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DataForSEO Sandbox – Best Practices

Having plenty of ideas for your SEO software project is great, but sometimes, it feels like you need a second budget to put them all to the test. At the end of the day, why would you spend precious time and money on testing this new DataForSEO API when you’re in the middle of launching an MVP?

That’s exactly where DataForSEO Sandbox comes in handy. We help our users test our APIs without spending a single penny, so nothing keeps them from experimenting with our service and building innovative solutions.

What is DataForSEO Sandbox?

DataForSEO Sandbox is your ultimate money-saving tool when it comes to trying out a variety of our APIs. There’s no need to spend money if you’re just configuring your software to work with our data. With the Sandbox, you can send requests to DataForSEO APIs for free and still get results, even though these will be only generic responses. Moreover, the Sandbox feature is available for all DataForSEO APIs.

We recommend checking our documentation prior to making your first request with the Sandbox.

How does DataForSEO Sandbox work?

The main difference between requests made within Sandbox and regular requests is the end URL. For example, here’s a typical request to the SERP API:

POST: https://api.dataforseo.com/v3/serp/google/organic/task_post

Request example:

[
  {
    "language_code": "en",
    "location_name": "London,England,United Kingdom",
    "keyword": "winery tour"
  }
]

On the contrary, here’s how the sample Sandbox request made to the same API will look like:

Request example:

POST: https://sandbox.dataforseo.com/v3/serp/google/organic/task_post

[
  {
    "language_code": "en",
    "location_name": "London,England,United Kingdom",
    "keyword": "winery tour"
  }
]

As you might have noticed, the only difference between the two is the URL. In the first case, it refers to the api.dataforseo.com subdomain, whereas in the second case, it’s sandbox.dataforseo.com. The results obtained through the typical URL and the Sandbox URL will be different because Sandbox only returns sample results, which won’t reflect the posted query.

For instance, here’s a part of the result for a typical GET request to SERP API made outside the Sandbox:

GET: https://api.dataforseo.com/v3/serp/google/organic/task_get/advanced/$id

Response example:

{
  "version": "0.1.20241227",
  "status_code": 20000,
  "status_message": "Ok.",
  "time": "0.0796 sec.",
  "cost": 0,
  "tasks_count": 1,
  "tasks_error": 0,
  "tasks": [
    {
      "id": "01211447-1535-0066-0000-687cf7b5b8f6",
      "status_code": 20000,
      "status_message": "Ok.",
      "time": "0.0267 sec.",
      "cost": 0,
      "result_count": 1,
      "path": [
        "v3",
        "serp",
        "google",
        "organic",
        "task_get",
        "advanced",
        "01211447-1535-0066-0000-687cf7b5b8f6"
      ],
      "data": {
        "api": "serp",
        "function": "task_get",
        "se": "google",
        "se_type": "organic",
        "language_code": "en",
        "location_name": "London,England,United Kingdom",
        "keyword": "winery tour",
        "device": "desktop",
        "os": "windows"
      },
      "result": [
        {
          "keyword": "winery tour",
          "type": "organic",
          "se_domain": "google.co.uk",
          "location_code": 1006886,
          "language_code": "en",
          "check_url": "https://www.google.co.uk/search?q=winery%20tour&num=100&hl=en&gl=GB&gws_rd=cr&ie=UTF-8&oe=UTF-8&glp=1&uule=w+CAIQIFISCXXeIa8LoNhHEZkq1d1aOpZS",
          "datetime": "2025-01-21 12:47:58 +00:00",
          "spell": null,
          "refinement_chips": {
            "type": "refinement_chips",
            "xpath": "/html[1]/body[1]/div[3]/div[1]/div[4]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[2]/div[1]",
            "items": [
              {
                "type": "refinement_chips_element",
                "title": "Near me",
                "url": "https://www.google.co.uk/search?num=100&sca_esv=153a860b19342f01&hl=en&gl=GB&glp=1&q=Winery+tour+near+me&uds=ADvngMjcH0KdF7qGWtwTBrP0nt7dvT1XWsjT4yz1anB_zSpXvHfh0lqrPlmBJd7llU_iYSnE3LyMLAsnXIFM3w9bGR1Xr7T4_cqq5hsJNTSkb8OazFsDcWDjkTdpzE5-wTkwCmJ2tp2R_3MInotFw0aExaEoKdRWkHi_yku-EwceuSiHErWkCvM&sa=X&ved=2ahUKEwi5l4rJ7IaLAxXaFjQIHc6vKToQxKsJegQIERAB&ictx=0",
                "domain": "www.google.co.uk",
                "options": null
              },
              {
                "type": "refinement_chips_element",
                "title": "Open now",
                "url": "https://www.google.co.uk/search?num=100&sca_esv=153a860b19342f01&hl=en&gl=GB&glp=1&q=winery+tour+open+now&uds=ADvngMjcH0KdF7qGWtwTBrP0nt7da59IS2SwTb5yAzTa791sgnnQr3noW0-4U5he5gYS3YTrNIQnT1-WDeF55vcF5P26lMLXdvdEZjNanC9TkEjvDAUU9odZfZaQjCiGWsoqR95Hs1M3OlvXv1erQTzvbOHK7lx6fmw-cUxh4fig6Tu55MIyaRKiy86bZ6NXFfIHo-I882pI&sa=X&ved=2ahUKEwi5l4rJ7IaLAxXaFjQIHc6vKToQxKsJegQIEBAB&ictx=0",
                "domain": "www.google.co.uk",
                "options": null
              },
              {
                "type": "refinement_chips_element",
                "title": "Within 20 mi",
                "url": "https://www.google.co.uk/search?num=100&sca_esv=153a860b19342f01&hl=en&gl=GB&glp=1&q=winery+tour+within+20+mi&uds=ADvngMjcH0KdF7qGWtwTBrP0nt7d4zGKWJJ-nx3sMnUBYbqQWhkuoMLtLkRDOzk2G6CHrmw2AqwIiBsGu6QM_qltJisawdg_yAs7R0pA3SjcOWBMHUHzyzj4ujFjA3ufKEJ9tv4ynSnFVMq1aTy9CAzwtBzeLXDRcZUhMpmMq_Yd4tpIvEtRBpBclpOcEThNM2B5XLva3Sba&sa=X&ved=2ahUKEwi5l4rJ7IaLAxXaFjQIHc6vKToQxKsJegQIDhAB&ictx=0",
                "domain": "www.google.co.uk",
                "options": null
              },
              {
                "type": "refinement_chips_element",
                "title": "Packages",
                "url": "https://www.google.co.uk/search?num=100&sca_esv=153a860b19342f01&hl=en&gl=GB&glp=1&q=Winery+tour+packages&uds=ADvngMjcH0KdF7qGWtwTBrP0nt7dxrIacCNYNxMEPQSV4V72mhORqCNDdByJUYfXGMltwPkh0r6bdjzpPGSkKBlprv1u60ZIykqpELobhEqpVJ3xTfiJtE8nRBvvhrobYx_Hb7xX90KtsuVMeJcMgfzIgLHkK7DDmJWzq1wlUS_wmC7q9W2ERAs&sa=X&ved=2ahUKEwi5l4rJ7IaLAxXaFjQIHc6vKToQxKsJegQIDxAB&ictx=0",
                "domain": "www.google.co.uk",
                "options": null
              },
              {
                "type": "refinement_chips_element",
                "title": "From london",
                "url": "https://www.google.co.uk/search?num=100&sca_esv=153a860b19342f01&hl=en&gl=GB&glp=1&q=Winery+tour+from+london&uds=ADvngMjcH0KdF7qGWtwTBrP0nt7d1DKEJbCVJnf-xyao41sDDe_uDBFcP85vZkkvm9VPBXXFJl684JrwHz9bymLmbFbwzkIxbhrjWl7AOSqG2Czadr9ihx8LShEiQDqaiB45p5U2fEInqh5ilm0RsYR1ci2AcFEYRxKxXaTs_ckc2q8JFZrQMuA&sa=X&ved=2ahUKEwi5l4rJ7IaLAxXaFjQIHc6vKToQxKsJegQIDBAB&ictx=0",
                "domain": "www.google.co.uk",
                "options": null
              },
              {
                "type": "refinement_chips_element",
                "title": "Top rated",
                "url": "https://www.google.co.uk/search?num=100&sca_esv=153a860b19342f01&hl=en&gl=GB&glp=1&q=top+rated+winery+tour&uds=ADvngMjcH0KdF7qGWtwTBrP0nt7dMz03oF9zsZKZk1sToh6qNzEkMWIryX50pP3GLjRsQcOLPI4s7cjO31yMBi3SpMFJgMIL4mqlrP29uQ0JTZlildq_aIDL4g9KDxMVvDV969jXOqjFO_2gcLrWDEbFqAKxyYxN_z90evlyy43f10Xlr-ZeO3SFFaGbfrFbWaYX7pfLrN_P&sa=X&ved=2ahUKEwi5l4rJ7IaLAxXaFjQIHc6vKToQxKsJegUI3AMQAQ&ictx=0",
                "domain": "www.google.co.uk",
                "options": null
              },
              {
                "type": "refinement_chips_element",
                "title": "UK",
                "url": "https://www.google.co.uk/search?num=100&sca_esv=153a860b19342f01&hl=en&gl=GB&glp=1&q=Vineyard+tours+UK&uds=ADvngMjcH0KdF7qGWtwTBrP0nt7dlJf00IsuUSLNPv4gPR8rz1aCFTsuH5xkwZKbtWSlNAouV-RyYcdQ_YJVmUtfEmgmqkHown5AVEC29veV_tCIe0KGJP8QQvteYFG3J3QhszqdMcbOzV3WsEHSFT-ewgQYD1ICD9XKQPlW15NZYyFD6ZiTzlo&sa=X&ved=2ahUKEwi5l4rJ7IaLAxXaFjQIHc6vKToQxKsJegUI2gMQAQ&ictx=0",
                "domain": "www.google.co.uk",
                "options": null
              },
              {
                "type": "refinement_chips_element",
                "title": "Tuscany",
                "url": "https://www.google.co.uk/search?num=100&sca_esv=153a860b19342f01&hl=en&gl=GB&glp=1&q=Winery+tour+Tuscany&uds=ADvngMjcH0KdF7qGWtwTBrP0nt7dvT1XWsjT4yz1anB_zSpXvHfh0lqrPlmBJd7llU_iYSlcAJrj45EmYpn4Ue8KIGHsVx-WCA-fguGJbNxFTUNeccilJPgdj7h2E8Rbt9zZgM-wUPOuiSzsp9eksBgFOGl-2KcYx41RfDQCdBP-OfvErfkdeAE&sa=X&ved=2ahUKEwi5l4rJ7IaLAxXaFjQIHc6vKToQxKsJegUI0wMQAQ&ictx=0",
                "domain": "www.google.co.uk",
                "options": null
              },
              {
                "type": "refinement_chips_element",
                "title": "Bus",
                "url": "https://www.google.co.uk/search?num=100&sca_esv=153a860b19342f01&hl=en&gl=GB&glp=1&q=Winery+bus+tour&uds=ADvngMjcH0KdF7qGWtwTBrP0nt7dbk2-nP0CNKeqjqD_kw1xhe61IzWxA3tsyRoHgaslW8QFZhF9IbO3HgjdjBCnJawtcPnFj_qnvxBbg_Kvgv-0e6wljNkjFmcBvIDzg1_Wx4c7S37j93hpynYwSmLTwNC29XsI2EILXyJT3U_tHE-0Iy0yCts&sa=X&ved=2ahUKEwi5l4rJ7IaLAxXaFjQIHc6vKToQxKsJegUI0gMQAQ&ictx=0",
                "domain": "www.google.co.uk",
                "options": null
              }
            ]
          },
          "item_types": [
            "organic",
            "find_results_on",
            "local_pack",
            "people_also_ask",
            "images",
            "people_also_search",
            "related_searches"
          ],
          "se_results_count": 421000000,
          "items_count": 107,
          "items": [
            {
              "type": "organic",
              "rank_group": 1,
              "rank_absolute": 1,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[1]/div[2]/div[2]/div[1]/div[1]/div[1]/div[1]/div[1]",
              "domain": "londoncru.co.uk",
              "title": "Tastings, Tours & Experiences",
              "url": "https://londoncru.co.uk/whatson",
              "cache_url": null,
              "related_search_url": null,
              "breadcrumb": "https://londoncru.co.uk › whatson",
              "website_name": "London Cru",
              "is_image": false,
              "is_video": false,
              "is_featured_snippet": false,
              "is_malicious": false,
