Extract ChatGPT

Monitor ChatGPT Responses

curl --request POST \
  --url https://api.cloro.dev/v1/monitor/chatgpt \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "prompt": "What do you know about Acme Corp?",
  "country": "US",
  "include": {
    "html": true,
    "markdown": true,
    "rawResponse": true,
    "searchQueries": true,
    "ads": true,
    "shopping": true
  },
  "state": "CA"
}
'

import requests

url = "https://api.cloro.dev/v1/monitor/chatgpt"

payload = {
    "prompt": "What do you know about Acme Corp?",
    "country": "US",
    "include": {
        "html": True,
        "markdown": True,
        "rawResponse": True,
        "searchQueries": True,
        "ads": True,
        "shopping": True
    },
    "state": "CA"
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    prompt: 'What do you know about Acme Corp?',
    country: 'US',
    include: {
      html: true,
      markdown: true,
      rawResponse: true,
      searchQueries: true,
      ads: true,
      shopping: true
    },
    state: 'CA'
  })
};

fetch('https://api.cloro.dev/v1/monitor/chatgpt', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.cloro.dev/v1/monitor/chatgpt",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'prompt' => 'What do you know about Acme Corp?',
    'country' => 'US',
    'include' => [
        'html' => true,
        'markdown' => true,
        'rawResponse' => true,
        'searchQueries' => true,
        'ads' => true,
        'shopping' => true
    ],
    'state' => 'CA'
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.cloro.dev/v1/monitor/chatgpt"

	payload := strings.NewReader("{\n  \"prompt\": \"What do you know about Acme Corp?\",\n  \"country\": \"US\",\n  \"include\": {\n    \"html\": true,\n    \"markdown\": true,\n    \"rawResponse\": true,\n    \"searchQueries\": true,\n    \"ads\": true,\n    \"shopping\": true\n  },\n  \"state\": \"CA\"\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.cloro.dev/v1/monitor/chatgpt")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"prompt\": \"What do you know about Acme Corp?\",\n  \"country\": \"US\",\n  \"include\": {\n    \"html\": true,\n    \"markdown\": true,\n    \"rawResponse\": true,\n    \"searchQueries\": true,\n    \"ads\": true,\n    \"shopping\": true\n  },\n  \"state\": \"CA\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.cloro.dev/v1/monitor/chatgpt")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"prompt\": \"What do you know about Acme Corp?\",\n  \"country\": \"US\",\n  \"include\": {\n    \"html\": true,\n    \"markdown\": true,\n    \"rawResponse\": true,\n    \"searchQueries\": true,\n    \"ads\": true,\n    \"shopping\": true\n  },\n  \"state\": \"CA\"\n}"

