Instead of ‘login’ and ‘password’ use your credentials from https://app.dataforseo.com/api-access

# Instead of 'login' and 'password' use your credentials from https://app.dataforseo.com/api-access
login="login"
password="password"
cred="$(printf ${login}:${password} | base64)"
curl --location --request POST "https://api.dataforseo.com/v3/ai_optimization/claude/llm_responses/live" \
--header "Authorization: Basic ${cred}" \
--header "Content-Type: application/json" \
--data-raw '[
  {
    "system_message": "communicate as if we are in a business meeting",
    "message_chain": [
      {
        "role": "user",
        "message": "Hello, what’s up?"
      },
      {
        "role": "ai",
        "message": "Hello! I’m doing well, thank you. How can I assist you today? Are there any specific topics or projects you’d like to discuss in our meeting?"
      }
    ],
    "max_output_tokens": 200,
    "model_name": "claude-opus-4-0",
    "temperature": 0.3,
    "top_p": 0.5,
    "web_search": true,
    "web_search_country_iso_code": "FR",
    "user_prompt": "provide information on how relevant the amusement park business is in France now"
  }
]'

<?php
// You can download this file from here https://cdn.dataforseo.com/v3/examples/php/php_RestClient.zip
require('RestClient.php');
$api_url = 'https://api.dataforseo.com/';
try {
   // Instead of 'login' and 'password' use your credentials from https://app.dataforseo.com/api-access
   $client = new RestClient($api_url, null, 'login', 'password');
} catch (RestClientException $e) {
   echo "n";
   print "HTTP code: {$e->getHttpCode()}n";
   print "Error code: {$e->getCode()}n";
   print "Message: {$e->getMessage()}n";
   print  $e->getTraceAsString();
   echo "n";
   exit();
}
$post_array = array();
// You can set only one task at a time
$post_array[] = array(
        "system_message" => "communicate as if we are in a business meeting",
        "message_chain" => [
            [
                "role"    => "user",
                "message" => "Hello, what's up?"
            ],
            [
                "role"    => "ai",
                "message" => "Hello! I’m doing well, thank you. How can I assist you today? Are there any specific topics or projects you’d like to discuss in our meeting?"
            ]
        ],
        "max_output_tokens" => 200,
        "model_name" => "claude-opus-4-0",
        "temperature" => 0.3,
        "top_p" => 0.5,
        "web_search" => true,
        "web_search_country_iso_code" => "FR",
        "user_prompt" => "provide information on how relevant the amusement park business is in France now"
);
if (count($post_array) > 0) {
try {
    // POST /v3/serp/google/ai_mode/live/advanced
    // in addition to 'google' and 'ai_mode' you can also set other search engine and type parameters
    // the full list of possible parameters is available in documentation
    $result = $client->post('/v3/ai_optimization/claude/llm_responses/live', $post_array);
    print_r($result);
    // do something with post result
} catch (RestClientException $e) {
    echo "n";
    print "HTTP code: {$e->getHttpCode()}n";
    print "Error code: {$e->getCode()}n";
    print "Message: {$e->getMessage()}n";
    print  $e->getTraceAsString();
    echo "n";
}
$client = null;
?>

"""
Method: POST
Endpoint: https://api.dataforseo.com/v3/ai_optimization/claude/llm_responses/live
@see https://docs.dataforseo.com/v3/ai_optimization/claude/llm_responses/live
"""

import sys
import os
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '../../../../../')))
from lib.client import RestClient
from lib.config import username, password
client = RestClient(username, password)

post_data = []
post_data.append({
        'system_message': 'communicate as if we are in a business meeting',
        'message_chain': [
            {
                'role': 'user',
                'message': 'Hello, what\'s up?'
            },
            {
                'role': 'ai',
                'message': 'Hello! I’m doing well, thank you. How can I assist you today? Are there any specific topics or projects you’d like to discuss in our meeting?'
            }
        ],
        'max_output_tokens': 1024,
        'temperature': 0.3,
        'top_p': 0.5,
        'web_search_country_iso_code': 'FR',
        'model_name': 'claude-opus-4-0',
        'web_search': True,
        'user_prompt': 'provide information on how relevant the amusement park business is in France now'
    })
try:
    response = client.post('/v3/ai_optimization/claude/llm_responses/live', post_data)
    print(response)
    # do something with post result
except Exception as e:
    print(f'An error occurred: {e}')

const axios = require('axios');

axios({
    method: 'post',
    url: 'https://api.dataforseo.com/v3/ai_optimization/claude/llm_responses/live',
    auth: {
        username: 'login',
        password: 'password'
    },
    data: [{
    system_message: encodeURI("communicate as if we are in a business meeting"),
    message_chain: [
      {
        role: "user",
        message: "Hello, what’s up?"
      },
      {
        role: "ai",
        message: encodeURI("Hello! I’m doing well, thank you. How can I assist you today? Are there any specific topics or projects you’d like to discuss in our meeting?")
      }
    ],
    max_output_tokens: 200,
    model_name: "claude-opus-4-0",
    temperature: 0.3,
    top_p: 0.5,
    web_search: true,
    web_search_country_iso_code: "FR",
    user_prompt: encodeURI("provide information on how relevant the amusement park business is in France now")
    }],
    headers: {
        'content-type': 'application/json'
    }
}).then(function (response) {
    var result = response['data']['tasks'];
    // Result data
    console.log(result);
}).catch(function (error) {
    console.log(error);
});

