you can use this parameter to identify the task and match it with the result you will find the specified tag value in the data object of the response",
+    "type": "string"
+  },
+  "technologies": {
+    "description": "target technologies required field if you don’t specify groups, technology_paths, categories, or keywords you can find the full list of technologies you can specify here on this page note: you can specify up to 10 technologies in this array example: [\"Google Pay\",\"Salesforce\"]",
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  "technology_paths": {
+    "description": "target technology paths required field if you don’t specify groups, technologies and categories each technology path should be specified as a separate object containing “path” and “name”, where “path” is specified as “$group_id.$category_id” and “name” – as the name of the target technology; each object with a technology path should be separated with a comma you can find the full list of technology group ids, category ids and technology names on this page note: you can specify up to 10 technology paths in this array example: [{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]",
+    "items": {
+      "properties": {
+        "name": {
+          "type": "string"
+        },
+        "path": {
+          "type": "string"
+        }
+      },
+      "required": [
+        "path",
+        "name"
+      ],
+      "type": "object"
+    },
+    "type": "array"
+  }
+}
    • changedInput schema / properties / body / items / type
      Previous value: -[
-  "object",
-  "null"
-]New value: +"object"
    • changedInput schema / required
      Previous value: -[]New value: +[
+  "body"
+]
    • removedOutput schema / x-fastmcp-wrap-result
      Removed value: -true
  5. Changed7 schema fields changed
    • addedInput schema / properties / body / example
      Added value: +[
+  {
+    "filters": [
+      [
+        "country_iso_code",
+        "=",
+        "US"
+      ],
+      "and",
+      [
+        "domain_rank",
+        ">",
+        800
+      ]
+    ],
+    "keywords": [
+      "WordPress"
+    ],
+    "mode": "entry",
+    "technologies": [
+      "Ngi"
+    ]
+  }
+]
    • removedInput schema / properties / body / items / allOf
      Removed value: -[
-  {
-    "anyOf": [
-      {
-        "required": [
-          "technology_paths"
-        ]
-      },
-      {
-        "required": [
-          "groups"
-        ]
-      },
-      {
-        "required": [
-          "categories"
-        ]
-      },
-      {
-        "required": [
-          "technologies"
-        ]
-      },
-      {
-        "required": [
-          "keywords"
-        ]
-      }
-    ]
-  }
-]
    • addedInput schema / properties / body / items / anyOf
      Added value: +[
+  {
+    "example": [
+      {
+        "filters": [
+          [
+            "country_iso_code",
+            "=",
+            "US"
+          ],
+          "and",
+          [
+            "domain_rank",
+            ">",
+            800
+          ]
+        ],
+        "keywords": [
+          "WordPress"
+        ],
+        "mode": "entry",
+        "technologies": [
+          "Ngi"
+        ]
+      }
+    ],
+    "properties": {
+      "categories": {
+        "description": "<em>ids of the target technology categories</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>technologies</code>, or <code>keywords</code></strong><br>you can find the full list of technology category ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology categories in this array<br>example:<br><code>[\"payment_processors\",\"crm\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "filters": {
+        "description": "<em>array of results filtering parameters</em><br>optional field<br><strong>you can add several filters at once (8 filters maximum)</strong><br>you should set a logical operator <code>and</code>, <code>or</code> between the conditions<br>the following operators are supported:<br><code>&lt;</code>, <code>&lt;=</code>, <code>&gt;</code>, <code>&gt;=</code>, <code>=</code>, <code>&lt;&gt;</code>, <code>in</code>, <code>not_in</code>, <code>like</code>,<code>not_like</code><br>you can use the <code>%</code> operator with <code>like</code> and <code>not_like</code> to match any string of zero or more characters<br>you can use the following parameters to filter the results: <code>domain_rank</code>, <code>last_visited</code>, <code>country_iso_code</code>, <code>language_code</code>, <code>content_language_code</code><br>example:<br><code>[[\"country_iso_code\",\"=\",\"US\"],<br>\"and\",<br>[\"domain_rank\",\">\",800]]</code><p>for more information about filters, please refer to <a href=\"/v3/domain_analytics/technologies/filters\" target=\"_blank\" rel=\"noopener noreferrer\">Domain Analytics Technologies API - Filters</a>",
+        "items": {
+          "type": [
+            "object",
+            "null"
+          ]
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "groups": {
+        "description": "<em>ids of the target technology groups</em><br><strong>required field if you don't specify <code>technologies</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technology group ids <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology groups in this array<br>example:<br><code>[\"sales\", \"marketing\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "internal_list_limit": {
+        "description": "<em>maximum number of elements within internal arrays</em><br>optional field<br>you can use this field to limit the number of elements within the following arrays:<br><code>countries</code>, <code>languages</code>, <code>content_languages</code>, <code>keywords</code><br>default value: <code>10</code><br>minimum value: <code>1</code><br>maximum value: <code>10000</code>",
+        "type": [
+          "integer",
+          "null"
+        ]
+      },
+      "keywords": {
+        "description": "<em>target keywords in the domain's title, description or meta keywords</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>technologies</code></strong><br>you can specify the maximum of 10 keywords;<br>UTF-8 encoding;<br>example:<br><code>[\"seo\",\"software\"]</code><p>learn more about rules and limitations of <code>keyword</code> and <code>keywords</code> fields in DataForSEO APIs in this <a href=\"https://dataforseo.com/help-center/rules-and-limitations-of-keyword-and-keywords-fields-in-dataforseo-apis\" rel=\"noopener noreferrer\" target=\"_blank\">Help Center article</a>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "mode": {
