Get Gemini LLM Responses Results by id

‌
Gemini LLM Responses endpoint allows you to retrieve structured responses from a specific Gemini model, based on the input parameters.

Tasks using the Standard method may take up to 72 hours to complete. If the task is not completed within this time, it is marked as failed, and the $0.01 advance is refunded. It is also important to note that if your account balance is negative, you will not receive the results even if the task is completed successfully.

checked GET
Pricing

Your account will be charged only for posting a task. You can get the results of the task within the next 30 days for free.
The cost can be calculated on the Pricing page.

Description of the fields for sending a request:

Field nameTypeDescription
idstring

task identifier
unique task identifier in our system in the UUID format
you will be able to use it within 30 days to request the results of the task at any time


‌
As a response of the API server, you will receive JSON-encoded data containing a tasks array with the information specific to the set tasks.

Description of the fields in the results array:

Field nameTypeDescription
versionstring

the current version of the API

status_codeinteger

general status code
you can find the full list of the response codes here
Note: we strongly recommend designing a necessary system for handling related exceptional or error conditions

status_messagestring

general informational message
you can find the full list of general informational messages here

timestring

execution time, seconds

costfloat

total tasks cost, USD

tasks_countinteger

the number of tasks in the tasks array

tasks_errorinteger

the number of tasks in the tasks array returned with an error

tasksarray

array of tasks

    idstring

task identifier
unique task identifier in our system in the UUID format

    status_codeinteger

status code of the task
generated by DataForSEO; can be within the following range: 10000-60000
you can find the full list of the response codes here

    status_messagestring

informational message of the task
you can find the full list of general informational messages here

    timestring

execution time, seconds

    costfloat

cost of the task, USD
includes the base task price plus the money_spent value

    result_countinteger

number of elements in the result array

    patharray

URL path

    dataobject

contains the same parameters that you specified in the POST request

    resultarray

array of results

        model_namestring

name of the AI model used

        input_tokensinteger

number of tokens in the input
total count of tokens processed

        output_tokensinteger

number of tokens in the output
total count of tokens generated in the AI response

        reasoning_tokensinteger

number of reasoning tokens
total count of tokens used to generate reasoning content

        web_searchboolean

indicates if web search was used

        money_spentfloat

cost of AI tokens, USD
the price charged by the third-party AI model provider for according to its Pricing

        datetimestring

date and time when the result was received
in the UTC format: “yyyy-mm-dd hh-mm-ss +00:00”
example:
2019-11-15 12:57:46 +00:00

        itemsarray

array of response items
contains structured AI response data

        itemsarray

array of response items
contains structured AI response data

            reasoningobject

element in the response

                typestring

type of the element = 'reasoning'
Note: this element is supported only in reasoning models and is not guaranteed to be returned

                sectionsarray

reasoning chain sections
array of objects containing the reasoning chain sections generated by the LLM

                    typestring

type of element='summary_text'

                    textstring

text of the reasoning chain section
text of the reasoning chain section summarizing the model's thought process

            messageobject

element in the response

                typestring

type of the element = 'message'

                sectionsarray

array of content sections
contains different parts of the AI response

                    typestring

type of element='text'

                    textstring

AI-generated text content

                    annotationsarray

array of references used to generate the response
equals null if the web_search parameter is not set to true
Note: annotations may return empty even when web_search is true, as the AI will attempt to retrieve web information but may not find relevant results

                        titlestring

the domain name or title of the quoted source

                        urlstring

redirect URL to the quoted source
contains a Vertex AI redirect that leads to the original source

                        start_indexinteger

start of the annotation indexing

                        end_indexinteger

end of the annotation indexing

                        textstring

annotated part of the quoted source

        fan_out_queriesarray

array of fan-out queries
contains related search queries derived from the main query to provide a more comprehensive response


‌‌

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)" 
id="02031608-0696-0110-0000-a81d0414edbe" 
curl --location --request GET "https://api.dataforseo.com/v3/ai_optimization/gemini/llm_responses/task_get/${id}" 
--header "Authorization: Basic ${cred}"  
--header "Content-Type: application/json" 
--data-raw ""
<?php