              "is_web_story": false,
              "description": "Join us in London's first urban winery and taste through our award winning English wines. Just nextdoor to West Brompton station - in the heart of London ...",
              "pre_snippet": null,
              "extended_snippet": null,
              "images": null,
              "amp_version": false,
              "rating": null,
              "price": null,
              "highlighted": [
                "winery",
                "wines"
              ],
              "links": null,
              "faq": null,
              "extended_people_also_search": null,
              "about_this_result": null,
              "related_result": null,
              "timestamp": null,
              "rectangle": null
            },
            {
              "type": "find_results_on",
              "rank_group": 1,
              "rank_absolute": 2,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[1]/div[2]/div[2]/div[1]/div[1]/div[3]/div[1]",
              "items": [
                {
                  "type": "find_results_on_element",
                  "title": "The best vineyards near London that are easy for day trip visits",
                  "domain": "www.hot-dinners.com",
                  "url": "https://www.hot-dinners.com/Features/Hot-Dinners-recommends/vineyards-visit-uk-london-travel-day-trip-sussex-food-wine",
                  "source": "hot-dinners"
                },
                {
                  "type": "find_results_on_element",
                  "title": "THE 10 BEST London Wine Tasting Tours (with Prices)",
                  "domain": "www.tripadvisor.co.uk",
                  "url": "https://www.tripadvisor.co.uk/Attractions-g186338-Activities-c42-t205-London_England.html",
                  "source": "Tripadvisor"
                },
                {
                  "type": "find_results_on_element",
                  "title": "THE TOP 10 Wine Tastings in London (w/Prices)",
                  "domain": "www.viator.com",
                  "url": "https://www.viator.com/en-GB/London-tours/Wine-Tasting-and-Winery-Tours/d737-g6-c21",
                  "source": "Viator"
                },
                {
                  "type": "find_results_on_element",
                  "title": "The BEST London Wine tasting & winery tours 2025 - FREE ...",
                  "domain": "www.getyourguide.com",
                  "url": "https://www.getyourguide.com/london-l57/wine-tasting-winery-tours-tc104/",
                  "source": "GetYourGuide"
                },
                {
                  "type": "find_results_on_element",
                  "title": "14 Best Places for Wine Tasting in London to Wet Your Whistle",
                  "domain": "www.timeout.com",
                  "url": "https://www.timeout.com/london/things-to-do/best-london-wine-tasting",
                  "source": "Time Out"
                }
              ],
              "rectangle": null
            },
            {
              "type": "local_pack",
              "rank_group": 1,
              "rank_absolute": 3,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[1]/div[2]/div[2]/div[1]/div[1]/div[4]/div[1]/div[1]/div[1]/div[4]/div[1]/div[1]/div[1]/div[1]",
              "title": "Denbies Wine Estate",
              "description": "Dorking · 01306 876616 \nOpen ⋅ Closes 5 pm \n\"Beautiful grounds, well worth the money for a tour and wine tasting.\" \n",
              "domain": null,
              "phone": "01306 876616",
              "url": null,
              "is_paid": false,
              "rating": {
                "rating_type": "Max5",
                "value": 4.4,
                "votes_count": 1300,
                "rating_max": 5
              },
              "cid": "3209366852623014694",
              "rectangle": null
            },
            {
              "type": "local_pack",
              "rank_group": 2,
              "rank_absolute": 4,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[1]/div[2]/div[2]/div[1]/div[1]/div[4]/div[1]/div[1]/div[1]/div[4]/div[1]/div[3]/div[1]/div[1]",
              "title": "Grape Escapes",
              "description": "Ware · 01920 468666 \nOpen ⋅ Closes 5:30 pm \n\"... stunning scenery and tasted some dangerously drinkable wines !\" \n",
              "domain": null,
              "phone": "01920 468666",
              "url": null,
              "is_paid": false,
              "rating": {
                "rating_type": "Max5",
                "value": 4.9,
                "votes_count": 249,
                "rating_max": 5
              },
              "cid": "14793746320149984608",
              "rectangle": null
            },
            {
              "type": "local_pack",
              "rank_group": 3,
              "rank_absolute": 5,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[1]/div[2]/div[2]/div[1]/div[1]/div[4]/div[1]/div[1]/div[1]/div[4]/div[1]/div[5]/div[1]/div[1]",
              "title": "SmoothRed",
              "description": "92 Albert Embankment · 020 8877 4940 \nOpen ⋅ Closes 5:30 pm \n\"The guides were very knowledgeable and the accommodations excellent.\" \n",
              "domain": null,
              "phone": "020 8877 4940",
              "url": null,
              "is_paid": false,
              "rating": {
                "rating_type": "Max5",
                "value": 5,
                "votes_count": 107,
                "rating_max": 5
              },
              "cid": "1557008735063730241",
              "rectangle": null
            },
            {
              "type": "organic",
              "rank_group": 2,
              "rank_absolute": 6,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[1]/div[2]/div[2]/div[1]/div[1]/div[5]/div[1]",
              "domain": "www.englishwinetastingtours.co.uk",
              "title": "UK Wine Tour from London to Kent and Sussex Vineyards",
              "url": "https://www.englishwinetastingtours.co.uk/",
              "cache_url": null,
              "related_search_url": null,
              "breadcrumb": "https://www.englishwinetastingtours.co.uk",
              "website_name": "English Wine Tasting Tours",
              "is_image": false,
              "is_video": false,
              "is_featured_snippet": false,
              "is_malicious": false,
              "is_web_story": false,
              "description": "Wine tasting day trips from London and across the South taking you to the beautiful British Countryside to sample an array of England's finest ...",
              "pre_snippet": "01/10/2025 00:00:00",
              "extended_snippet": null,
              "images": null,
              "amp_version": false,
              "rating": null,
              "price": null,
              "highlighted": [
                "Wine"
              ],
              "links": null,
              "faq": null,
              "extended_people_also_search": null,
              "about_this_result": null,
              "related_result": null,
              "timestamp": "2025-01-10 00:00:00 +00:00",
              "rectangle": null
            },
            {
              "type": "related_searches",
              "rank_group": 1,
              "rank_absolute": 107,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[1]/div[4]/div[1]/div[2]/div[3]/div[1]/div[1]/div[1]/div[5]",
              "items": [
                "winery tour near stratford, london",
                "Winery tour from london",
                "Winery tour near me",
                "Winery tour packages",
                "Vineyards near London by train",
                "Vineyard tours UK",
                "Best winery tour",
                "Wine tasting experience"
              ],
              "rectangle": null
            }
          ]
        }
      ]
    }
  ]
}