response = http.request(request)
puts response.read_body

{
  "success": true,
  "result": {
    "text": "The name \"Acme Corporation\" is used in various contexts, both fictional and real. Here's an overview:\n\n🐾 Acme Corporation in Fiction\nThe Acme Corporation is a fictional company featured prominently in Warner Bros. cartoons, particularly the Road Runner/Wile E. Coyote series.",
    "sources": [
      {
        "position": 1,
        "url": "https://www.rippling.com/blog/ai-recruiting?utm_source=chatgpt.com",
        "label": "12 Best AI Recruiting Tools For HR in 2025",
        "description": "Discover the top AI recruiting tools that can help HR professionals streamline their hiring process...",
        "footnote": false,
        "datePublished": "May 22, 2025"
      },
      {
        "position": 2,
        "url": "https://www.index.dev/blog/ai-recruiting-software-hiring-managers?utm_source=chatgpt.com",
        "label": "7 Best AI Recruiting Software for Hiring Managers in 2025",
        "description": "A comprehensive guide to the best AI recruiting software options available for hiring managers...",
        "footnote": false,
        "datePublished": "April 10, 2025"
      },
      {
        "position": 3,
        "url": "https://www.selectsoftwarereviews.com/buyer-guide/ai-recruiting?utm_source=chatgpt.com",
        "label": "10+ Best AI Recruiting Software for 2025: Expert Reviews + Pricing",
        "description": "Expert reviews and pricing information for the best AI recruiting software solutions...",
        "footnote": true
      }
    ],
    "html": "https://storage.cloro.dev/results/c45a5081-808d-4ed3-9c86-e4baf16c8ab8/page-1.html",
    "markdown": "The name \"Acme Corporation\" is used in various contexts, both fictional and real. Here's an overview:\n\n🐾 Acme Corporation in Fiction\nThe Acme Corporation is a fictional company featured prominently in Warner Bros. cartoons, particularly the Road Runner/Wile E. Coyote series.",
    "rawResponse": [
      {
        "type": "resume_conversation_token",
        "token": "eyJhbGciOiJFUzI1Ni...WaVoqQ",
        "conversation_id": "68efc64b-2d74-8012-b87d-28e59f3b8a49"
      },
      {
        "type": "message_start",
        "message": {
          "id": "msg_01JD6Q7H1ZKWM9GD34V5ZW1TYM",
          "role": "assistant",
          "model": "gpt-5"
        }
      },
      {
        "type": "message_delta",
        "delta": {
          "content": [
            {
              "type": "output_text_delta",
              "text_delta": "The name \"Acme Corporation\" is used in various contexts..."
            }
          ]
        }
      },
      {
        "type": "message_stop",
        "reason": "end_turn"
      }
    ],
    "searchQueries": [
      "What is Acme Corporation?",
      "Acme Corp company overview",
      "Acme Corporation products and services"
    ],
    "model": "gpt-5",
    "shoppingCards": [
      {
        "tags": [
          "stylish casual leather sneaker",
          "heritage retro leather sneaker"
        ],
        "products": [
          {
            "title": "Adidas VL Court 3.0",
            "url": "https://www.adidas.com/us/vl-court-3.0-shoes/ID8797.html?utm_source=chatgpt.com",
            "price": "$57.00",
            "featured_tag": "stylish casual leather sneaker",
            "merchant": "adidas + others",
            "image_urls": [
              "https://images.openai.com/static-rsc-1/example.jpg"
            ],
            "rating": 4.7,
            "num_reviews": 10394,
            "id": "3250714974047560249",
            "offers": [
              {
                "merchant_name": "adidas",
                "product_name": "Adidas Women's VL Court 3.0",
                "url": "https://www.adidas.com/us/vl-court-3.0-shoes/ID8797.html?utm_source=chatgpt.com",
                "price": "$57.00",
                "details": "In stock online and nearby, Delivery between Sat - Mon $4.99",
                "available": true,
                "checkoutable": false,
                "price_details": {
                  "base": "$57.00",
                  "total": "$57.00"
                },
                "tag": {
                  "text": "Best price"
                }
              }
            ],
            "rating_grouped_citation": {
              "title": "Adidas Women's VL Court 3.0",
              "url": "https://www.adidas.com/us/vl-court-3.0-shoes/ID8797.html",
              "supporting_websites": [
                {
                  "title": "Adidas Women's VL Court 3.0",
                  "url": "https://www.macys.com/shop/product/adidas-womens-vl-court-3.0-casual-sneakers-from-finish-line?ID=21107988&pla_country=US&CAGPSPN=pla"
                }
              ]
            }
          }
        ]
      }
    ],
    "inlineProducts": [
      {
        "product": {
          "title": "Nike Court Vision Low Next Nature Shoes",
          "position": 1,
          "url": "https://www.amazon.in/Nike-Court-Vision-Shoes/dp/B098F6QPLK?utm_source=chatgpt.com",
          "description": "Classic sneaker with modern comfort features",
          "price": "$79.99",
          "featured_tag": "stylish casual leather sneaker",
          "rating": 4.5,
          "num_reviews": 8703,
          "image_urls": [
            "<string>"
          ],
          "id": "prod_12345",
          "variants": "<unknown>",
          "offers": [
            {
              "merchant_name": "Amazon.in",
              "merchant_subtitle": "<string>",
              "product_name": "Nike Men's Court Vision Low Next Nature Shoes",
              "url": "https://www.amazon.in/dp/B098F6QPLK?utm_source=chatgpt.com",
              "price": "$79.99",
              "details": "In stock online, Free delivery",
              "original_price": "<string>",
              "available": true,
              "checkoutable": false,
              "is_digital": true,
              "checkout_payload": "<string>",
              "checkout_image_urls": [
                "<string>"
              ],
              "shop_id": "<string>",
              "provider": "p2",
              "price_details": {
                "display_price": "<string>",
                "base": "$79.99",
                "shipping": "<string>",
                "tax": "<string>",
                "total": "$79.99"
              },
              "tag": {
                "text": "Best price",
                "tooltip": "<string>"
              }
            }
          ],
          "rating_grouped_citation": {
            "title": "Nike Men's Court Vision Low Next Nature Shoes",
            "url": "https://www.amazon.in/dp/B098F6QPLK",
            "supporting_websites": [
              {}
            ]
          },
          "provider": "deprecated",
          "providers": [
            "product_info"
          ],
          "product_lookup_key": {
            "data": "<string>"
          },
          "product_lookup_data": {
            "request_query": "<string>",
            "all_ids": {},
            "metadata_sources": [
              "<string>"
            ]
          },
          "showcase_metadata": {
            "image": {
              "url": "<string>",
              "width": 123,
              "height": 123
            },
            "background": {
              "type": "<string>",
              "primary": "<string>",
              "secondary": "<string>"
            },
            "slots": {},
            "debug": {}
          },
          "show_price_disclosure": false,
          "analytics_meta": {
            "product_event_uuid": "<string>"
          },
          "metadata_sources": [
            "p2"
          ],
          "product_event_uuid": "<string>",
          "generatedProductQuery": "best microwaves uk 2026 countertop inverter combi microwave"
        },
        "render_as": "hero",
        "details": {
          "rationale": {
            "rationale": "<string>",
            "citations": [
              {}
            ]
          },
          "reviews": {
            "summary": "<string>",
            "reviews": [
              {
                "source": "Amazon",
                "theme": "Ease of Use",
                "summary": "<string>",
                "cite": "<string>",
                "rating": 123,
                "num_reviews": 123,
                "cite_url": "<string>"
              }
            ]
          }
        }
      }
    ],
    "entities": [
      {
        "type": "product",
        "name": "adidas Grand Court Lo"
      },
      {
        "type": "product",
        "name": "Reebok Club C 85 Vintage"
      },
      {
        "type": "product",
        "name": "Nike Dunk Low Retro SE"
      }
    ],
    "map": [
      {
        "id": "rVKID2OBQMyVpraqSjz9sg",
        "provider": "yelp",
        "name": "Blue Bottle Coffee",
        "position": 1,
        "address": "66 Mint St, San Francisco, CA 94103",
        "latitude": 37.7811,
        "longitude": -122.4076,
        "categories": [
          "Coffee shop"
        ],
        "rating": 4.5,
        "reviewCount": 1234,
        "description": "Specialty coffee roaster known for their meticulous pour-over preparations",
        "phone": "+1-415-555-0123",
        "websiteUrl": "https://bluebottlecoffee.com"
      }
    ],
    "citationPills": [
      {
        "url": "https://example.com/article",
        "label": "Example Article Title",
        "description": "A detailed description of the cited content",
        "domain": "example.com",
        "datePublished": "2025-01-01",
        "citationPillId": 0,
        "type": "searchResult",
        "position": 1
      }
    ],
    "ads": [
      {
        "brand": {
          "name": "Acme Shoes",
          "url": "https://www.acmeshoes.com?utm_source=chatgpt.com",
          "favicon": "https://images.openai.com/favicon.ico"
        },
        "cards": [
          {
            "title": "Premium Running Shoes",
            "body": "Lightweight performance running shoes with advanced cushioning technology",
            "url": "https://www.acmeshoes.com/running?utm_source=chatgpt.com",
            "image": "https://images.openai.com/product.jpg"
          },
          {
            "title": "Trail Running Shoes",
            "body": "Durable shoes designed for off-road running with superior grip",
            "url": "https://www.acmeshoes.com/trail?utm_source=chatgpt.com",
            "image": "https://images.openai.com/product2.jpg"
          }
        ]
      }
    ]
  }
}