/**
 * Method: GET
 * Endpoint: https://api.dataforseo.com/v3/ai_optimization/chat_gpt/llm_responses/task_get/$id
 * @see https://docs.dataforseo.com/v3/ai_optimization/chat_gpt/llm_responses/task_get
 */

require_once __DIR__ . '/../../../../../lib/RestClient.php';
$config = require __DIR__ . '/../../../../../lib/config.php';

$client = new RestClient($config['base_url'], null, $config['login'], $config['password']);

try {
    $taskId = '07211938-0696-0613-0000-674a0f948d6b';
    $result = $client->get("/v3/ai_optimization/gemini/llm_responses/task_get/{$taskId}");
    print_r($result);
    // do something with get result
} catch (RestClientException $e) {
    printf(
        "HTTP code: %dnError code: %dnMessage: %snTrace: %sn",
        $e->getHttpCode(),
        $e->getCode(),
        $e->getMessage(),
        $e->getTraceAsString()
    );
}

?>
const task_id = '02231934-2604-0066-2000-570459f04879';

const axios = require('axios');

axios({
    method: 'get',
    url: 'https://api.dataforseo.com/v3/ai_optimization/gemini/llm_responses/task_get/' + task_id,
    auth: {
        username: 'login',
        password: 'password'
    },
    headers: {
        'content-type': 'application/json'
    }
}).then(function (response) {
    var result = response['data']['tasks'];
    // Result data
    console.log(result);
}).catch(function (error) {
    console.log(error);
});
"""
Method: GET
Endpoint: https://api.dataforseo.com/v3/ai_optimization/gemini/llm_responses/task_get/$id
@see https://docs.dataforseo.com/v3/ai_optimization/gemini/llm_responses/task_get
"""

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)

try:
    task_id = '07211938-0696-0613-0000-674a0f948d6b'
    response = client.get(f'/v3/ai_optimization/gemini/llm_responses/task_get/{task_id}')
    print(response)
    # do something with get result
except Exception as e:
    print(f'An error occurred: {e}')
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: GET
    /// Endpoint: https://api.dataforseo.com/v3/ai_optimization/gemini/llm_responses/task_get
    /// </summary>
    /// <see href="https://docs.dataforseo.com/v3/ai_optimization/gemini/llm_responses/task_get"/>
    