+        "description": "<em>search mode</em><br>optional field<br>possible search mode types:<br><code>as_is</code> - search for results exactly matching the specified group ids, category ids, or technology names<br><code>entry</code> - search for results matching a part of the specified group ids, category ids, or technology names<br>default value: <code>as_is</code>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "tag": {
+        "description": "<em>user-defined task identifier</em><br>optional field<br><em>the character limit is 255</em><br>you can use this parameter to identify the task and match it with the result<br>you will find the specified <code>tag</code> value in the <code>data</code> object of the response",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "technologies": {
+        "description": "<em>target technologies</em><br><strong>required field if you don't specify <code>groups</code>, <code>technology_paths</code>, <code>categories</code>, or <code>keywords</code></strong><br>you can find the full list of technologies you can specify here <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technologies in this array<br>example:<br><code>[\"Google Pay\",\"Salesforce\"]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "technology_paths": {
+        "description": "<em>target technology paths</em><br><strong>required field if you don't specify <code>groups</code>, <code>technologies</code> and <code>categories</code></strong><br>each technology path should be specified as a separate object containing \"path\" and \"name\", where \"path\" is specified as \"$group_id.$category_id\" and \"name\" - as the name of the target technology; <br>each object with a technology path should be separated with a comma<br>you can find the full list of technology group ids, category ids and technology names <a href=\"/v3/domain_analytics/technologies/technologies\" target=\"_blank\" rel=\"noopener noreferrer\">on this page</a><br><strong>note:</strong> you can specify up to 10 technology paths in this array<br>example:<br><code>[{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]</code>",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      }
+    },
+    "type": "object"
+  }
+]
    • removedInput schema / properties / body / items / properties
      Removed value: -{
-  "categories": {
-    "description": "ids of the target technology categories required field if you don’t specify groups, technology_paths, technologies, or keywords you can find the full list of technology category ids on this page note: you can specify up to 10 technology categories in this array example: [\"payment_processors\",\"crm\"]",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "filters": {
-    "description": "array of results filtering parameters optional field you can add several filters at once (8 filters maximum) you should set a logical operator and, or between the conditions the following operators are supported: , , >, >=, =, , in, not_in, like,not_like you can use the % operator with like and not_like to match any string of zero or more characters you can use the following parameters to filter the results: domain_rank, last_visited, country_iso_code, language_code, content_language_code example: [[\"country_iso_code\",\"=\",\"US\"], \"and\", [\"domain_rank\",\">\",800]] for more information about filters, please refer to Domain Analytics Technologies API – Filters",
-    "items": {},
-    "type": "array"
-  },
-  "groups": {
-    "description": "ids of the target technology groups required field if you don’t specify technologies, technology_paths, categories, or keywords you can find the full list of technology group ids on this page note: you can specify up to 10 technology groups in this array example: [\"sales\", \"marketing\"]",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "internal_list_limit": {
-    "description": "maximum number of elements within internal arrays optional field you can use this field to limit the number of elements within the following arrays: countries, languages, content_languages, keywords default value: 10 minimum value: 1 maximum value: 10000",
-    "type": "integer"
-  },
-  "keywords": {
-    "description": "target keywords in the domain’s title, description or meta keywords required field if you don’t specify groups, technology_paths, categories, or technologies you can specify the maximum of 10 keywords; UTF-8 encoding; example: [\"seo\",\"software\"] learn more about rules and limitations of keyword and keywords fields in DataForSEO APIs in this Help Center article",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "mode": {
-    "description": "search mode optional field possible search mode types: as_is – search for results exactly matching the specified group ids, category ids, or technology names entry – search for results matching a part of the specified group ids, category ids, or technology names default value: as_is",
-    "type": "string"
-  },
-  "tag": {
-    "description": "user-defined task identifier optional field the character limit is 255 you can use this parameter to identify the task and match it with the result you will find the specified tag value in the data object of the response",
-    "type": "string"
-  },
-  "technologies": {
-    "description": "target technologies required field if you don’t specify groups, technology_paths, categories, or keywords you can find the full list of technologies you can specify here on this page note: you can specify up to 10 technologies in this array example: [\"Google Pay\",\"Salesforce\"]",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "technology_paths": {
-    "description": "target technology paths required field if you don’t specify groups, technologies and categories each technology path should be specified as a separate object containing “path” and “name”, where “path” is specified as “$group_id.$category_id” and “name” – as the name of the target technology; each object with a technology path should be separated with a comma you can find the full list of technology group ids, category ids and technology names on this page note: you can specify up to 10 technology paths in this array example: [{\"path\": \"content.cms\",\"name\": \"wordpress\"}, {\"path\": \"marketing.crm\",\"name\": \"salesforce\"}]",
-    "items": {
-      "properties": {
-        "name": {
-          "type": "string"
-        },
-        "path": {
-          "type": "string"
-        }
-      },
-      "required": [
-        "path",
-        "name"
-      ],
-      "type": "object"
-    },
-    "type": "array"
-  }
-}
    • changedInput schema / properties / body / items / type
      Previous value: -"object"New value: +[
+  "object",
+  "null"
+]
    • changedInput schema / required
      Previous value: -[
-  "body"
-]New value: +[]
    • addedOutput schema / x-fastmcp-wrap-result
      Added value: +true
  6. First observed

