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AIsa SERP — Google

by one.aisa
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Live Google Dataset Search Advanced

post_dataforseo_serp_google_dataset_search_live
Destructive

‌ Live Google Dataset Search provides real-time data on the top 20 Google Dataset search engine results. These results are specific to the indicated keyword. You can specify other parameters optionally.

Usage-based billing; Default request estimate: $0.02 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. Changed1 schema field changed
    • changedInput schema / properties / body / items / oneOf
      Previous value: -[
-  {
-    "example": [
-      {
-        "file_formats": [
-          "archive",
-          "image"
-        ],
-        "is_free": true,
-        "keyword": "water quality",
-        "last_updated": "1m",
-        "topics": [
-          "natural_sciences",
-          "geo"
-        ],
-        "usage_rights": "noncommercial"
-      }
-    ],
-    "properties": {
-      "depth": {
-        "description": "<p><em>parsing depth</em><p>optional field<p>number of results in SERP<p>default value: <code>20</code><p>max value: <code>200</code></p><br><strong>Your account will be billed per each SERP containing up to 20 results;</strong><p>Setting depth above 20 may result in additional charges if the search engine returns more than 20 results;<p>If the specified depth is higher than the number of results in the response, the difference will be refunded to your account balance automatically.",
-        "type": [
-          "integer",
-          "null"
-        ]
-      },
-      "device": {
-        "description": "<p><em>device type</em><p>optional field<p>return results for a specific device type<p>possible value: <code>desktop</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "file_formats": {
-        "description": "<p><em>file formats of the dataset</em><p>optional field<p>possible values: <code>other</code>, <code>archive</code>, <code>text</code>, <code>image</code>, <code>document</code>, <code>tabular</code></p>",
-        "items": {
-          "type": "string"
-        },
-        "type": [
-          "array",
-          "null"
-        ]
-      },
-      "is_free": {
-        "description": "<p><em>indicates whether displayed datasets are free</em><p>optional field<p>possible values: <code>true</code>, <code>false</code></p>",
-        "type": [
-          "boolean",
-          "null"
-        ]
-      },
-      "keyword": {
-        "description": "<p><em>keyword</em><p><strong>required field</strong><p>you can specify <strong>up to 700 characters</strong> in the <code>keyword</code> field<p>all %## will be decoded (plus character ‘+’ will be decoded to a space character)<p>if you need to use the “%” character for your <code>keyword</code>, please specify it as “%25”;<p>if you need to use the “+” character for your <code>keyword</code>, please specify it as “%2B”;</p><br><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></p>",
-        "type": "string"
-      },
-      "language_code": {
-        "description": "<p><em>search engine language code</em><p>optional field if you don't specify <code>language_name</code><p>if you use this field, you don't need to specify <code>language_name</code><p>possible value:<p><code class=\"long-string\">en</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "language_name": {
-        "description": "<p><em>full name of search engine language</em><p>optional field<p>if you use this field, you don't need to specify <code>language_code</code><p>possible value:<p><code class=\"long-string\">English</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "last_updated": {
-        "description": "<p><em>last time the dataset was updated</em><p>optional field<p>possible values: <code>1m</code>, <code>1y</code>, <code>3y</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "os": {
-        "description": "<p><em>device operating system</em><p>optional field<p>choose from the following values: <code>windows</code>, <code>macos</code><p>default value: <code>windows</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "tag": {
-        "description": "<p><em>user-defined task identifier</em><p>optional field<p><em>the character limit is 255</em><p>you can use this parameter to identify the task and match it with the result<p>you will find the specified <code>tag</code> value in the <code>data</code> object of the response</p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "topics": {
-        "description": "<p><em>dataset topics</em><p>optional field<p>possible values: <code>humanities</code>, <code>social_sciences</code>, <code>life_sciences</code>, <code>agriculture</code>, <code>natural_sciences</code>, <code>geo</code>, <code>computer</code>, <code>architecture_and_urban_planning</code>, <code>engineering</code></p>",
-        "items": {
-          "type": "string"
-        },
-        "type": [
-          "array",
-          "null"
-        ]
-      },
-      "usage_rights": {
-        "description": "<p><em>usage rights of the dataset</em><p>optional field<p>possible values: <code>commercial</code>, <code>noncommercial</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  }
-]New value: +[
+  {
+    "properties": {
+      "depth": {
+        "description": "<p><em>parsing depth</em><p>optional field<p>number of results in SERP<p>default value: <code>20</code><p>max value: <code>200</code></p><br><strong>Your account will be billed per each SERP containing up to 20 results;</strong><p>Setting depth above 20 may result in additional charges if the search engine returns more than 20 results;<p>If the specified depth is higher than the number of results in the response, the difference will be refunded to your account balance automatically.",
+        "type": [
+          "integer",
+          "null"
+        ]
+      },
+      "device": {