    public static async Task GeminiLlmResponsesTaskGetById()
    {
		// use the task identifier that you recieved upon setting a task
	    string taskId = "07211938-0696-0613-0000-674a0f948d6b";
	    using var response = await _httpClient.GetAsync("/v3/ai_optimization/gemini/llm_responses/task_get/" + taskId);
	    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": "0.1.20260717",
  "status_code": 20000,
  "status_message": "Ok.",
  "time": "6.9528 sec.",
  "cost": 0.0378958,
  "tasks_count": 1,
  "tasks_error": 0,
  "tasks": [
    {
      "id": "07221711-1535-0612-0000-53c33fae76ff",
      "status_code": 20000,
      "status_message": "Ok.",
      "time": "6.8844 sec.",
      "cost": 0.0378958,
      "result_count": 1,
      "path": [
        "v3",
        "ai_optimization",
        "gemini",
        "llm_responses",
        "task_get",
        "07221711-1535-0612-0000-53c33fae76ff"
      ],
      "data": {
        "api": "ai_optimization",
        "function": "llm_responses",
        "se": "gemini",
        "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,
        "model_name": "gemini-2.5-flash",
        "top_p": 0.5,
        "web_search": true,
        "user_prompt": "provide information on how relevant the amusement park business is in France now"
      },
      "result": [
        {
          "model_name": "gemini-2.5-flash",
          "input_tokens": 186,
          "output_tokens": 896,
          "reasoning_tokens": 0,
          "web_search": true,
          "money_spent": 0.0372958,
          "datetime": "2026-07-22 17:11:08 +00:00",
          "items": [
            {
              "type": "message",
              "sections": [
                {
                  "type": "text",
                  "text": "The amusement park business in France is highly relevant and a significant contributor to both the French and European economies. Here's a breakdown of its current relevance:nn**1. Market Size and Growth:**n*   The French amusement parks market generated a revenue of USD 3,601.9 million in 2025 and is projected to reach USD 5,023.1 million by 2033, growing at a Compound Annual Growth Rate (CAGR) of 4% from 2026 to 2033.n*   The broader France Theme Park Tourism Market is expected to reach USD 7336.48 million by 2034, growing at a CAGR of 8.18% from 2026 to 2034.n*   France accounted for 3.4% of the global amusement parks market revenue in 2025.n*   Within Europe, France is projected to lead the regional market in terms of revenue by 2033 and is the fastest-growing regional market in Europe.nn**2. Economic Impact:**n*   Amusement parks, particularly Disneyland Paris, have a substantial economic impact. Disneyland Paris alone has contributed €84.5 billion to the French economy and represents 6% of tourism revenue in France since 1992.n*   Since its opening, Disneyland Paris has invested €13 billion in France and employs over 20,000 people, making it Europe's leading tourist destination.n*   The resort has generated over 375 million visits since its opening, attracting tourists from across Europe.n*   The economic impact extends beyond the parks themselves, with studies showing that for every euro of initial investment in parks like Grevin, 1.4 euros of total investment are generated, and 65% of investment expenses go to local entrepreneurs.nn**3. Key Trends and Drivers:**n*   **Tourism:** France consistently leads Europe in tourist arrivals, providing a substantial customer base for amusement parks. Increased international and domestic tourism, along with rising disposable incomes, are key drivers for market growth.n*   **Investment and Expansion:** There's continuous capital investment in large-scale expansions, new themed lands, and ride upgrades to drive repeat visitation and extend stays. Disneyland Paris, for example, has seen significant investment, including a €2 billion expansion plan.n*   **Immersive Experiences:** The industry is shifting from "catalogue" parks to "destination" parks, with a focus on immersive storytelling and themed experiences. This includes leveraging intellectual property (IP) to create strong emotional connections with audiences.n*   **Technological Advancements:** Parks are increasingly adopting virtual reality (VR), augmented reality (AR), and AI-driven crowd management systems to enhance visitor experiences and efficiency.n*   **Diversification of Offerings:** Operators are bundling mechanical rides with indoor water attractions to attract a wider visitor mix and smooth out revenue seasonality. Water parks are also forecasted to be the fastest-growing park type segment.n*   **Sustainability:** Climate resilience planning and inclusive design (e.g., EU Accessibility Act) are influencing park infrastructure investments.nn**4. Leading Segments:**n*   **Mechanical rides** were the largest revenue-generating ride segment in 2025 and are anticipated to remain so, driven by their appeal as flagship attractions and continuous innovation.n*   **Tickets** are expected to remain the leading revenue segment, accounting for around 54% of revenue in the European amusement parks market in 2026.n*   The **19 to 35-year age group** is projected to be the leading age type in 2026, driven by their spending on immersive and experience-centric attractions.nnIn conclusion, the amusement park business in France is a robust and growing sector, playing a vital role in the country's tourism and economy. It is characterized by significant investment, a focus on immersive experiences, and a strong outlook for continued growth.",
                  "annotations": [
                    {
                      "title": "grandviewresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGAK_isTM1vBBtj2JkY0iLXSnPhEjJByrfoW3UBtN5hacmjoI7ViNxoBfDbQRq9p9vj-UdHj2A53sM-R_UZ1HxH51RqDL8AsAu1BZ12nVEmbLGkbSdeuXMpclfIQtYJBVZgbZW6u8t1C0QHS3KzJYi5DN-646-yJQEP9djMbJiNP_wADRJsJgnXc8Q=",
                      "start_index": 181,
                      "end_index": 423,
                      "text": "Market Size and Growth:**n*   The French amusement parks market generated a revenue of USD 3,601.9 million in 2025 and is projected to reach USD 5,023.1 million by 2033, growing at a Compound Annual Growth Rate (CAGR) of 4% from 2026 to 2033."
                    },
                    {
                      "title": "deepmarketinsights.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGVciXDuYZJJz7N_kseniYJHdcuTl5m_kWpFtmltOnDu7SrZcBQx6m-iQSXZabd6rduCxjslih-W6YDP-uEkrSG9ksBh-Iv7VSxQqmiCpRZlIBRcc9Ccq_bGJT5ogyuLnS-xwj0lLpuZk4FoYExl8NZiqKGxL3pwosBGi93mbPClB9J1Q6wLTnFDA==",
                      "start_index": 424,
                      "end_index": 568,
                      "text": "*   The broader France Theme Park Tourism Market is expected to reach USD 7336.48 million by 2034, growing at a CAGR of 8.18% from 2026 to 2034."
                    },
                    {
                      "title": "grandviewresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGAK_isTM1vBBtj2JkY0iLXSnPhEjJByrfoW3UBtN5hacmjoI7ViNxoBfDbQRq9p9vj-UdHj2A53sM-R_UZ1HxH51RqDL8AsAu1BZ12nVEmbLGkbSdeuXMpclfIQtYJBVZgbZW6u8t1C0QHS3KzJYi5DN-646-yJQEP9djMbJiNP_wADRJsJgnXc8Q=",
                      "start_index": 569,
                      "end_index": 652,
                      "text": "*   France accounted for 3.4% of the global amusement parks market revenue in 2025."
                    },
                    {
                      "title": "grandviewresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGAK_isTM1vBBtj2JkY0iLXSnPhEjJByrfoW3UBtN5hacmjoI7ViNxoBfDbQRq9p9vj-UdHj2A53sM-R_UZ1HxH51RqDL8AsAu1BZ12nVEmbLGkbSdeuXMpclfIQtYJBVZgbZW6u8t1C0QHS3KzJYi5DN-646-yJQEP9djMbJiNP_wADRJsJgnXc8Q=",
                      "start_index": 653,
                      "end_index": 801,
                      "text": "*   Within Europe, France is projected to lead the regional market in terms of revenue by 2033 and is the fastest-growing regional market in Europe."
                    },
                    {
                      "title": "disneyexperiences.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQG-wbPoEk0c1ryl_OAJvbQ4NPNs3d7qIcjBjLBH3VC1Q9PeLg1QyVdYZRKAv9bBrAA0rmK9tfJa8Vf6OB9egqH5meINHxPvUhdQSjZaJ94ULxgmNCJF1aWECcBtIcyUqi2rHEKPmJd3eNEx9BFEasp37N8sH382_GTs15CHmrsdLXeCjeY60slQedQtaThAPrwZi2c6vglu9WlvnFnMdoY=",
                      "start_index": 915,
                      "end_index": 1050,
                      "text": "Disneyland Paris alone has contributed €84.5 billion to the French economy and represents 6% of tourism revenue in France since 1992."