{
  "success": false,
  "error": "Request validation failed",
  "details": [
    {
      "field": "prompt",
      "message": "Prompt cannot be empty"
    }
  ]
}

{
  "error": {
    "code": "MISSING_API_KEY",
    "message": "Missing or invalid API key",
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "error": {
    "code": "INSUFFICIENT_PERMISSIONS",
    "message": "Insufficient permissions",
    "details": {
      "requiredScopes": [
        "read:monitor",
        "write:monitor"
      ]
    },
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "error": {
    "code": "RESOURCE_NOT_FOUND",
    "message": "Route not found",
    "details": {
      "id": "/v1/invalid-endpoint"
    },
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "error": {
    "code": "RESOURCE_CONFLICT",
    "message": "Resource conflict",
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "error": {
    "code": "CONCURRENT_LIMIT_EXCEEDED",
    "message": "Concurrent limit exceeded",
    "details": {
      "limit": 10
    },
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "success": false,
  "error": "Request was canceled"
}

{
  "success": false,
  "error": "Maximum retries exceeded"
}

{
  "error": {
    "code": "EXTERNAL_SERVICE_ERROR",
    "message": "External service error: OpenAI",
    "details": {
      "service": "OpenAI"
    },
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

POST

monitor

chatgpt

Monitor ChatGPT Responses

curl --request POST \
  --url https://api.cloro.dev/v1/monitor/chatgpt \
  --header 'Authorization: Bearer <token>' \
  --header 'Content-Type: application/json' \
  --data '
{
  "prompt": "What do you know about Acme Corp?",
  "country": "US",
  "include": {
    "html": true,
    "markdown": true,
    "rawResponse": true,
    "searchQueries": true,
    "ads": true,
    "shopping": true
  },
  "state": "CA"
}
'

import requests

url = "https://api.cloro.dev/v1/monitor/chatgpt"