+        "description": "<p><em>device type</em><p>optional field<p>return results for a specific device type<p>possible value: <code>desktop</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "file_formats": {
+        "description": "<p><em>file formats of the dataset</em><p>optional field<p>possible values: <code>other</code>, <code>archive</code>, <code>text</code>, <code>image</code>, <code>document</code>, <code>tabular</code></p>",
+        "items": {
+          "type": "string"
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "is_free": {
+        "description": "<p><em>indicates whether displayed datasets are free</em><p>optional field<p>possible values: <code>true</code>, <code>false</code></p>",
+        "type": [
+          "boolean",
+          "null"
+        ]
+      },
+      "keyword": {
+        "description": "<p><em>keyword</em><p><strong>required field</strong><p>you can specify <strong>up to 700 characters</strong> in the <code>keyword</code> field<p>all %## will be decoded (plus character ‘+’ will be decoded to a space character)<p>if you need to use the “%” character for your <code>keyword</code>, please specify it as “%25”;<p>if you need to use the “+” character for your <code>keyword</code>, please specify it as “%2B”;</p><br><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></p>",
+        "type": "string"
+      },
+      "language_code": {
+        "description": "<p><em>search engine language code</em><p>optional field if you don't specify <code>language_name</code><p>if you use this field, you don't need to specify <code>language_name</code><p>possible value:<p><code class=\"long-string\">en</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "language_name": {
+        "description": "<p><em>full name of search engine language</em><p>optional field<p>if you use this field, you don't need to specify <code>language_code</code><p>possible value:<p><code class=\"long-string\">English</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "last_updated": {
+        "description": "<p><em>last time the dataset was updated</em><p>optional field<p>possible values: <code>1m</code>, <code>1y</code>, <code>3y</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "os": {
+        "description": "<p><em>device operating system</em><p>optional field<p>choose from the following values: <code>windows</code>, <code>macos</code><p>default value: <code>windows</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "tag": {
+        "description": "<p><em>user-defined task identifier</em><p>optional field<p><em>the character limit is 255</em><p>you can use this parameter to identify the task and match it with the result<p>you will find the specified <code>tag</code> value in the <code>data</code> object of the response</p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "topics": {
+        "description": "<p><em>dataset topics</em><p>optional field<p>possible values: <code>humanities</code>, <code>social_sciences</code>, <code>life_sciences</code>, <code>agriculture</code>, <code>natural_sciences</code>, <code>geo</code>, <code>computer</code>, <code>architecture_and_urban_planning</code>, <code>engineering</code></p>",
+        "items": {
+          "type": "string"
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "usage_rights": {
+        "description": "<p><em>usage rights of the dataset</em><p>optional field<p>possible values: <code>commercial</code>, <code>noncommercial</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  }
+]
  2. Changed2 schema fields changed
    • removedInput schema / properties / body / items / anyOf
      Removed value: -[
-  {
-    "example": [
-      {
-        "file_formats": [
-          "archive",
-          "image"
-        ],
-        "is_free": true,
-        "keyword": "water quality",
-        "last_updated": "1m",
-        "topics": [
-          "natural_sciences",
-          "geo"
-        ],
-        "usage_rights": "noncommercial"
-      }
-    ],
-    "properties": {
-      "depth": {
-        "description": "<p><em>parsing depth</em><p>optional field<p>number of results in SERP<p>default value: <code>20</code><p>max value: <code>200</code></p><br><strong>Your account will be billed per each SERP containing up to 20 results;</strong><p>Setting depth above 20 may result in additional charges if the search engine returns more than 20 results;<p>If the specified depth is higher than the number of results in the response, the difference will be refunded to your account balance automatically.",
-        "type": [
-          "integer",
-          "null"
-        ]
-      },
-      "device": {
-        "description": "<p><em>device type</em><p>optional field<p>return results for a specific device type<p>possible value: <code>desktop</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "file_formats": {
-        "description": "<p><em>file formats of the dataset</em><p>optional field<p>possible values: <code>other</code>, <code>archive</code>, <code>text</code>, <code>image</code>, <code>document</code>, <code>tabular</code></p>",
-        "items": {
-          "type": "string"
-        },
-        "type": [
-          "array",
-          "null"
-        ]
-      },
-      "is_free": {
-        "description": "<p><em>indicates whether displayed datasets are free</em><p>optional field<p>possible values: <code>true</code>, <code>false</code></p>",
-        "type": [
-          "boolean",
-          "null"
-        ]
-      },
-      "keyword": {
-        "description": "<p><em>keyword</em><p><strong>required field</strong><p>you can specify <strong>up to 700 characters</strong> in the <code>keyword</code> field<p>all %## will be decoded (plus character ‘+’ will be decoded to a space character)<p>if you need to use the “%” character for your <code>keyword</code>, please specify it as “%25”;<p>if you need to use the “+” character for your <code>keyword</code>, please specify it as “%2B”;</p><br><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></p>",