The cost of SERP API varies from $0,75 to $3 per 1000 requests, depending on the chosen method (Live or Standard) and the required speed of task execution (high or normal priority for Standard). As for the functions, in version three, you can collect Regular, Advanced, and HTML results by paying only for one POST request to SERP API. You can see more pricing details on the Pricing page.

You may need to pull hundreds of thousands of results pages while configuring your software to work with this API. Using Sandbox will help you avoid wasting money and creating an unnecessary load on our servers because we made this feature completely free for everyone registered at DataForSEO. However, all results within Sandbox contain sample data so that you will see the same response for all successful requests:

GET: https://sandbox.dataforseo.com/v3/serp/google/organic/task_get/advanced/$id

Response example:

{
  "version": "0.1.20241227",
  "status_code": 20000,
  "status_message": "Ok.",
  "time": "0 sec.",
  "cost": 0,
  "tasks_count": 1,
  "tasks_error": 0,
  "tasks": [
    {
      "id": "01211451-1535-0066-2000-9b32688beaaf",
      "status_code": 20000,
      "status_message": "Ok.",
      "time": "0 sec.",
      "cost": 0,
      "result_count": 1,
      "path": [
        "v3",
        "serp",
        "google",
        "organic",
        "task_get",
        "advanced",
        "01211451-1535-0066-2000-9b32688beaaf"
      ],
      "data": {
        "api": "serp",
        "function": "task_get",
        "se": "google",
        "se_type": "organic"
      },
      "result": [
        {
          "keyword": "pizza",
          "type": "organic",
          "se_domain": "google.co.uk",
          "location_code": 1006886,
          "language_code": "en",
          "check_url": "https://www.google.co.uk/search?q=pizza&num=100&hl=en&gl=GB&gws_rd=cr&ie=UTF-8&oe=UTF-8&glp=1&uule=w+CAIQIFISCXXeIa8LoNhHEZkq1d1aOpZS",
          "datetime": "2025-01-21 10:38:34 +00:00",
          "spell": null,
          "refinement_chips": null,
          "item_types": [
            "find_results_on",
            "local_pack",
            "organic",
            "related_searches",
            "knowledge_graph"
          ],
          "se_results_count": 2510000000,
          "items_count": 107,
          "items": [
            {
              "type": "find_results_on",
              "rank_group": 1,
              "rank_absolute": 1,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[1]/div[2]/div[2]/div[1]/div[1]/div[1]/div[1]",
              "items": [
                {
                  "type": "find_results_on_element",
                  "title": "21 Best Pizza Restaurants in London for Perfect Pizza",
                  "domain": "www.timeout.com",
                  "url": "https://www.timeout.com/london/restaurants/londons-best-restaurants-for-pizza",
                  "source": "Time Out"
                },
                {
                  "type": "find_results_on_element",
                  "title": "THE 10 BEST Pizza Places in London (Updated 2025)",
                  "domain": "www.tripadvisor.co.uk",
                  "url": "https://www.tripadvisor.co.uk/Restaurants-g186338-c31-London_England.html",
                  "source": "Tripadvisor"
                },
                {
                  "type": "find_results_on_element",
                  "title": "28 Best Pizza Restaurants In London",
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            {
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              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[1]/div[2]/div[2]/div[1]/div[1]/div[3]/div[1]",
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                    },
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                      "title": "Burger",
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                      "url": "https://www.google.co.uk/search?num=100&sca_esv=7df9dc5f5d70ab9c&hl=en&gl=GB&glp=1&si=ACC90nyvvWro6QmnyY1IfSdgk5wwjB1r8BGd_IWRjXqmKPQqmw9k4kGSBGVT2Kt86q7VLyCS7uFjD2-JhbWio79a6ZNUJLy20arqL5fhtK3snDUl3P0VdbBt20rLnLxptCS0NNwjjBG_0rPcdhL05hH7xsbkEodRiUHwImMur8Adlji2n2uGL-y_TtYX3TOAjcDvnp0AOeEzIzb8ZSGpiiHR0IZJbNsyb3Z0bmTx2rEyIeBULclDZjNMaV0ZDYCaOOfyHKjzj2CvviQg_DrIJaIzV2dr7luUdzzt8N9TgSZgipJ5XRnOyjw%3D&q=Hamburger&sa=X&ved=2ahUKEwjVtM3Tz4aLAxVPEUQIHSezHpcQs9oBKAB6BAgpEA0",
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                    },
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}

You can also use Sandbox to fetch a list of requests by applying the ‘Tasks Ready’ endpoint. For example, you can make the following request to obtain a list of tasks posted to the SERP API:

POST: https://sandbox.dataforseo.com/v3/serp/google/organic/tasks_ready

Additionally, all DataForSEO APIs that support the Live method of data retrieval are available in Sandbox. To call the Live endpoint in Sandbox, simply change the hostname in the request URL from api.dataforseo.com to sandbox.dataforseo.com. There’s no need to make separate POST and GET calls to retrieve sample data—you’ll receive it in a single request.

POST: https://sandbox.dataforseo.com/v3/serp/google/organic/live/advanced

Request example:

[
  {
    "language_code": "en",
    "location_name": "London,England,United Kingdom",
    "keyword": "dataforseo",
    "device": "desktop"
  }
]

Response example:

{
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  "status_code": 20000,
  "status_message": "Ok.",
  "time": "0 sec.",
  "cost": 0,
  "tasks_count": 1,
  "tasks_error": 0,
  "tasks": [
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      "status_code": 20000,
      "status_message": "Ok.",
      "time": "0 sec.",
      "cost": 0,
      "result_count": 1,
      "path": [
        "v3",
        "serp",
        "google",
        "organic",
        "live",
        "advanced"
      ],
      "data": {
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        "function": "live",
        "se": "google",
        "se_type": "organic",
        "language_code": "en",
        "location_name": "London,England,United Kingdom",
        "keyword": "dataforseo",
        "device": "desktop"
      },
      "result": [
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          "keyword": "pizza",
          "type": "organic",
          "se_domain": "google.co.uk",
          "location_code": 1006886,
          "language_code": "en",
          "check_url": "https://www.google.co.uk/search?q=pizza&num=100&hl=en&gl=GB&gws_rd=cr&ie=UTF-8&oe=UTF-8&glp=1&uule=w+CAIQIFISCXXeIa8LoNhHEZkq1d1aOpZS",
          "datetime": "2025-01-21 11:38:05 +00:00",
          "spell": null,
          "refinement_chips": null,
          "item_types": [
            "find_results_on",
            "local_pack",
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            "related_searches",
            "knowledge_graph"
          ],
          "se_results_count": 2520000000,
          "items_count": 107,
          "items": [
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              "type": "find_results_on",
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                },
                {
                  "type": "find_results_on_element",
                  "title": "THE 10 BEST Pizza Places in London (Updated 2025)",
                  "domain": "www.tripadvisor.co.uk",
                  "url": "https://www.tripadvisor.co.uk/Restaurants-g186338-c31-London_England.html",
                  "source": "Tripadvisor"
                },
                {
                  "type": "find_results_on_element",
                  "title": "28 Best Pizza Restaurants In London",
                  "domain": "www.designmynight.com",
                  "url": "https://www.designmynight.com/london/restaurants/best-pizza-restaurants-in-london",
                  "source": "designmynight"
                },
                {
                  "type": "find_results_on_element",
                  "title": "The Best London Pizza Takeaway, Delivered",
                  "domain": "deliveroo.co.uk",
                  "url": "https://deliveroo.co.uk/cuisines/pizza-takeaway/london",
                  "source": "deliveroo"
                },
                {
                  "type": "find_results_on_element",
                  "title": "The 10 Best Pizza in London",
                  "domain": "www.thefork.co.uk",
                  "url": "https://www.thefork.co.uk/restaurants/london-c665790/pizza-t652",
                  "source": "TheFork"
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              ],
              "rectangle": null
            },
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              "rank_absolute": 2,
              "position": "left",
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              "is_paid": false,
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              "related_result": null,
              "timestamp": "2024-11-21 00:00:00 +00:00",
              "rectangle": null
            },
            {
              "type": "organic",
              "rank_group": 2,
              "rank_absolute": 6,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[2]/div[2]/div[1]/div[1]/div[4]/div[1]",
              "domain": "www.tripadvisor.co.uk",
              "title": "THE 10 BEST Pizza Places in London (Updated 2025)",
              "url": "https://www.tripadvisor.co.uk/Restaurants-g186338-c31-London_England.html",
              "cache_url": null,
              "related_search_url": null,
              "breadcrumb": "https://www.tripadvisor.co.uk › ... › London Restaurants",
              "website_name": "Tripadvisor",
              "is_image": false,
              "is_video": false,
              "is_featured_snippet": false,
              "is_malicious": false,
              "is_web_story": false,
              "description": "Best Pizza in London, England: Find Tripadvisor traveller reviews of London Pizza places and search by price, location, and more.",
              "pre_snippet": null,
              "extended_snippet": null,
              "images": null,
              "amp_version": false,
              "rating": null,
              "price": null,
              "highlighted": [
                "Pizza"
              ],
              "links": null,
              "faq": null,
              "extended_people_also_search": null,
              "about_this_result": null,
              "related_result": null,
              "timestamp": null,
              "rectangle": null
            },
            {
              "type": "related_searches",
              "rank_group": 1,
              "rank_absolute": 106,
              "position": "left",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[4]/div[1]/div[2]/div[2]/div[1]/div[1]/div[1]/div[2]",
              "items": [
                "Pizza near me",
                "Pizza Hut",
                "Pizza Pilgrims",
                "Pizza Express",
                "Pizza GoGo",
                "Best pizza in London",
                "Pizza Union",
                "Pizza London"
              ],
              "rectangle": null
            },
            {
              "type": "knowledge_graph",
              "rank_group": 1,
              "rank_absolute": 1,
              "position": "right",
              "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[2]/div[2]",
              "title": "Pizza",
              "subtitle": "Dish",
              "description": "Pizza is an Italian dish typically consisting of a flat base of leavened wheat-based dough topped with tomato, cheese, and other ingredients, baked at a high temperature, traditionally in a wood-fired oven.",
              "card_id": null,
              "url": null,
              "image_url": null,
              "logo_url": null,
              "cid": null,
              "items": [
                {
                  "type": "knowledge_graph_description_item",
                  "rank_group": 0,
                  "rank_absolute": 0,
                  "position": "left",
                  "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[2]/div[2]/div[2]/div[1]/div[2]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[2]/div[1]/div[1]/div[1]",
                  "text": "Pizza is an Italian dish typically consisting of a flat base of leavened wheat-based dough topped with tomato, cheese, and other ingredients, baked at a high temperature, traditionally in a wood-fired oven. Wikipedia... Wikipedia",
                  "links": [
                    {
                      "type": "link_element",
                      "title": " Wikipedia",
                      "url": "https://en.wikipedia.org/wiki/Pizza",
                      "domain": "en.wikipedia.org",
                      "description": null,
                      "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[2]/div[2]/div[2]/div[1]/div[2]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/span[1]/a[1]"
                    },
                    {
                      "type": "link_element",
                      "title": "... Wikipedia",
                      "url": "https://en.wikipedia.org/wiki/Pizza",
                      "domain": "en.wikipedia.org",
                      "description": null,
                      "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[2]/div[2]/div[2]/div[1]/div[2]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/a[1]"
                    }
                  ],
                  "rectangle": null
                },
                {
                  "type": "knowledge_graph_carousel_item",
                  "rank_group": 0,
                  "rank_absolute": 0,
                  "position": "left",
                  "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[2]/div[2]/div[2]/div[1]/div[2]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[3]",
                  "title": "People also search for",
                  "data_attrid": null,
                  "link": null,
                  "items": [
                    {
                      "type": "knowledge_graph_carousel_element",
                      "title": "Pepperoni",
                      "subtitle": null,
                      "url": "https://www.google.co.uk/search?num=100&sca_esv=0362892ef7fa3c39&hl=en&gl=GB&glp=1&si=ACC90nzx_D3_zUKRnpAjmO0UBLNxnt7EyN4YYdru6U3bxLI-L7drYdmXhMqxjfKwa3gH7P8wNKRm5HSP8rizbkIW0qLqMmcO83DPBqrCEV_6amljHY1PxHmE8bmLNnxySOnFhZm8-HCosrRzwEuuZMQ3D6qE35xOLu0BW9OHHGSyesu-ZDRQdGl60QsN8crwS7YYEDgApDtEc-NjFXcIkJhdZGoiQCEerfPtbKWrGo1mwsw1pV8owQrCzVU2kucysMUpuYj9e4AulVmSia1dikncJTdof8kZMioxo-vXtYOG-BiifiXo4Fk%3D&q=Pepperoni&sa=X&ved=2ahUKEwiLntz63IaLAxVhq4kEHRksAPgQs9oBKAB6BAgpEAI",
                      "domain": "www.google.co.uk",
                      "image_url": "https://api.dataforseo.com/cdn/i/01211338-0001-0139-0000-8b5b420dd996:0",
                      "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[2]/div[2]/div[2]/div[1]/div[2]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[3]/div[1]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/a[1]"
                    },
                    {
                      "type": "knowledge_graph_carousel_element",
                      "title": "Pizza Margherita",
                      "subtitle": null,
                      "url": "https://www.google.co.uk/search?num=100&sca_esv=0362892ef7fa3c39&hl=en&gl=GB&glp=1&si=ACC90nyByJNAHfkzzi7l4JA4fcQKnJZTwFZjuiioX_pEpk9EpyFjED2MjJUJsbCA0WFK-xC0Zuf64D5HTZ1T24WTMi8ZNXLKzP-L9jvfm4BsJcW7XJWGVeDRxxBus_mFDDcmrNps9NeYG60hIpVwVv6xnVO8TYhgHhfKrp_CfFttCLMZ7px_1gmq3wzpJ2qcRE_RT7pw-th8x8QlxSMh7XKWHPA9_pVJ5Gne2vVLlMAm-66teLpCZmAy-J4IkOjrmeFyofPw2z8hUZqqUU3SelRpPLJmCJ61uSHTdmcaPgjKSvyVm2Zm_is%3D&q=Pizza+Margherita&sa=X&ved=2ahUKEwiLntz63IaLAxVhq4kEHRksAPgQs9oBKAF6BAgpEAM",
                      "domain": "www.google.co.uk",
                      "image_url": "https://api.dataforseo.com/cdn/i/01211338-0001-0139-0000-8b5b420dd996:1",
                      "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[2]/div[2]/div[2]/div[1]/div[2]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[3]/div[1]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/a[2]"
                    },
                    {
                      "type": "knowledge_graph_carousel_element",
                      "title": "Burger",
                      "subtitle": null,
                      "url": "https://www.google.co.uk/search?num=100&sca_esv=0362892ef7fa3c39&hl=en&gl=GB&glp=1&si=ACC90nyvvWro6QmnyY1IfSdgk5wwjB1r8BGd_IWRjXqmKPQqmw9k4kGSBGVT2Kt86q7VLyCS7uFjD2-JhbWio79a6ZNUJLy20arqL5fhtK3snDUl3P0VdbBt20rLnLxptCS0NNwjjBG_0rPcdhL05hH7xsbkEodRiUHwImMur8Adlji2n2uGL-y_TtYX3TOAjcDvnp0AOeEzIzb8ZSGpiiHR0IZJbNsyb3Z0bmTx2rEyIeBULclDZjNMaV0ZDYCaOOfyHKjzj2CvviQg_DrIJaIzV2dr7luUdzzt8N9TgSZgipJ5XRnOyjw%3D&q=Hamburger&sa=X&ved=2ahUKEwiLntz63IaLAxVhq4kEHRksAPgQs9oBKAJ6BAgpEAQ",
                      "domain": "www.google.co.uk",
                      "image_url": "https://api.dataforseo.com/cdn/i/01211338-0001-0139-0000-8b5b420dd996:2",
                      "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[2]/div[2]/div[2]/div[1]/div[2]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[3]/div[1]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/a[3]"
                    },
                    {
                      "type": "knowledge_graph_carousel_element",
                      "title": "Fast food",
                      "subtitle": null,
                      "url": "https://www.google.co.uk/search?num=100&sca_esv=0362892ef7fa3c39&hl=en&gl=GB&glp=1&si=ACC90nzx_D3_zUKRnpAjmO0UBLNxnt7EyN4YYdru6U3bxLI-L79U2jGRbjfWytkRVKfTZ1EClwFyzleUgy82n99MmcSO2eJLl8-3fmR4AS4jiD9O90mCEYAIhWkksntV21JsR_9XVtaDA-s2n00WRg9sD9w3-Cwg9la_1EvwJ9Er5TipfJZfUu2cSpHv1uNSUGT8VCfl3Pu-vQ5cxMLktp52MGEtCeY1JryaVCujCLxsbQgO4tYAQ8AGYld6CxOUK5M1dVeZ1ZCmJ6WwiYTu_RP0l1k8NIZ4GCv1vRSqoAWBzlp48ZxxOfQ%3D&q=Fast+food&sa=X&ved=2ahUKEwiLntz63IaLAxVhq4kEHRksAPgQs9oBKAN6BAgpEAU",
                      "domain": "www.google.co.uk",
                      "image_url": "https://api.dataforseo.com/cdn/i/01211338-0001-0139-0000-8b5b420dd996:3",
                      "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[2]/div[2]/div[2]/div[1]/div[2]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[3]/div[1]/div[1]/div[2]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/div[1]/a[4]"
                    }
                  ],
                  "rectangle": null
                }
              ],
              "rectangle": null
            }
          ]
        }
      ]
    }
  ]
}