payload = {
    "prompt": "What do you know about Acme Corp?",
    "country": "US",
    "include": {
        "html": True,
        "markdown": True,
        "rawResponse": True,
        "searchQueries": True,
        "ads": True,
        "shopping": True
    },
    "state": "CA"
}
headers = {
    "Authorization": "Bearer <token>",
    "Content-Type": "application/json"
}

response = requests.post(url, json=payload, headers=headers)

print(response.text)

const options = {
  method: 'POST',
  headers: {Authorization: 'Bearer <token>', 'Content-Type': 'application/json'},
  body: JSON.stringify({
    prompt: 'What do you know about Acme Corp?',
    country: 'US',
    include: {
      html: true,
      markdown: true,
      rawResponse: true,
      searchQueries: true,
      ads: true,
      shopping: true
    },
    state: 'CA'
  })
};

fetch('https://api.cloro.dev/v1/monitor/chatgpt', options)
  .then(res => res.json())
  .then(res => console.log(res))
  .catch(err => console.error(err));

<?php

$curl = curl_init();

curl_setopt_array($curl, [
  CURLOPT_URL => "https://api.cloro.dev/v1/monitor/chatgpt",
  CURLOPT_RETURNTRANSFER => true,
  CURLOPT_ENCODING => "",
  CURLOPT_MAXREDIRS => 10,
  CURLOPT_TIMEOUT => 30,
  CURLOPT_HTTP_VERSION => CURL_HTTP_VERSION_1_1,
  CURLOPT_CUSTOMREQUEST => "POST",
  CURLOPT_POSTFIELDS => json_encode([
    'prompt' => 'What do you know about Acme Corp?',
    'country' => 'US',
    'include' => [
        'html' => true,
        'markdown' => true,
        'rawResponse' => true,
        'searchQueries' => true,
        'ads' => true,
        'shopping' => true
    ],
    'state' => 'CA'
  ]),
  CURLOPT_HTTPHEADER => [
    "Authorization: Bearer <token>",
    "Content-Type: application/json"
  ],
]);

$response = curl_exec($curl);
$err = curl_error($curl);

curl_close($curl);

if ($err) {
  echo "cURL Error #:" . $err;
} else {
  echo $response;
}

package main

import (
	"fmt"
	"strings"
	"net/http"
	"io"
)

func main() {

	url := "https://api.cloro.dev/v1/monitor/chatgpt"

	payload := strings.NewReader("{\n  \"prompt\": \"What do you know about Acme Corp?\",\n  \"country\": \"US\",\n  \"include\": {\n    \"html\": true,\n    \"markdown\": true,\n    \"rawResponse\": true,\n    \"searchQueries\": true,\n    \"ads\": true,\n    \"shopping\": true\n  },\n  \"state\": \"CA\"\n}")

	req, _ := http.NewRequest("POST", url, payload)

	req.Header.Add("Authorization", "Bearer <token>")
	req.Header.Add("Content-Type", "application/json")

	res, _ := http.DefaultClient.Do(req)

	defer res.Body.Close()
	body, _ := io.ReadAll(res.Body)

	fmt.Println(string(body))

}

HttpResponse<String> response = Unirest.post("https://api.cloro.dev/v1/monitor/chatgpt")
  .header("Authorization", "Bearer <token>")
  .header("Content-Type", "application/json")
  .body("{\n  \"prompt\": \"What do you know about Acme Corp?\",\n  \"country\": \"US\",\n  \"include\": {\n    \"html\": true,\n    \"markdown\": true,\n    \"rawResponse\": true,\n    \"searchQueries\": true,\n    \"ads\": true,\n    \"shopping\": true\n  },\n  \"state\": \"CA\"\n}")
  .asString();

require 'uri'
require 'net/http'

url = URI("https://api.cloro.dev/v1/monitor/chatgpt")

http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true

request = Net::HTTP::Post.new(url)
request["Authorization"] = 'Bearer <token>'
request["Content-Type"] = 'application/json'
request.body = "{\n  \"prompt\": \"What do you know about Acme Corp?\",\n  \"country\": \"US\",\n  \"include\": {\n    \"html\": true,\n    \"markdown\": true,\n    \"rawResponse\": true,\n    \"searchQueries\": true,\n    \"ads\": true,\n    \"shopping\": true\n  },\n  \"state\": \"CA\"\n}"