using System;
using System.Linq;
using System.Net.Http;
using System.Net.Http.Headers;
using System.Text;
using System.Collections.Generic;
using System.Threading.Tasks;
using Newtonsoft.Json;
namespace DataForSeoSdk;

public class AiOptimization
{

    private static readonly HttpClient _httpClient;
    
    static AiOptimization()
    {
        _httpClient = new HttpClient
        {
            BaseAddress = new Uri("https://api.dataforseo.com/")
        };
        _httpClient.DefaultRequestHeaders.Authorization =
            new AuthenticationHeaderValue("Basic", ApiConfig.Base64Auth);
    }

    /// <summary>
    /// Method: POST
    /// Endpoint: https://api.dataforseo.com/v3/ai_optimization/claude/llm_responses/live
    /// </summary>
    /// <see href="https://docs.dataforseo.com/v3/ai_optimization/claude/llm_responses/live"/>
    
    public static async Task ClaudeLlmResponsesLive()
    {
        var postData = new List<object>();
        // a simple way to set a task, the full list of possible parameters is available in documentation
        postData.Add(new
        {
            system_message = "communicate as if we are in a business meeting",
            message_chain = new object[]
            {
                new
                {
                    role = "user",
                    message = "Hello, what's up?"
                },
                new
                {
                    role = "ai",
                    message = "Hello! I’m doing well, thank you. How can I assist you today? Are there any specific topics or projects you’d like to discuss in our meeting?"
                }
            },
            max_output_tokens = 1024,
            temperature = 0.3,
            top_p = 0.5,
            web_search_country_iso_code = "FR",
            model_name = "claude-opus-4-0",
            web_search = true,
            user_prompt = "provide information on how relevant the amusement park business is in France now"
        });

        var content = new StringContent(JsonConvert.SerializeObject(postData), Encoding.UTF8, "application/json");
        using var response = await _httpClient.PostAsync("/v3/ai_optimization/claude/llm_responses/live", content);
        var result = JsonConvert.DeserializeObject<dynamic>(await response.Content.ReadAsStringAsync());
        // you can find the full list of the response codes here https://docs.dataforseo.com/v3/appendix/errors
        if (result.status_code == 20000)
        {
            // do something with result
            Console.WriteLine(result);
        }
        else
            Console.WriteLine($"error. Code: {result.status_code} Message: {result.status_message}");
    }

The above command returns JSON structured like this:

{
  "version": "0.1.20250526",
  "status_code": 20000,
  "status_message": "Ok.",
  "time": "37.1234 sec.",
  "cost": 0.49405,
  "tasks_count": 1,
  "tasks_error": 0,
  "tasks": [
    {
      "id": "07181737-1535-0612-0000-ef6b334c1466",
      "status_code": 20000,
      "status_message": "Ok.",
      "time": "37.0584 sec.",
      "cost": 0.49405,
      "result_count": 1,
      "path": [
        "v3",
        "ai_optimization",
        "claude",
        "llm_responses",
        "live"
      ],
      "data": {
        "api": "ai_optimization",
        "function": "llm_responses",
        "se": "claude",
        "system_message": "communicate as if we are in a business meeting",
        "message_chain": [
          {
            "role": "user",
            "message": "Hello, what’s up?"
          },
          {
            "role": "ai",
            "message": "Hello! I’m doing well, thank you. How can I assist you today? Are there any specific topics or projects you’d like to discuss in our meeting?"
          }
        ],
        "temperature": 0.3,
        "top_p": 0.5,
        "web_search_country_iso_code": "FR",
        "model_name": "claude-opus-4-0",
        "web_search": true,
        "user_prompt": "provide information on how relevant the amusement park business is in France now"
      },
      "result": [
        {
          "model_name": "claude-opus-4-20250514",
          "input_tokens": 27285,
          "output_tokens": 989,
          "web_search": true,
          "money_spent": 0.49345,
          "datetime": "2025-07-18 17:37:59 +00:00",
          "items": [
            {
              "type": "message",
              "sections": [
                {
                  "type": "text",
                  "text": "I'll search for current information about the amusement park business in France.",
                  "annotations": null
                }
              ]
            },
            {
              "type": "message",
              "sections": [
                {
                  "type": "text",
                  "text": "Let me search for more specific information about the French amusement park market and recent trends.",
                  "annotations": null
                }
              ]
            },
            {
              "type": "message",
              "sections": [
                {
                  "type": "text",
                  "text": "Based on my research, I can provide you with comprehensive information about the relevance of the amusement park business in France currently:\n\n## Current State of the French Amusement Park Industry\n\nThe amusement park business in France remains highly relevant and continues to show strong performance in 2024-2025. Here are the key insights:\n\n### Market Performance and Visitor Numbers\n\n",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "The 2024 season was marked by unfavorable weather conditions (very humid), the impact of the Paris Olympics for some parks, and the political context (legislative elections). Despite these challenges, new records were achieved!",
                  "annotations": [
                    {
                      "title": "Classement Parcs d'attractions France ❤️ Top 15 Visiteurs 2024",
                      "url": "https://www.parcs-france.com/classement-parcs-attraction-top20/"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": "\n\nThe top French parks reported impressive visitor numbers for 2024:\n- ",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "Parc Astérix = 2,842,000 visitors ᐅ Record",
                  "annotations": [
                    {
                      "title": "Classement Parcs d'attractions France ❤️ Top 15 Visiteurs 2024",
                      "url": "https://www.parcs-france.com/classement-parcs-attraction-top20/"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": "\n- ",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "Puy du Fou = 2,800,000 ᐅ Record",
                  "annotations": [
                    {
                      "title": "Classement Parcs d'attractions France ❤️ Top 15 Visiteurs 2024",
                      "url": "https://www.parcs-france.com/classement-parcs-attraction-top20/"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": "\n- ",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "Futuroscope = 2,050,000",
                  "annotations": [
                    {
                      "title": "Classement Parcs d'attractions France ❤️ Top 15 Visiteurs 2024",
                      "url": "https://www.parcs-france.com/classement-parcs-attraction-top20/"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": "\n\n### Industry Significance\n\n",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "With a turnover of 3 billion euros, 500 companies and more than 50,000 employees, leisure destinations are a diverse and enduring asset for France.",
                  "annotations": [
                    {
                      "title": "No. 1 amusement park in France | Puy du Fou",
                      "url": "https://www.puydufou.com/france/en/no-1-amusement-park-france"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": " ",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "The French amusement parks union SNELAC proudly proclaims it: this industry is a real dream machine for its 63 million visitors.",
                  "annotations": [
                    {
                      "title": "No. 1 amusement park in France | Puy du Fou",
                      "url": "https://www.puydufou.com/france/en/no-1-amusement-park-france"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": "\n\n### European Market Context\n\n",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "The amusement parks market in Europe is growing with a significant CAGR from 2025 to 2030.",
                  "annotations": [
                    {
                      "title": "Amusement Parks Market Size, Share | Industry Report, 2030",
                      "url": "https://www.grandviewresearch.com/industry-analysis/amusement-parks-market"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": " France plays a crucial role in this growth, hosting several internationally recognized parks.\n\n### Key Success Factors\n\n1. **International Recognition**: ",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "Winning 9 international awards in just 7 years, Puy du Fou has established itself worldwide as a real leader in the field of shows and parks.",
                  "annotations": [
                    {
                      "title": "No. 1 amusement park in France | Puy du Fou",
                      "url": "https://www.puydufou.com/france/en/no-1-amusement-park-france"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": "\n\n2. **Diverse Offerings**: ",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "Across France, different venues compete with inventiveness to offer increasingly wild attractions (roller coasters, 4D films...) and ever more grandiose shows.",
                  "annotations": [
                    {
                      "title": "Les 17 parcs d'attractions incontournables en France en 2025",
                      "url": "https://www.fnacspectacles.com/magazine/others/parc-attraction-incontournable-france"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": "\n\n3. **Innovation**: Parks are continuously introducing new attractions, with ",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "Winnoland, the most visited amusement park in the 91 region, renewing itself with a new attraction: the Wild West Coaster",
                  "annotations": [
                    {
                      "title": "Amusement parks and funfairs in and around Paris, program and information 2025 - Sortiraparis.com",
                      "url": "https://www.sortiraparis.com/en/what-to-visit-in-paris/walks/guides/50912-amusement-parks-and-funfairs-in-and-around-paris-2024-program"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": " for 2025.\n\n### Future Outlook\n\nThe industry shows strong growth potential with ",
                  "annotations": null
                },
                {
                  "type": "text",
                  "text": "the global amusement parks market size estimated at USD 102.67 billion in 2024 and projected to reach USD 149.32 billion by 2030, growing at a CAGR of 6.1% from 2025 to 2030",
                  "annotations": [
                    {
                      "title": "Amusement Parks Market Size, Share | Industry Report, 2030",
                      "url": "https://www.grandviewresearch.com/industry-analysis/amusement-parks-market"
                    }
                  ]
                },
                {
                  "type": "text",
                  "text": ".\n\n### Conclusion\n\nThe amusement park business in France remains highly relevant and continues to thrive despite recent challenges. With record-breaking attendance figures, significant economic contribution, and continuous innovation, the sector demonstrates strong resilience and growth potential. The industry's ability to attract over 63 million visitors annually and generate 3 billion euros in revenue underscores its importance to France's tourism and entertainment sectors.",
                  "annotations": null
                }
              ]
            }
          ]
        }
      ]
    }
  ]
}