As you can see, the principle of DataForSEO Sandbox is very straightforward, making it an optimal feature for testing APIs and configuring your software. Additionally, to give you a comprehensive overview of Sandbox, let’s examine the best practices for using it with different DataForSEO APIs and request methods.

Using Sandbox with DataForSEO APIs – Best practices

The general principle of working with API Sandbox is similar for different DataForSEO APIs. You should change the hostname in the request URL from api.dataforseo.com to sandbox.dataforseo.com. However, there are some considerations for working with specific DataForSEO endpoints and request methods, which we will explore in a few examples below.

Keywords Data API

To use Keywords Data API in Sandbox with the Standard method (on a request-response basis), you should follow the same principle and change the hostname in the request and response URLs.

Keep in mind that the Sandbox feature for the Standard method has the same rate limits as the production environment. You can send 2000 API calls per minute, with each POST call containing no more than 100 tasks. These limitations apply to all other endpoints with the Standard method for sending requests.

POST: https://sandbox.dataforseo.com/v3/keywords_data/google_ads/keywords_for_keywords/task_post

Request example:

[
  {
    "location_code": 2840,
    "keywords": [
      "sportswear"
    ]
  }
]

After that, copy the task_id in the response and use it in the Keywords for Keywords Task GET endpoint to get a sample result.