response = http.request(request)
puts response.read_body

{
  "success": true,
  "result": {
    "text": "The name \"Acme Corporation\" is used in various contexts, both fictional and real. Here's an overview:\n\n🐾 Acme Corporation in Fiction\nThe Acme Corporation is a fictional company featured prominently in Warner Bros. cartoons, particularly the Road Runner/Wile E. Coyote series.",
    "sources": [
      {
        "position": 1,
        "url": "https://www.rippling.com/blog/ai-recruiting?utm_source=chatgpt.com",
        "label": "12 Best AI Recruiting Tools For HR in 2025",
        "description": "Discover the top AI recruiting tools that can help HR professionals streamline their hiring process...",
        "footnote": false,
        "datePublished": "May 22, 2025"
      },
      {
        "position": 2,
        "url": "https://www.index.dev/blog/ai-recruiting-software-hiring-managers?utm_source=chatgpt.com",
        "label": "7 Best AI Recruiting Software for Hiring Managers in 2025",
        "description": "A comprehensive guide to the best AI recruiting software options available for hiring managers...",
        "footnote": false,
        "datePublished": "April 10, 2025"
      },
      {
        "position": 3,
        "url": "https://www.selectsoftwarereviews.com/buyer-guide/ai-recruiting?utm_source=chatgpt.com",
        "label": "10+ Best AI Recruiting Software for 2025: Expert Reviews + Pricing",
        "description": "Expert reviews and pricing information for the best AI recruiting software solutions...",
        "footnote": true
      }
    ],
    "html": "https://storage.cloro.dev/results/c45a5081-808d-4ed3-9c86-e4baf16c8ab8/page-1.html",
    "markdown": "The name \"Acme Corporation\" is used in various contexts, both fictional and real. Here's an overview:\n\n🐾 Acme Corporation in Fiction\nThe Acme Corporation is a fictional company featured prominently in Warner Bros. cartoons, particularly the Road Runner/Wile E. Coyote series.",
    "rawResponse": [
      {
        "type": "resume_conversation_token",
        "token": "eyJhbGciOiJFUzI1Ni...WaVoqQ",
        "conversation_id": "68efc64b-2d74-8012-b87d-28e59f3b8a49"
      },
      {
        "type": "message_start",
        "message": {
          "id": "msg_01JD6Q7H1ZKWM9GD34V5ZW1TYM",
          "role": "assistant",
          "model": "gpt-5"
        }
      },
      {
        "type": "message_delta",
        "delta": {
          "content": [
            {
              "type": "output_text_delta",
              "text_delta": "The name \"Acme Corporation\" is used in various contexts..."
            }
          ]
        }
      },
      {
        "type": "message_stop",
        "reason": "end_turn"
      }
    ],
    "searchQueries": [
      "What is Acme Corporation?",
      "Acme Corp company overview",
      "Acme Corporation products and services"
    ],
    "model": "gpt-5",
    "shoppingCards": [
      {
        "tags": [
          "stylish casual leather sneaker",
          "heritage retro leather sneaker"
        ],
        "products": [
          {
            "title": "Adidas VL Court 3.0",
            "url": "https://www.adidas.com/us/vl-court-3.0-shoes/ID8797.html?utm_source=chatgpt.com",
            "price": "$57.00",
            "featured_tag": "stylish casual leather sneaker",
            "merchant": "adidas + others",
            "image_urls": [
              "https://images.openai.com/static-rsc-1/example.jpg"
            ],
            "rating": 4.7,
            "num_reviews": 10394,
            "id": "3250714974047560249",
            "offers": [
              {
                "merchant_name": "adidas",
                "product_name": "Adidas Women's VL Court 3.0",
                "url": "https://www.adidas.com/us/vl-court-3.0-shoes/ID8797.html?utm_source=chatgpt.com",
                "price": "$57.00",
                "details": "In stock online and nearby, Delivery between Sat - Mon $4.99",
                "available": true,
                "checkoutable": false,
                "price_details": {
                  "base": "$57.00",
                  "total": "$57.00"
                },
                "tag": {
                  "text": "Best price"
                }
              }
            ],
            "rating_grouped_citation": {
              "title": "Adidas Women's VL Court 3.0",
              "url": "https://www.adidas.com/us/vl-court-3.0-shoes/ID8797.html",
              "supporting_websites": [
                {
                  "title": "Adidas Women's VL Court 3.0",
                  "url": "https://www.macys.com/shop/product/adidas-womens-vl-court-3.0-casual-sneakers-from-finish-line?ID=21107988&pla_country=US&CAGPSPN=pla"
                }
              ]
            }
          }
        ]
      }
    ],
    "inlineProducts": [
      {
        "product": {
          "title": "Nike Court Vision Low Next Nature Shoes",
          "position": 1,
          "url": "https://www.amazon.in/Nike-Court-Vision-Shoes/dp/B098F6QPLK?utm_source=chatgpt.com",
          "description": "Classic sneaker with modern comfort features",
          "price": "$79.99",
          "featured_tag": "stylish casual leather sneaker",
          "rating": 4.5,
          "num_reviews": 8703,