                    },
                    {
                      "title": "disneylandparis.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGMy2ipi9TOeDqhkBNzVSy54iK4JQhLDMU8cDA2SEUgmWTzNJxexZMCa_bG1HA1xfw543OJcVyD3LIc_p5p2NgzP5QJ-JKcWOfAPBsxubFfjNEmRTyJCUURU1YUnWNO-zVNTsSblXpEwv-UqBtwXyH4F5ofQ25MUwp70bY_w_VfsX4EmsOq6qh2wSmJRUC1nakaq7ZKcE_ArE9JnyA4YDJri1by9juG89XydU3qMQ7A0RoYwpF9gA==",
                      "start_index": 1051,
                      "end_index": 1207,
                      "text": "*   Since its opening, Disneyland Paris has invested €13 billion in France and employs over 20,000 people, making it Europe's leading tourist destination."
                    },
                    {
                      "title": "disneyexperiences.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQG-wbPoEk0c1ryl_OAJvbQ4NPNs3d7qIcjBjLBH3VC1Q9PeLg1QyVdYZRKAv9bBrAA0rmK9tfJa8Vf6OB9egqH5meINHxPvUhdQSjZaJ94ULxgmNCJF1aWECcBtIcyUqi2rHEKPmJd3eNEx9BFEasp37N8sH382_GTs15CHmrsdLXeCjeY60slQedQtaThAPrwZi2c6vglu9WlvnFnMdoY=",
                      "start_index": 1208,
                      "end_index": 1319,
                      "text": "*   The resort has generated over 375 million visits since its opening, attracting tourists from across Europe."
                    },
                    {
                      "title": "cabidigitallibrary.org",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQH_4em0KZ4en9CGGnxisGk_OmCAaifzgspPjEumL8ydsyMP7y71wxX2rqIQSMQE3ggyGvYsFR14EsrTr8B2dFzRDfCbH2bDPPaR7hYAZQhcKI90RoZQ6B5Me6IRk8kHA1rPXFl7nwOIV4L81mpN4aPZZn43EcVbkWg5",
                      "start_index": 1320,
                      "end_index": 1568,
                      "text": "*   The economic impact extends beyond the parks themselves, with studies showing that for every euro of initial investment in parks like Grevin, 1.4 euros of total investment are generated, and 65% of investment expenses go to local entrepreneurs."
                    },
                    {
                      "title": "verifiedmarketresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGu5uJlfL6zXfeHxHjEkwkivu590m3WKSW7QsB2KccFjvF_w7OGr01cRbo1FsUvj5cYfz1UZAlkgRVmj7zWv0E_pj3soa53Mq8dGXTq_tWH8qLv1VlLNRUu6ZZ_bzegXeS7F2xLnj3J_uKpyGmP9VBxw4Kkn9N3qFf9pNtcfd1xaHuIedg5LLLJ",
                      "start_index": 1575,
                      "end_index": 1730,
                      "text": "Key Trends and Drivers:**n*   **Tourism:** France consistently leads Europe in tourist arrivals, providing a substantial customer base for amusement parks."
                    },
                    {
                      "title": "persistencemarketresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE6_jtUmfQRtCNXy2kln7v-HsWx3U9eREA5YaXJr8TIAz-lyednGmvvOjpduF7ye-g7G1zXAEmYBtuSC8tIJczozJQ53VLLGcYKhqA1Jl8SrOeflvj-HCu9iI3BpyRmxGDwoqExR__oas2ahOgj2zv08N_lrhUnDPn7AyegyN3RaWVqAOZReD-WJ2eUELCh-uSjRUgPcFc=",
                      "start_index": 1731,
                      "end_index": 1849,
                      "text": "Increased international and domestic tourism, along with rising disposable incomes, are key drivers for market growth."
                    },
                    {
                      "title": "verifiedmarketresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGu5uJlfL6zXfeHxHjEkwkivu590m3WKSW7QsB2KccFjvF_w7OGr01cRbo1FsUvj5cYfz1UZAlkgRVmj7zWv0E_pj3soa53Mq8dGXTq_tWH8qLv1VlLNRUu6ZZ_bzegXeS7F2xLnj3J_uKpyGmP9VBxw4Kkn9N3qFf9pNtcfd1xaHuIedg5LLLJ",
                      "start_index": 1731,
                      "end_index": 1849,
                      "text": "Increased international and domestic tourism, along with rising disposable incomes, are key drivers for market growth."
                    },
                    {
                      "title": "persistencemarketresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE6_jtUmfQRtCNXy2kln7v-HsWx3U9eREA5YaXJr8TIAz-lyednGmvvOjpduF7ye-g7G1zXAEmYBtuSC8tIJczozJQ53VLLGcYKhqA1Jl8SrOeflvj-HCu9iI3BpyRmxGDwoqExR__oas2ahOgj2zv08N_lrhUnDPn7AyegyN3RaWVqAOZReD-WJ2eUELCh-uSjRUgPcFc=",
                      "start_index": 1850,
                      "end_index": 2029,