GET: https://sandbox.dataforseo.com/v3/keywords_data/google_ads/keywords_for_keywords/task_get/$id

Response example:

{
  "version": "0.1.20241227",
  "status_code": 20000,
  "status_message": "Ok.",
  "time": "0 sec.",
  "cost": 0,
  "tasks_count": 1,
  "tasks_error": 0,
  "tasks": [
    {
      "id": "01211439-1535-0107-2000-dcf68fb46099",
      "status_code": 20000,
      "status_message": "Ok.",
      "time": "0 sec.",
      "cost": 0,
      "result_count": 716,
      "path": [
        "v3",
        "keywords_data",
        "google_ads",
        "keywords_for_keywords",
        "task_get",
        "01211439-1535-0107-2000-dcf68fb46099"
      ],
      "data": {
        "api": "keywords_data",
        "function": "keywords_for_keywords",
        "se": "google_ads"
      },
      "result": [
        {
          "keyword": "seo",
          "location_code": 2840,
          "language_code": "en",
          "search_partners": false,
          "competition": "LOW",
          "competition_index": 16,
          "search_volume": 201000,
          "low_top_of_page_bid": 3.63,
          "high_top_of_page_bid": 12.47,
          "cpc": 13.39,
          "monthly_searches": [
            {
              "year": 2024,
              "month": 12,
              "search_volume": 135000
            },
            {
              "year": 2024,
              "month": 11,
              "search_volume": 135000
            },
            {
              "year": 2024,
              "month": 10,
              "search_volume": 110000
            },
            {
              "year": 2024,
              "month": 9,
              "search_volume": 135000
            },
            {
              "year": 2024,
              "month": 8,
              "search_volume": 110000
            },
            {
              "year": 2024,
              "month": 7,
              "search_volume": 110000
            },
            {
              "year": 2024,
              "month": 6,
              "search_volume": 1000000
            },
            {
              "year": 2024,
              "month": 5,
              "search_volume": 110000
            },
            {
              "year": 2024,
              "month": 4,
              "search_volume": 110000
            },
            {
              "year": 2024,
              "month": 3,
              "search_volume": 110000
            },
            {
              "year": 2024,
              "month": 2,
              "search_volume": 110000
            },
            {
              "year": 2024,
              "month": 1,
              "search_volume": 135000
            }
          ],
          "keyword_annotations": {
            "concepts": null
          }
        },
        {
          "keyword": "seo services",
          "location_code": 2840,
          "language_code": "en",
          "search_partners": false,
          "competition": "LOW",
          "competition_index": 9,
          "search_volume": 27100,
          "low_top_of_page_bid": 9.89,
          "high_top_of_page_bid": 40.09,
          "cpc": 39.81,
          "monthly_searches": [
            {
              "year": 2024,
              "month": 12,
              "search_volume": 40500
            },
            {
              "year": 2024,
              "month": 11,
              "search_volume": 40500
            },
            {
              "year": 2024,
              "month": 10,
              "search_volume": 40500
            },
            {
              "year": 2024,
              "month": 9,
              "search_volume": 49500
            },
            {
              "year": 2024,
              "month": 8,
              "search_volume": 27100
            },
            {
              "year": 2024,
              "month": 7,
              "search_volume": 18100
            },
            {
              "year": 2024,
              "month": 6,
              "search_volume": 18100
            },
            {
              "year": 2024,
              "month": 5,
              "search_volume": 22200
            },
            {
              "year": 2024,
              "month": 4,
              "search_volume": 33100
            },
            {
              "year": 2024,
              "month": 3,
              "search_volume": 22200
            },
            {
              "year": 2024,
              "month": 2,
              "search_volume": 18100
            },
            {
              "year": 2024,
              "month": 1,
              "search_volume": 18100
            }
          ],
          "keyword_annotations": {
            "concepts": [
              {
                "name": "Non-Brands",
                "concept_group": {
                  "name": "Non-Brands",
                  "type": "NON_BRAND"
                }
              }
            ]
          }
        },
        {
          "keyword": "yoast news",
          "location_code": 2840,
          "language_code": "en",
          "search_partners": false,
          "competition": "LOW",
          "competition_index": 0,
          "search_volume": 20,
          "low_top_of_page_bid": null,
          "high_top_of_page_bid": null,
          "cpc": null,
          "monthly_searches": [
            {
              "year": 2024,
              "month": 12,
              "search_volume": 10
            },
            {
              "year": 2024,
              "month": 11,
              "search_volume": 10
            },
            {
              "year": 2024,
              "month": 10,
              "search_volume": 10
            },
            {
              "year": 2024,
              "month": 9,
              "search_volume": 10
            },
            {
              "year": 2024,
              "month": 8,
              "search_volume": 10
            },
            {
              "year": 2024,
              "month": 7,
              "search_volume": 20
            },
            {
              "year": 2024,
              "month": 6,
              "search_volume": 10
            },
            {
              "year": 2024,
              "month": 5,
              "search_volume": 10
            },
            {
              "year": 2024,
              "month": 4,
              "search_volume": 20
            },
            {
              "year": 2024,
              "month": 3,
              "search_volume": 30
            },
            {
              "year": 2024,
              "month": 2,
              "search_volume": 20
            },
            {
              "year": 2024,
              "month": 1,
              "search_volume": 20
            }
    {
                "name": "seo news",
                "concept_group": {
                  "name": "Other Brands",
                  "type": "OTHER_BRANDS"
                }
              }
            ]
          }
        }
      ]
    }
  ]
}

As you can see, the response contains dummy data that will remain the same regardless of the input in the request. However, the data structure and the possible keyword metrics replicate the response you may receive using the actual DataForSEO API environment.

OnPage API

The OnPage API encompasses multiple endpoints that allow you to crawl any website or page according to the parameters you specify. To work with the OnPage API in the Sandbox, you should make a call to the OnPage API Task POST endpoint first and then to any other endpoint of this API. When making calls, you should change the hostname in the request URL to sandbox.dataforseo.com, as in previous examples.

Let’s see that on the example combination of OnPage API Task POST and Pages endpoints:

POST: https://sandbox.dataforseo.com/v3/on_page/task_post

Request example:

[
 {
   "target": "nike.com",
   "max_crawl_pages": 10
 }
]

Next, choose the Pages endpoint, change the domain in the URL to sandbox.dataforseo.com, and make a call.