          "image_urls": [
            "<string>"
          ],
          "id": "prod_12345",
          "variants": "<unknown>",
          "offers": [
            {
              "merchant_name": "Amazon.in",
              "merchant_subtitle": "<string>",
              "product_name": "Nike Men's Court Vision Low Next Nature Shoes",
              "url": "https://www.amazon.in/dp/B098F6QPLK?utm_source=chatgpt.com",
              "price": "$79.99",
              "details": "In stock online, Free delivery",
              "original_price": "<string>",
              "available": true,
              "checkoutable": false,
              "is_digital": true,
              "checkout_payload": "<string>",
              "checkout_image_urls": [
                "<string>"
              ],
              "shop_id": "<string>",
              "provider": "p2",
              "price_details": {
                "display_price": "<string>",
                "base": "$79.99",
                "shipping": "<string>",
                "tax": "<string>",
                "total": "$79.99"
              },
              "tag": {
                "text": "Best price",
                "tooltip": "<string>"
              }
            }
          ],
          "rating_grouped_citation": {
            "title": "Nike Men's Court Vision Low Next Nature Shoes",
            "url": "https://www.amazon.in/dp/B098F6QPLK",
            "supporting_websites": [
              {}
            ]
          },
          "provider": "deprecated",
          "providers": [
            "product_info"
          ],
          "product_lookup_key": {
            "data": "<string>"
          },
          "product_lookup_data": {
            "request_query": "<string>",
            "all_ids": {},
            "metadata_sources": [
              "<string>"
            ]
          },
          "showcase_metadata": {
            "image": {
              "url": "<string>",
              "width": 123,
              "height": 123
            },
            "background": {
              "type": "<string>",
              "primary": "<string>",
              "secondary": "<string>"
            },
            "slots": {},
            "debug": {}
          },
          "show_price_disclosure": false,
          "analytics_meta": {
            "product_event_uuid": "<string>"
          },
          "metadata_sources": [
            "p2"
          ],
          "product_event_uuid": "<string>",
          "generatedProductQuery": "best microwaves uk 2026 countertop inverter combi microwave"
        },
        "render_as": "hero",
        "details": {
          "rationale": {
            "rationale": "<string>",
            "citations": [
              {}
            ]
          },
          "reviews": {
            "summary": "<string>",
            "reviews": [
              {
                "source": "Amazon",
                "theme": "Ease of Use",
                "summary": "<string>",
                "cite": "<string>",
                "rating": 123,
                "num_reviews": 123,
                "cite_url": "<string>"
              }
            ]
          }
        }
      }
    ],
    "entities": [
      {
        "type": "product",
        "name": "adidas Grand Court Lo"
      },
      {
        "type": "product",
        "name": "Reebok Club C 85 Vintage"
      },
      {
        "type": "product",
        "name": "Nike Dunk Low Retro SE"
      }
    ],
    "map": [
      {
        "id": "rVKID2OBQMyVpraqSjz9sg",
        "provider": "yelp",
        "name": "Blue Bottle Coffee",
        "position": 1,
        "address": "66 Mint St, San Francisco, CA 94103",
        "latitude": 37.7811,
        "longitude": -122.4076,
        "categories": [
          "Coffee shop"
        ],
        "rating": 4.5,
        "reviewCount": 1234,
        "description": "Specialty coffee roaster known for their meticulous pour-over preparations",
        "phone": "+1-415-555-0123",
        "websiteUrl": "https://bluebottlecoffee.com"
      }
    ],
    "citationPills": [
      {
        "url": "https://example.com/article",
        "label": "Example Article Title",
        "description": "A detailed description of the cited content",
        "domain": "example.com",
        "datePublished": "2025-01-01",
        "citationPillId": 0,
        "type": "searchResult",
        "position": 1
      }
    ],
    "ads": [
      {
        "brand": {
          "name": "Acme Shoes",
          "url": "https://www.acmeshoes.com?utm_source=chatgpt.com",
          "favicon": "https://images.openai.com/favicon.ico"
        },
        "cards": [
          {
            "title": "Premium Running Shoes",
            "body": "Lightweight performance running shoes with advanced cushioning technology",
            "url": "https://www.acmeshoes.com/running?utm_source=chatgpt.com",
            "image": "https://images.openai.com/product.jpg"
          },
          {
            "title": "Trail Running Shoes",
            "body": "Durable shoes designed for off-road running with superior grip",
            "url": "https://www.acmeshoes.com/trail?utm_source=chatgpt.com",
            "image": "https://images.openai.com/product2.jpg"
          }
        ]
      }
    ]
  }
}