                      "text": "*   **Investment and Expansion:** There's continuous capital investment in large-scale expansions, new themed lands, and ride upgrades to drive repeat visitation and extend stays."
                    },
                    {
                      "title": "verifiedmarketresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGu5uJlfL6zXfeHxHjEkwkivu590m3WKSW7QsB2KccFjvF_w7OGr01cRbo1FsUvj5cYfz1UZAlkgRVmj7zWv0E_pj3soa53Mq8dGXTq_tWH8qLv1VlLNRUu6ZZ_bzegXeS7F2xLnj3J_uKpyGmP9VBxw4Kkn9N3qFf9pNtcfd1xaHuIedg5LLLJ",
                      "start_index": 2030,
                      "end_index": 2134,
                      "text": "Disneyland Paris, for example, has seen significant investment, including a €2 billion expansion plan."
                    },
                    {
                      "title": "parktrips.fr",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGC3wG8B03Q93M4NNl3swOUYFutJ3E421yHtvxeEJtjr2rPDOZLmItasXuq450hOCx9J5dJfDUa0xJfbkS5Rf0XkmTVwi-PAskaLnIKt_HIQgXjaxSrL_xuXGM6MdAC-ihBakSXf4_CYpCK",
                      "start_index": 2135,
                      "end_index": 2300,
                      "text": "*   **Immersive Experiences:** The industry is shifting from "catalogue" parks to "destination" parks, with a focus on immersive storytelling and themed experiences."
                    },
                    {
                      "title": "technavio.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGI0P-cxMrqrHXNqIg-av5MSx-MBXn8zzx_RqgCUvHaScqHf7gGcoL8bwJxxbKBcZXarhRyMXOYK_68njsEHEL7Ytmtobyh5aiQ8iz3wPHOs-dQmK2C8ZXRKpAPWdU7b5tsbsZu3LRcT6OFZmPNIT9Pfc6aIgs2t0sWP-Y3Uml4m4tvUA==",
                      "start_index": 2135,
                      "end_index": 2300,
                      "text": "*   **Immersive Experiences:** The industry is shifting from "catalogue" parks to "destination" parks, with a focus on immersive storytelling and themed experiences."
                    },
                    {
                      "title": "technavio.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGI0P-cxMrqrHXNqIg-av5MSx-MBXn8zzx_RqgCUvHaScqHf7gGcoL8bwJxxbKBcZXarhRyMXOYK_68njsEHEL7Ytmtobyh5aiQ8iz3wPHOs-dQmK2C8ZXRKpAPWdU7b5tsbsZu3LRcT6OFZmPNIT9Pfc6aIgs2t0sWP-Y3Uml4m4tvUA==",
                      "start_index": 2301,
                      "end_index": 2407,
                      "text": "This includes leveraging intellectual property (IP) to create strong emotional connections with audiences."
                    },
                    {
                      "title": "verifiedmarketresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGu5uJlfL6zXfeHxHjEkwkivu590m3WKSW7QsB2KccFjvF_w7OGr01cRbo1FsUvj5cYfz1UZAlkgRVmj7zWv0E_pj3soa53Mq8dGXTq_tWH8qLv1VlLNRUu6ZZ_bzegXeS7F2xLnj3J_uKpyGmP9VBxw4Kkn9N3qFf9pNtcfd1xaHuIedg5LLLJ",
                      "start_index": 2408,
                      "end_index": 2607,
                      "text": "*   **Technological Advancements:** Parks are increasingly adopting virtual reality (VR), augmented reality (AR), and AI-driven crowd management systems to enhance visitor experiences and efficiency."
                    },
                    {
                      "title": "kenresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQFRJIJKuTSwgp2nbHzLua8rxj1dKas7afOVRV6GRn_5uArQVExI6IYK1G9L07ZXC2ohwU1U3fGeSLFS8jFsKICl6JvLkvh45CBGbKpa7teHiVFZjCkXB8LeSbz5fv71IvLDutPL9j4BTY924Ru9t1Jd0wvtFN-GfNwSpgRWeoLixWfi0iw=",
                      "start_index": 2408,
                      "end_index": 2607,
                      "text": "*   **Technological Advancements:** Parks are increasingly adopting virtual reality (VR), augmented reality (AR), and AI-driven crowd management systems to enhance visitor experiences and efficiency."
                    },
                    {
                      "title": "mordorintelligence.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQG8Hw-TSvtGo5giAUeEeo96M8I1V7LVB7E296f-o4dXw7e1GchQmWennarzK8sBtdSqzrI_FZlpVlopY0xDIqUBoTAR14_7x5s6XtQSRbYRjzTuVDYkX-ynEk2c4WRnZfSjesPQTIyH3PUdG9JYrdSPVNNPjI88xpOHhcAVoRI2LdcY8xK6hL4J8XRNzg==",
                      "start_index": 2608,
                      "end_index": 2782,
                      "text": "*   **Diversification of Offerings:** Operators are bundling mechanical rides with indoor water attractions to attract a wider visitor mix and smooth out revenue seasonality."