-        "type": "string"
-      },
-      "language_code": {
-        "description": "<p><em>search engine language code</em><p>optional field if you don't specify <code>language_name</code><p>if you use this field, you don't need to specify <code>language_name</code><p>possible value:<p><code class=\"long-string\">en</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "language_name": {
-        "description": "<p><em>full name of search engine language</em><p>optional field<p>if you use this field, you don't need to specify <code>language_code</code><p>possible value:<p><code class=\"long-string\">English</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "last_updated": {
-        "description": "<p><em>last time the dataset was updated</em><p>optional field<p>possible values: <code>1m</code>, <code>1y</code>, <code>3y</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "os": {
-        "description": "<p><em>device operating system</em><p>optional field<p>choose from the following values: <code>windows</code>, <code>macos</code><p>default value: <code>windows</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "tag": {
-        "description": "<p><em>user-defined task identifier</em><p>optional field<p><em>the character limit is 255</em><p>you can use this parameter to identify the task and match it with the result<p>you will find the specified <code>tag</code> value in the <code>data</code> object of the response</p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "topics": {
-        "description": "<p><em>dataset topics</em><p>optional field<p>possible values: <code>humanities</code>, <code>social_sciences</code>, <code>life_sciences</code>, <code>agriculture</code>, <code>natural_sciences</code>, <code>geo</code>, <code>computer</code>, <code>architecture_and_urban_planning</code>, <code>engineering</code></p>",
-        "items": {
-          "type": "string"
-        },
-        "type": [
-          "array",
-          "null"
-        ]
-      },
-      "usage_rights": {
-        "description": "<p><em>usage rights of the dataset</em><p>optional field<p>possible values: <code>commercial</code>, <code>noncommercial</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  }
-]
    • addedInput schema / properties / body / items / oneOf
      Added value: +[
+  {
+    "example": [
+      {
+        "file_formats": [
+          "archive",
+          "image"
+        ],
+        "is_free": true,
+        "keyword": "water quality",
+        "last_updated": "1m",
+        "topics": [
+          "natural_sciences",
+          "geo"
+        ],
+        "usage_rights": "noncommercial"
+      }
+    ],
+    "properties": {
+      "depth": {
+        "description": "<p><em>parsing depth</em><p>optional field<p>number of results in SERP<p>default value: <code>20</code><p>max value: <code>200</code></p><br><strong>Your account will be billed per each SERP containing up to 20 results;</strong><p>Setting depth above 20 may result in additional charges if the search engine returns more than 20 results;<p>If the specified depth is higher than the number of results in the response, the difference will be refunded to your account balance automatically.",
+        "type": [
+          "integer",
+          "null"
+        ]
+      },
+      "device": {
+        "description": "<p><em>device type</em><p>optional field<p>return results for a specific device type<p>possible value: <code>desktop</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "file_formats": {
+        "description": "<p><em>file formats of the dataset</em><p>optional field<p>possible values: <code>other</code>, <code>archive</code>, <code>text</code>, <code>image</code>, <code>document</code>, <code>tabular</code></p>",
+        "items": {
+          "type": "string"
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "is_free": {
+        "description": "<p><em>indicates whether displayed datasets are free</em><p>optional field<p>possible values: <code>true</code>, <code>false</code></p>",
+        "type": [
+          "boolean",
+          "null"
+        ]
+      },
+      "keyword": {
+        "description": "<p><em>keyword</em><p><strong>required field</strong><p>you can specify <strong>up to 700 characters</strong> in the <code>keyword</code> field<p>all %## will be decoded (plus character ‘+’ will be decoded to a space character)<p>if you need to use the “%” character for your <code>keyword</code>, please specify it as “%25”;<p>if you need to use the “+” character for your <code>keyword</code>, please specify it as “%2B”;</p><br><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></p>",
+        "type": "string"
+      },
+      "language_code": {
+        "description": "<p><em>search engine language code</em><p>optional field if you don't specify <code>language_name</code><p>if you use this field, you don't need to specify <code>language_name</code><p>possible value:<p><code class=\"long-string\">en</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "language_name": {
+        "description": "<p><em>full name of search engine language</em><p>optional field<p>if you use this field, you don't need to specify <code>language_code</code><p>possible value:<p><code class=\"long-string\">English</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "last_updated": {
+        "description": "<p><em>last time the dataset was updated</em><p>optional field<p>possible values: <code>1m</code>, <code>1y</code>, <code>3y</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "os": {
+        "description": "<p><em>device operating system</em><p>optional field<p>choose from the following values: <code>windows</code>, <code>macos</code><p>default value: <code>windows</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "tag": {