{
  "success": false,
  "error": "Request validation failed",
  "details": [
    {
      "field": "prompt",
      "message": "Prompt cannot be empty"
    }
  ]
}

{
  "error": {
    "code": "MISSING_API_KEY",
    "message": "Missing or invalid API key",
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "error": {
    "code": "INSUFFICIENT_PERMISSIONS",
    "message": "Insufficient permissions",
    "details": {
      "requiredScopes": [
        "read:monitor",
        "write:monitor"
      ]
    },
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "error": {
    "code": "RESOURCE_NOT_FOUND",
    "message": "Route not found",
    "details": {
      "id": "/v1/invalid-endpoint"
    },
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "error": {
    "code": "RESOURCE_CONFLICT",
    "message": "Resource conflict",
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "error": {
    "code": "CONCURRENT_LIMIT_EXCEEDED",
    "message": "Concurrent limit exceeded",
    "details": {
      "limit": 10
    },
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

{
  "success": false,
  "error": "Request was canceled"
}

{
  "success": false,
  "error": "Maximum retries exceeded"
}

{
  "error": {
    "code": "EXTERNAL_SERVICE_ERROR",
    "message": "External service error: OpenAI",
    "details": {
      "service": "OpenAI"
    },
    "timestamp": "2025-01-15T12:00:00.000Z"
  }
}

Overview

The ChatGPT endpoint extracts structured data from ChatGPT with features including shopping cards, brand entities, map entries, raw response data, and query fan-out. Useful for e-commerce tracking, local business monitoring, and detailed analysis.

Web search enabledThis endpoint automatically enables ChatGPT’s web search mode for all requests, so responses include current information from the web with source citations.

Unique features

Sources: Sources include publication dates and footnote indicators for distinguishing primary from secondary references
Shopping cards: Extracts structured product information with pricing, ratings, offers, and commercial details
Inline products: Individual product references with pricing, offers, and rendering hints for inline display
Entity extraction: Identifies and extracts named entities like products, brands, and concepts mentioned in responses
Map entries: Extracts business and place information including ratings, reviews, contact details, and location data
Citation pills: Captures inline citations with metadata including labels, descriptions, domains, and publication dates
Ads: Extracts structured ad information including advertiser branding and product carousel cards
Raw response access: Includes the full streaming response payload for debugging
Query fan-out insights: Reveals the query fan-out ChatGPT used to generate responses

Request parameters

Uses common parameters. All ChatGPT-specific include.* flags are listed in the auto-generated request schema below.

Additional credit costEnabling any of include.rawResponse, include.searchQueries, include.ads, or include.shopping (or any combination) adds +2 credits to the base cost.

Response objects

The response includes the following sections. See each subpage for the full schema and examples.

Section	Description
Sources	Source citations with publication dates and footnote indicators
Shopping cards	Structured product information with pricing, ratings, and offers
Inline products	Individual product references with rationale and themed reviews
Entities	Named entities like products, brands, and concepts
Map entries	Business and place information from Yelp and Google
Citation pills	Inline citations with rich metadata
Ads	Advertiser branding and product carousel cards

Response schema

Includes common response fields plus:

Field	Type	Description
`result.rawResponse`	array	Array of ChatGPT’s streamed response events. When `include.shopping` is also true, this additionally includes the `product_update` SSE events fetched for each inline product / shopping-card product (included when `include.rawResponse` is true)
`result.searchQueries`	array	Array of search model queries (fan-out queries) ChatGPT used internally to gather information (included when `include.searchQueries` is true)
`result.mapSearchQueries`	array	Array of map search queries ChatGPT fired at the maps tool to build the map entries (included when `include.searchQueries` is true). Distinct from `searchQueries`, which are the web-search fan-out queries
`result.ads`	array	Array of ads displayed in ChatGPT response (included when `include.ads` is true)
`result.shoppingCards`	array	Array of shopping/product cards extracted from response (included when `include.shopping` is true)
`result.inlineProducts`	array	Array of inline products with pricing and offers (included when `include.shopping` is true)
`result.entities`	array	Array of entities extracted from response (when available)
`result.map`	array	Array of business/place map entries extracted from response (when available)
`result.citationPills`	array	Array of inline citation pills extracted from response (when available)
`result.sources`	array	Array of sources referenced in the response. See Sources for ChatGPT-specific fields
`result.model`	string	The ChatGPT model used to generate the response

Common questions

How does cloro retrieve ChatGPT responses?

cloro does not call the ChatGPT API. Each request runs through a real browser session against ChatGPT’s web interface, routed through a proxy in the country (and, where supported, state) you specify, with web search enabled. The structured fields under result.* are extracted from that page, and the raw streaming SSE events are available via include.rawResponse: true. See How does cloro retrieve data from AI providers? for the full explanation and implications (model routing, auth walls, geo behaviour).

Can I get the search queries that ChatGPT uses?

Yes, you can get the actual search queries (fan-out queries) that ChatGPT uses internally by setting include.searchQueries: true in your ChatGPT requests. The same flag also returns result.mapSearchQueries: the queries ChatGPT sends to the maps tool to build the map block, which are separate from the web-search fan-out in result.searchQueries.

Are query fan-outs available for all ChatGPT responses?