TDQS

B3.2/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare the safety profile (readOnly=false, destructive=true, openWorld=true, idempotent=false), and the description does not contradict them. It does add genuinely useful context the annotations lack: usage-based billing with a ~$0.012 default estimate and the note that pricing may differ. It says nothing about rate limits, latency, or what the query actually consumes, so it is only partially additive.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

One tight sentence stating the purpose, followed by the standard pricing block. Purpose is front-loaded with no filler. Minor deduction for the stray zero-width characters before the opening text and for the pricing boilerplate that is not really part of the tool's semantics.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

An output schema exists, so return structure needn't be explained. However, the schema marks no top-level fields required while conditionally requiring at least one of groups/technologies/categories/keywords/technology_paths; the description hints at this but never states the 'at least one selector' rule, which is the key thing an agent must know to call it successfully.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Reported schema description coverage is 0% at the top level (the single 'body' parameter is undocumented), though the nested fields carry rich provider descriptions. The description partially compensates by naming the three selector dimensions (technology names, groups, categories) but omits keywords, technology_paths, mode, filters, and internal_list_limit. Baseline 3 for partial compensation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

States a specific verb and resource: it returns the count of domains by country/language that use given technology names, groups, or categories. This is far more informative than a restatement of the title. It does not, however, distinguish itself from siblings like post_dataforseo_domains_tech_technology_stats_live or post_dataforseo_domains_tech_aggregation_live, which sound very similar.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description names the three input dimensions (technology names, groups, categories) but gives no when-to-use guidance, no exclusions, and no pointer to alternative endpoints. An agent cannot tell from this text why it should pick this tool over technology_stats_live or aggregation_live.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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