+        "description": "<p><em>user-defined task identifier</em><p>optional field<p><em>the character limit is 255</em><p>you can use this parameter to identify the task and match it with the result<p>you will find the specified <code>tag</code> value in the <code>data</code> object of the response</p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "topics": {
+        "description": "<p><em>dataset topics</em><p>optional field<p>possible values: <code>humanities</code>, <code>social_sciences</code>, <code>life_sciences</code>, <code>agriculture</code>, <code>natural_sciences</code>, <code>geo</code>, <code>computer</code>, <code>architecture_and_urban_planning</code>, <code>engineering</code></p>",
+        "items": {
+          "type": "string"
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "usage_rights": {
+        "description": "<p><em>usage rights of the dataset</em><p>optional field<p>possible values: <code>commercial</code>, <code>noncommercial</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  }
+]
  3. Changed7 schema fields changed
    • addedInput schema / properties / body / example
      Added value: +[
+  {
+    "file_formats": [
+      "archive",
+      "image"
+    ],
+    "is_free": true,
+    "keyword": "water quality",
+    "last_updated": "1m",
+    "topics": [
+      "natural_sciences",
+      "geo"
+    ],
+    "usage_rights": "noncommercial"
+  }
+]
    • addedInput schema / properties / body / items / anyOf
      Added value: +[
+  {
+    "example": [
+      {
+        "file_formats": [
+          "archive",
+          "image"
+        ],
+        "is_free": true,
+        "keyword": "water quality",
+        "last_updated": "1m",
+        "topics": [
+          "natural_sciences",
+          "geo"
+        ],
+        "usage_rights": "noncommercial"
+      }
+    ],
+    "properties": {
+      "depth": {
+        "description": "<p><em>parsing depth</em><p>optional field<p>number of results in SERP<p>default value: <code>20</code><p>max value: <code>200</code></p><br><strong>Your account will be billed per each SERP containing up to 20 results;</strong><p>Setting depth above 20 may result in additional charges if the search engine returns more than 20 results;<p>If the specified depth is higher than the number of results in the response, the difference will be refunded to your account balance automatically.",
+        "type": [
+          "integer",
+          "null"
+        ]
+      },
+      "device": {
+        "description": "<p><em>device type</em><p>optional field<p>return results for a specific device type<p>possible value: <code>desktop</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "file_formats": {
+        "description": "<p><em>file formats of the dataset</em><p>optional field<p>possible values: <code>other</code>, <code>archive</code>, <code>text</code>, <code>image</code>, <code>document</code>, <code>tabular</code></p>",
+        "items": {
+          "type": "string"
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "is_free": {
+        "description": "<p><em>indicates whether displayed datasets are free</em><p>optional field<p>possible values: <code>true</code>, <code>false</code></p>",
+        "type": [
+          "boolean",
+          "null"
+        ]
+      },
+      "keyword": {
+        "description": "<p><em>keyword</em><p><strong>required field</strong><p>you can specify <strong>up to 700 characters</strong> in the <code>keyword</code> field<p>all %## will be decoded (plus character ‘+’ will be decoded to a space character)<p>if you need to use the “%” character for your <code>keyword</code>, please specify it as “%25”;<p>if you need to use the “+” character for your <code>keyword</code>, please specify it as “%2B”;</p><br><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></p>",
+        "type": "string"
+      },
+      "language_code": {
+        "description": "<p><em>search engine language code</em><p>optional field if you don't specify <code>language_name</code><p>if you use this field, you don't need to specify <code>language_name</code><p>possible value:<p><code class=\"long-string\">en</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "language_name": {
+        "description": "<p><em>full name of search engine language</em><p>optional field<p>if you use this field, you don't need to specify <code>language_code</code><p>possible value:<p><code class=\"long-string\">English</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "last_updated": {
+        "description": "<p><em>last time the dataset was updated</em><p>optional field<p>possible values: <code>1m</code>, <code>1y</code>, <code>3y</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "os": {
+        "description": "<p><em>device operating system</em><p>optional field<p>choose from the following values: <code>windows</code>, <code>macos</code><p>default value: <code>windows</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "tag": {
+        "description": "<p><em>user-defined task identifier</em><p>optional field<p><em>the character limit is 255</em><p>you can use this parameter to identify the task and match it with the result<p>you will find the specified <code>tag</code> value in the <code>data</code> object of the response</p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "topics": {
+        "description": "<p><em>dataset topics</em><p>optional field<p>possible values: <code>humanities</code>, <code>social_sciences</code>, <code>life_sciences</code>, <code>agriculture</code>, <code>natural_sciences</code>, <code>geo</code>, <code>computer</code>, <code>architecture_and_urban_planning</code>, <code>engineering</code></p>",
+        "items": {
+          "type": "string"
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "usage_rights": {
+        "description": "<p><em>usage rights of the dataset</em><p>optional field<p>possible values: <code>commercial</code>, <code>noncommercial</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  }
+]
    • removedInput schema / properties / body / items / properties
      Removed value: -{