ChatGPT uses gpt-5-3 and gpt-5-3-mini that include fan-out queries; newer models may not include explicit fan-outs. ChatGPT automatically selects which model to use for each request, so we cannot control the presence of query fan-outs.

Are query fan-outs available for other providers?

For a complete comparison of query fan-out support across all providers, see the Providers & pricing guide.

Why is a fan-out query a single long string instead of separated keywords?

This is expected behaviour. ChatGPT’s search model decides the shape of each fan-out query, and it often emits a single long natural-language query rather than a comma-separated keyword list. The length and structure vary between runs, even for the same prompt, and cloro returns the queries exactly as ChatGPT generates them without reformatting. Community write-ups such as this LinkedIn post by Stefan Landwehr document the same behaviour.

Why aren’t shopping cards appearing in my responses?

Shopping cards only appear when the prompt is related to products or shopping:

# ✅ Good - shopping related
"best laptops under $1000"
"compare iPhone vs Samsung"
"top rated headphones 2026"

# ❌ Bad - not shopping related
"what is the capital of France"
"how does photosynthesis work"

Not all shopping queries will return shopping cards. It depends on what ChatGPT finds and how it formats the response.

Which providers support shopping cards?

For a complete comparison of shopping card support across all providers, see the Providers & pricing guide.

My non-English prompts are returning English fan-out queries. Is that expected?

Yes. When you submit a non-English prompt, ChatGPT may still generate some or all of its internal search queries (result.searchQueries) in English. A roughly 50/50 English/local-language split has been observed for non-English prompts. This is upstream ChatGPT behavior — cloro returns the queries exactly as ChatGPT generates them. If you’re using fan-out for multilingual GEO monitoring, filter or group by query language as needed.

What’s the difference between shopping cards and inline products?

Shopping cards are grouped collections of products displayed together (like a carousel):

Contain multiple products
Include category tags
For browsing multiple options

Inline products are individual product references:

Single product per entry
Include pricing, offers, images, and ratings
Can be embedded inline in text, comparison tables, or featured displays
Have rendering hints (inline, hero, block)

Both are extracted only when include.shopping: true is set in the request.

Authorizations

Authorization

string

header

required

Bearer authentication header of the form Bearer <token>, where <token> is your auth token.

Body

application/json

Request parameters for monitoring ChatGPT responses

prompt

string

required

The prompt to send to ChatGPT

Required string length: 1 - 10000

Example:

"What do you know about Acme Corp?"

country

string

required

Country/region code for localized response

Example:

"US"

include

object

Optional flags for including additional response formats

Show child attributes

Example:

{
  "html": true,
  "markdown": true,
  "rawResponse": true,
  "searchQueries": true,
  "ads": true,
  "shopping": true
}

state

string

State code for sub-country geo-targeting (e.g., "CA"). Only valid with country "US".

Required string length: 2

Pattern: ^[A-Z]{2}$

Example:

"CA"

Response

successful ChatGPT monitoring response

success

boolean

required

Example:

true

result

object

required

ChatGPT's response data

Show child attributes

API reference Sources

⌘I

Overview

ChatGPT

Google

Perplexity

Copilot

AI Mode

Grok

Gemini

Google News

Utilities

Extract ChatGPT

Overview

Unique features

Request parameters

Response objects

Response schema

Common questions

How does cloro retrieve ChatGPT responses?

Can I get the search queries that ChatGPT uses?

Are query fan-outs available for all ChatGPT responses?

Are query fan-outs available for other providers?

Why is a fan-out query a single long string instead of separated keywords?

Why aren’t shopping cards appearing in my responses?

Which providers support shopping cards?

My non-English prompts are returning English fan-out queries. Is that expected?

What’s the difference between shopping cards and inline products?

Authorizations

Body

Response

​Overview

​Unique features

​Request parameters

​Response objects

​Response schema

​Common questions

​How does cloro retrieve ChatGPT responses?

​Can I get the search queries that ChatGPT uses?

​Are query fan-outs available for all ChatGPT responses?

​Are query fan-outs available for other providers?

​Why is a fan-out query a single long string instead of separated keywords?

​Why aren’t shopping cards appearing in my responses?

​Which providers support shopping cards?

​My non-English prompts are returning English fan-out queries. Is that expected?

​What’s the difference between shopping cards and inline products?

Authorizations

Body

Response

Overview

Unique features

Request parameters

Response objects

Response schema

Common questions

How does cloro retrieve ChatGPT responses?

Can I get the search queries that ChatGPT uses?

Are query fan-outs available for all ChatGPT responses?

Are query fan-outs available for other providers?

Why is a fan-out query a single long string instead of separated keywords?

Why aren’t shopping cards appearing in my responses?

Which providers support shopping cards?

My non-English prompts are returning English fan-out queries. Is that expected?

What’s the difference between shopping cards and inline products?