                    },
                    {
                      "title": "deepmarketinsights.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGVciXDuYZJJz7N_kseniYJHdcuTl5m_kWpFtmltOnDu7SrZcBQx6m-iQSXZabd6rduCxjslih-W6YDP-uEkrSG9ksBh-Iv7VSxQqmiCpRZlIBRcc9Ccq_bGJT5ogyuLnS-xwj0lLpuZk4FoYExl8NZiqKGxL3pwosBGi93mbPClB9J1Q6wLTnFDA==",
                      "start_index": 2783,
                      "end_index": 2859,
                      "text": "Water parks are also forecasted to be the fastest-growing park type segment."
                    },
                    {
                      "title": "marketdataforecast.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGMGTAq_yX6zKhIAlf47RZL2vw-0d5dhkRl8ZQ1NvvUcP9SlBGJGJphHlRYZLFZ-XOI4URjjmv0RKF0w2FKlJ2jmIDtkPwF3AEdS5hP8GCBCF7xyS6g_jkbohrQsW5jk1H-2lNcpaQa1dOzfL_DuvQZlRQEEk2bJ8xHjPFWhbuhMFhuAOK1",
                      "start_index": 2860,
                      "end_index": 3010,
                      "text": "*   **Sustainability:** Climate resilience planning and inclusive design (e.g., EU Accessibility Act) are influencing park infrastructure investments."
                    },
                    {
                      "title": "grandviewresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQGAK_isTM1vBBtj2JkY0iLXSnPhEjJByrfoW3UBtN5hacmjoI7ViNxoBfDbQRq9p9vj-UdHj2A53sM-R_UZ1HxH51RqDL8AsAu1BZ12nVEmbLGkbSdeuXMpclfIQtYJBVZgbZW6u8t1C0QHS3KzJYi5DN-646-yJQEP9djMbJiNP_wADRJsJgnXc8Q=",
                      "start_index": 3017,
                      "end_index": 3226,
                      "text": "Leading Segments:**n*   **Mechanical rides** were the largest revenue-generating ride segment in 2025 and are anticipated to remain so, driven by their appeal as flagship attractions and continuous innovation."
                    },
                    {
                      "title": "persistencemarketresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE6_jtUmfQRtCNXy2kln7v-HsWx3U9eREA5YaXJr8TIAz-lyednGmvvOjpduF7ye-g7G1zXAEmYBtuSC8tIJczozJQ53VLLGcYKhqA1Jl8SrOeflvj-HCu9iI3BpyRmxGDwoqExR__oas2ahOgj2zv08N_lrhUnDPn7AyegyN3RaWVqAOZReD-WJ2eUELCh-uSjRUgPcFc=",
                      "start_index": 3017,
                      "end_index": 3226,
                      "text": "Leading Segments:**n*   **Mechanical rides** were the largest revenue-generating ride segment in 2025 and are anticipated to remain so, driven by their appeal as flagship attractions and continuous innovation."
                    },
                    {
                      "title": "persistencemarketresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE6_jtUmfQRtCNXy2kln7v-HsWx3U9eREA5YaXJr8TIAz-lyednGmvvOjpduF7ye-g7G1zXAEmYBtuSC8tIJczozJQ53VLLGcYKhqA1Jl8SrOeflvj-HCu9iI3BpyRmxGDwoqExR__oas2ahOgj2zv08N_lrhUnDPn7AyegyN3RaWVqAOZReD-WJ2eUELCh-uSjRUgPcFc=",
                      "start_index": 3227,
                      "end_index": 3379,
                      "text": "*   **Tickets** are expected to remain the leading revenue segment, accounting for around 54% of revenue in the European amusement parks market in 2026."
                    },
                    {
                      "title": "persistencemarketresearch.com",
                      "url": "https://vertexaisearch.cloud.google.com/grounding-api-redirect/AUZIYQE6_jtUmfQRtCNXy2kln7v-HsWx3U9eREA5YaXJr8TIAz-lyednGmvvOjpduF7ye-g7G1zXAEmYBtuSC8tIJczozJQ53VLLGcYKhqA1Jl8SrOeflvj-HCu9iI3BpyRmxGDwoqExR__oas2ahOgj2zv08N_lrhUnDPn7AyegyN3RaWVqAOZReD-WJ2eUELCh-uSjRUgPcFc=",
                      "start_index": 3380,
                      "end_index": 3538,
                      "text": "*   The **19 to 35-year age group** is projected to be the leading age type in 2026, driven by their spending on immersive and experience-centric attractions."
                    }
                  ]
                }
              ]
            }
          ],
          "fan_out_queries": [
            "amusement park business relevance France 2024",
            "French amusement park market size 2024",
            "amusement park industry trends France",
            "economic impact of amusement parks France"
          ]
        }
      ]
    }
  ]
}