-  "file_formats": {
-    "description": "file formats of the dataset optional field possible values: other, archive, text, image, document, tabular",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "keyword": {
-    "description": "keyword required field you can specify up to 700 characters in the keyword field all %## will be decoded (plus character ‘+’ will be decoded to a space character) if you need to use the “%” character for your keyword, please specify it as “%25”; if you need to use the “+” character for your keyword, please specify it as “%2B”; learn more about rules and limitations of keyword and keywords fields in DataForSEO APIs in this Help Center article",
-    "type": "string"
-  },
-  "language_code": {
-    "description": "search engine language code optional field if you don't specify language_name if you use this field, you don't need to specify language_name possible value: en",
-    "type": "string"
-  },
-  "language_name": {
-    "description": "full name of search engine language optional field if you use this field, you don't need to specify language_code possible value: English",
-    "type": "string"
-  },
-  "last_updated": {
-    "description": "last time the dataset was updated optional field possible values: 1m, 1y, 3y",
-    "type": "string"
-  },
-  "os": {
-    "description": "device operating system optional field choose from the following values: windows, macos default value: windows",
-    "type": "string"
-  },
-  "usage_rights": {
-    "description": "usage rights of the dataset optional field possible values: commercial, noncommercial",
-    "type": "string"
-  }
-}
    • removedInput schema / properties / body / items / required
      Removed value: -[
-  "keyword"
-]
    • 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: -[
-  {
-    "file_formats": [
-      "archive",
-      "image"
-    ],
-    "is_free": true,
-    "keyword": "water quality",
-    "last_updated": "1m",
-    "topics": [
-      "natural_sciences",
-      "geo"
-    ],
-    "usage_rights": "noncommercial"
-  }
-]
    • removedInput schema / properties / body / items / anyOf
      Removed value: -[
-  {
-    "example": [
-      {
-        "file_formats": [
-          "archive",
-          "image"
-        ],
-        "is_free": true,
-        "keyword": "water quality",
-        "last_updated": "1m",
-        "topics": [
-          "natural_sciences",
-          "geo"
-        ],
-        "usage_rights": "noncommercial"
-      }
-    ],
-    "properties": {
-      "depth": {
-        "description": "<p><em>parsing depth</em><p>optional field<p>number of results in SERP<p>default value: <code>20</code><p>max value: <code>200</code></p><br><strong>Your account will be billed per each SERP containing up to 20 results;</strong><p>Setting depth above 20 may result in additional charges if the search engine returns more than 20 results;<p>If the specified depth is higher than the number of results in the response, the difference will be refunded to your account balance automatically.",
-        "type": [
-          "integer",
-          "null"
-        ]
-      },
-      "device": {
-        "description": "<p><em>device type</em><p>optional field<p>return results for a specific device type<p>possible value: <code>desktop</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "file_formats": {
-        "description": "<p><em>file formats of the dataset</em><p>optional field<p>possible values: <code>other</code>, <code>archive</code>, <code>text</code>, <code>image</code>, <code>document</code>, <code>tabular</code></p>",
-        "items": {
-          "type": "string"
-        },
-        "type": [
-          "array",
-          "null"
-        ]
-      },
-      "is_free": {
-        "description": "<p><em>indicates whether displayed datasets are free</em><p>optional field<p>possible values: <code>true</code>, <code>false</code></p>",
-        "type": [
-          "boolean",
-          "null"
-        ]
-      },
-      "keyword": {
-        "description": "<p><em>keyword</em><p><strong>required field</strong><p>you can specify <strong>up to 700 characters</strong> in the <code>keyword</code> field<p>all %## will be decoded (plus character ‘+’ will be decoded to a space character)<p>if you need to use the “%” character for your <code>keyword</code>, please specify it as “%25”;<p>if you need to use the “+” character for your <code>keyword</code>, please specify it as “%2B”;</p><br><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></p>",
-        "type": "string"
-      },
-      "language_code": {
-        "description": "<p><em>search engine language code</em><p>optional field if you don't specify <code>language_name</code><p>if you use this field, you don't need to specify <code>language_name</code><p>possible value:<p><code class=\"long-string\">en</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "language_name": {
-        "description": "<p><em>full name of search engine language</em><p>optional field<p>if you use this field, you don't need to specify <code>language_code</code><p>possible value:<p><code class=\"long-string\">English</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "last_updated": {
-        "description": "<p><em>last time the dataset was updated</em><p>optional field<p>possible values: <code>1m</code>, <code>1y</code>, <code>3y</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "os": {
-        "description": "<p><em>device operating system</em><p>optional field<p>choose from the following values: <code>windows</code>, <code>macos</code><p>default value: <code>windows</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "tag": {
-        "description": "<p><em>user-defined task identifier</em><p>optional field<p><em>the character limit is 255</em><p>you can use this parameter to identify the task and match it with the result<p>you will find the specified <code>tag</code> value in the <code>data</code> object of the response</p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "topics": {
-        "description": "<p><em>dataset topics</em><p>optional field<p>possible values: <code>humanities</code>, <code>social_sciences</code>, <code>life_sciences</code>, <code>agriculture</code>, <code>natural_sciences</code>, <code>geo</code>, <code>computer</code>, <code>architecture_and_urban_planning</code>, <code>engineering</code></p>",
-        "items": {
-          "type": "string"
-        },
-        "type": [
-          "array",
-          "null"
-        ]
-      },
-      "usage_rights": {
-        "description": "<p><em>usage rights of the dataset</em><p>optional field<p>possible values: <code>commercial</code>, <code>noncommercial</code></p>",
-        "type": [
-          "string",
-          "null"
-        ]
-      }
-    },
-    "type": "object"
-  }
-]
    • addedInput schema / properties / body / items / properties
      Added value: +{
+  "file_formats": {
+    "description": "file formats of the dataset optional field possible values: other, archive, text, image, document, tabular",
+    "items": {
+      "type": "string"
+    },
+    "type": "array"
+  },
+  "keyword": {
+    "description": "keyword required field you can specify up to 700 characters in the keyword field all %## will be decoded (plus character ‘+’ will be decoded to a space character) if you need to use the “%” character for your keyword, please specify it as “%25”; if you need to use the “+” character for your keyword, please specify it as “%2B”; learn more about rules and limitations of keyword and keywords fields in DataForSEO APIs in this Help Center article",
+    "type": "string"
+  },
+  "language_code": {
+    "description": "search engine language code optional field if you don't specify language_name if you use this field, you don't need to specify language_name possible value: en",
+    "type": "string"
+  },
+  "language_name": {
+    "description": "full name of search engine language optional field if you use this field, you don't need to specify language_code possible value: English",
+    "type": "string"
+  },
+  "last_updated": {
+    "description": "last time the dataset was updated optional field possible values: 1m, 1y, 3y",
+    "type": "string"
+  },
+  "os": {
+    "description": "device operating system optional field choose from the following values: windows, macos default value: windows",
+    "type": "string"
+  },
+  "usage_rights": {
+    "description": "usage rights of the dataset optional field possible values: commercial, noncommercial",
+    "type": "string"
+  }
+}
    • addedInput schema / properties / body / items / required
      Added value: +[
+  "keyword"
+]
    • 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: +[
+  {
+    "file_formats": [
+      "archive",
+      "image"
+    ],
+    "is_free": true,
+    "keyword": "water quality",
+    "last_updated": "1m",
+    "topics": [
+      "natural_sciences",
+      "geo"
+    ],
+    "usage_rights": "noncommercial"
+  }
+]
    • addedInput schema / properties / body / items / anyOf
      Added value: +[
+  {
+    "example": [
+      {
+        "file_formats": [
+          "archive",
+          "image"
+        ],
+        "is_free": true,
+        "keyword": "water quality",
+        "last_updated": "1m",
+        "topics": [
+          "natural_sciences",
+          "geo"
+        ],
+        "usage_rights": "noncommercial"
+      }
+    ],
+    "properties": {
+      "depth": {
+        "description": "<p><em>parsing depth</em><p>optional field<p>number of results in SERP<p>default value: <code>20</code><p>max value: <code>200</code></p><br><strong>Your account will be billed per each SERP containing up to 20 results;</strong><p>Setting depth above 20 may result in additional charges if the search engine returns more than 20 results;<p>If the specified depth is higher than the number of results in the response, the difference will be refunded to your account balance automatically.",
+        "type": [
+          "integer",
+          "null"
+        ]
+      },
+      "device": {
+        "description": "<p><em>device type</em><p>optional field<p>return results for a specific device type<p>possible value: <code>desktop</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "file_formats": {
+        "description": "<p><em>file formats of the dataset</em><p>optional field<p>possible values: <code>other</code>, <code>archive</code>, <code>text</code>, <code>image</code>, <code>document</code>, <code>tabular</code></p>",
+        "items": {
+          "type": "string"
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "is_free": {
+        "description": "<p><em>indicates whether displayed datasets are free</em><p>optional field<p>possible values: <code>true</code>, <code>false</code></p>",
+        "type": [
+          "boolean",
+          "null"
+        ]
+      },
+      "keyword": {
+        "description": "<p><em>keyword</em><p><strong>required field</strong><p>you can specify <strong>up to 700 characters</strong> in the <code>keyword</code> field<p>all %## will be decoded (plus character ‘+’ will be decoded to a space character)<p>if you need to use the “%” character for your <code>keyword</code>, please specify it as “%25”;<p>if you need to use the “+” character for your <code>keyword</code>, please specify it as “%2B”;</p><br><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></p>",
+        "type": "string"
+      },
+      "language_code": {
+        "description": "<p><em>search engine language code</em><p>optional field if you don't specify <code>language_name</code><p>if you use this field, you don't need to specify <code>language_name</code><p>possible value:<p><code class=\"long-string\">en</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "language_name": {
+        "description": "<p><em>full name of search engine language</em><p>optional field<p>if you use this field, you don't need to specify <code>language_code</code><p>possible value:<p><code class=\"long-string\">English</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "last_updated": {
+        "description": "<p><em>last time the dataset was updated</em><p>optional field<p>possible values: <code>1m</code>, <code>1y</code>, <code>3y</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "os": {
+        "description": "<p><em>device operating system</em><p>optional field<p>choose from the following values: <code>windows</code>, <code>macos</code><p>default value: <code>windows</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "tag": {
+        "description": "<p><em>user-defined task identifier</em><p>optional field<p><em>the character limit is 255</em><p>you can use this parameter to identify the task and match it with the result<p>you will find the specified <code>tag</code> value in the <code>data</code> object of the response</p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "topics": {
+        "description": "<p><em>dataset topics</em><p>optional field<p>possible values: <code>humanities</code>, <code>social_sciences</code>, <code>life_sciences</code>, <code>agriculture</code>, <code>natural_sciences</code>, <code>geo</code>, <code>computer</code>, <code>architecture_and_urban_planning</code>, <code>engineering</code></p>",
+        "items": {
+          "type": "string"
+        },
+        "type": [
+          "array",
+          "null"
+        ]
+      },
+      "usage_rights": {
+        "description": "<p><em>usage rights of the dataset</em><p>optional field<p>possible values: <code>commercial</code>, <code>noncommercial</code></p>",
+        "type": [
+          "string",
+          "null"
+        ]
+      }
+    },
+    "type": "object"
+  }
+]
    • removedInput schema / properties / body / items / properties
      Removed value: -{
-  "file_formats": {
-    "description": "file formats of the dataset optional field possible values: other, archive, text, image, document, tabular",
-    "items": {
-      "type": "string"
-    },
-    "type": "array"
-  },
-  "keyword": {
-    "description": "keyword required field you can specify up to 700 characters in the keyword field all %## will be decoded (plus character ‘+’ will be decoded to a space character) if you need to use the “%” character for your keyword, please specify it as “%25”; if you need to use the “+” character for your keyword, please specify it as “%2B”; learn more about rules and limitations of keyword and keywords fields in DataForSEO APIs in this Help Center article",
-    "type": "string"
-  },
-  "language_code": {
-    "description": "search engine language code optional field if you don't specify language_name if you use this field, you don't need to specify language_name possible value: en",
-    "type": "string"
-  },
-  "language_name": {
-    "description": "full name of search engine language optional field if you use this field, you don't need to specify language_code possible value: English",
-    "type": "string"
-  },
-  "last_updated": {
-    "description": "last time the dataset was updated optional field possible values: 1m, 1y, 3y",
-    "type": "string"
-  },
-  "os": {
-    "description": "device operating system optional field choose from the following values: windows, macos default value: windows",
-    "type": "string"
-  },
-  "usage_rights": {
-    "description": "usage rights of the dataset optional field possible values: commercial, noncommercial",
-    "type": "string"
-  }
-}
    • removedInput schema / properties / body / items / required
      Removed value: -[
-  "keyword"
-]
    • 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. Changed7 schema fields changed
    • changedInput schema / properties / body / items / properties / file_formats / description
      Previous value: -"Dataset file formats"New value: +"file formats of the dataset optional field possible values: other, archive, text, image, document, tabular"
    • changedInput schema / properties / body / items / properties / keyword / description
      Previous value: -"Keyword to search datasets for"New value: +"keyword required field you can specify up to 700 characters in the keyword field all %## will be decoded (plus character ‘+’ will be decoded to a space character) if you need to use the “%” character for your keyword, please specify it as “%25”; if you need to use the “+” character for your keyword, please specify it as “%2B”; learn more about rules and limitations of keyword and keywords fields in DataForSEO APIs in this Help Center article"
    • changedInput schema / properties / body / items / properties / language_code / description
      Previous value: -"Search engine language code"New value: +"search engine language code optional field if you don't specify language_name if you use this field, you don't need to specify language_name possible value: en"
    • changedInput schema / properties / body / items / properties / language_name / description
      Previous value: -"Full name of search engine language"New value: +"full name of search engine language optional field if you use this field, you don't need to specify language_code possible value: English"
    • changedInput schema / properties / body / items / properties / last_updated / description
      Previous value: -"Last updated filter"New value: +"last time the dataset was updated optional field possible values: 1m, 1y, 3y"
    • changedInput schema / properties / body / items / properties / os / description
      Previous value: -"Device operating system"New value: +"device operating system optional field choose from the following values: windows, macos default value: windows"
    • changedInput schema / properties / body / items / properties / usage_rights / description
      Previous value: -"Usage rights filter"New value: +"usage rights of the dataset optional field possible values: commercial, noncommercial"
  7. First observed

TDQS

B3.2/5.0
Behavior4/5

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

Annotations cover safety profile (destructiveHint=true, openWorldHint=true, non-idempotent), and the description adds useful behavioral context beyond them: real-time retrieval, a fixed result count (top 20), and usage-based billing with a ~$0.02 request estimate plus settlement caveats. It does not contradict the annotations.

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?

The core purpose sentence is front-loaded and compact, and the billing note is clearly demarcated. The leading zero-width character is noise and the billing block is somewhat long, but overall it is efficient.

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 values need no explanation, but the description omits that 'keyword' is effectively required despite the empty required array, and gives no coverage of the many nested body parameters for a paid, non-idempotent call.

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

Parameters2/5

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

Reported schema description coverage is 0%, so the description must compensate yet only mentions 'top 20 results' and 'other parameters optionally.' It clarifies nothing about keyword, depth, topics, os/device, or language fields; the '20' loosely maps to the depth default but no syntax or enum guidance is added.

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?

The description states a specific verb+resource: real-time retrieval of top-20 Google Dataset Search results for a keyword. It is clear what the tool does, though it does not explicitly differentiate itself from the numerous sibling SERP tools (e.g., post_dataforseo_serp_google_dataset_info_live).

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?

Aside from 'You can specify other parameters optionally,' there is no guidance on when to use this versus alternatives such as google_dataset_info_live or google_organic_live, no prerequisites, and no exclusions.

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

All AIsa SERP — Google toolsInspect
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