POST: https://sandbox.dataforseo.com/v3/on_page/pages

Response example:

{
  "version": "0.1.20241227",
  "status_code": 20000,
  "status_message": "Ok.",
  "time": "0 sec.",
  "cost": 0,
  "tasks_count": 1,
  "tasks_error": 0,
  "tasks": [
    {
      "id": "01211502-1535-0220-2000-ae3a7b214886",
      "status_code": 20000,
      "status_message": "Ok.",
      "time": "0 sec.",
      "cost": 0,
      "result_count": 1,
      "path": [
        "v3",
        "on_page",
        "pages"
      ],
      "data": {
        "api": "on_page",
        "function": "pages",
        "limit": 3
      },
      "result": [
        {
          "crawl_progress": "finished",
          "crawl_status": {
            "max_crawl_pages": 10,
            "pages_in_queue": 0,
            "pages_crawled": 10
          },
          "total_items_count": 10,
          "items_count": 10,
          "items": [
            {
              "resource_type": "html",
              "status_code": 200,
              "location": null,
              "url": "https://dataforseo.com/",
              "meta": {
                "title": "Powerful API Stack For Data-Driven SEO Tools – DataForSEO",
                "charset": 65001,
                "follow": true,
                "generator": "WP Rocket 3.17.4",
                "htags": {
                  "h4": [
                    "Products",
                    "About us",
                    "Integrating a new data source can take a lot of time and money. We accelerate this process by providing a user-friendly interface for controlling your API usage and spending.",
                    "APIs",
                    "Databases",
                    "Solutions",
                    "Knowledge Base",
                    "Resources",
                    "Legal information",
                    "Payment Methods:"
                  ],
                  "h1": [
                    "Powerful API Stack For\n\nData-Driven Marketers"
                  ],
                  "h2": [
                    "All the data your SEO software requires\n\n is now in one place",
                    "DataForSEO in Figures",
                    "Champions of customer support\n\n available 24/7",
                    "Our Vision",
                    "Our Mission",
                    "Release in days, not weeks",
                    "Jumpstart your journey with DataForSEO",
                    "Data industry leaders trust",
                    "Solutions developers praise",
                    "Embed DataForSeo widget on your website"
                  ],
                  "h3": [
                    "DataForSEO APIs",
                    "DataForSEO Databases",
                    "Total Backlinks collected",
                    "Save time and money with a convenient pay-per-use pricing model",
                    "Amplify your capabilities with our business solutions",
                    "DataForSEO Knowledge Base",
                    "DataForSEO API Documentation",
                    "DataForSEO White Papers",
                    "Amplify your business with new opportunities",
                    "Didn’t find the feature you were looking for?"
                  ],
                  "h5": [
                    "Well-rounded documentation",
                    "GUI for API usage\n\ncontrol",
                    "Ad hoc integration and deployment support"
                  ]
                },
                "description": "We provide comprehensive data solutions for SEO and SEM analytics via API. DataForSEO is a trusted partner for 750+ SEO software companies and agencies.",
                "favicon": "https://dataforseo.com/wp-content/uploads/2022/04/cropped-favicon_512-32x32.png",
                "meta_keywords": "eretur",
                "canonical": "https://dataforseo.com/",
                "internal_links_count": 115,
                "external_links_count": 27,
                "inbound_links_count": 11,
                "images_count": 2,
                "images_size": 0,
                "scripts_count": 48,
                "scripts_size": 0,
                "stylesheets_count": 0,
                "stylesheets_size": 0,
                "title_length": 57,
                "description_length": 152,
                "render_blocking_scripts_count": 17,
                "render_blocking_stylesheets_count": 0,
                "cumulative_layout_shift": 0,
                "meta_title": null,
                "content": {
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                  "h2": [
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                    "Thank you for being brave with us!",
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                },
                "description": "DataForSEO team regularly supplies protective equipment, drones, medical kits, and more for Ukrainian soldiers. Learn how to be brave like Ukraine",
                "favicon": "https://dataforseo.com/wp-content/uploads/2022/04/cropped-favicon_512-32x32.png",
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                "canonical": "https://dataforseo.com/bravery",
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                "meta_title": null,
                "content": {
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                  "plain_text_rate": 0.01660710843552142,
                  "plain_text_word_count": 694,
                  "automated_readability_index": 16.708127909554428,
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                  "description_to_content_consistency": 1,
                  "title_to_content_consistency": 0.6666666865348816,
                  "meta_keywords_to_content_consistency": 0
                },
                "deprecated_tags": null,
                "duplicate_meta_tags": [
                  "generator"
                ],
                "spell": null,
                "social_media_tags": {
                  "og:locale": "en_US",
                  "og:type": "article",
                  "og:title": "Ukrainian Bravery – DataForSEO",
                  "og:description": "DataForSEO team regularly supplies protective equipment, drones, medical kits, and more for Ukrainian soldiers. Learn how to be brave like Ukraine",
                  "og:url": "https://dataforseo.com/bravery",
                  "og:site_name": "DataForSEO",
                  "og:updated_time": "2024-04-03T15:54:06+03:00",
                  "article:published_time": "2022-08-15T14:30:36+03:00",
                  "article:modified_time": "2024-04-03T15:54:06+03:00",
                  "og:video": "https://dataforseo.com/wp-content/uploads/2022/08/Be-brave-like-Ukraine.mp4",
                  "ya:ovs:upload_date": "2022-08-15GMT+030014:30:36+03:00",
                  "ya:ovs:allow_embed": "false",
                  "twitter:card": "summary_large_image",
                  "twitter:title": "Ukrainian Bravery – DataForSEO",
                  "twitter:description": "DataForSEO team regularly supplies protective equipment, drones, medical kits, and more for Ukrainian soldiers. Learn how to be brave like Ukraine",
                  "twitter:label1": "Time to read",
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              },
              "page_timing": {
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                "largest_contentful_paint": 0,
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                "time_to_secure_connection": 14,
                "request_sent_time": 0,
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                "download_time": 20,
                "duration_time": 42,
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              },
              "onpage_score": 96.34,
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              "custom_js_response": null,
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              "resource_errors": {
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                  {
                    "line": 2478,
                    "column": 100,
                    "message": "The attribute has already been added.",
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                  }
                ],
                "warnings": [
                  {
                    "line": 4,
                    "column": 1,
                    "message": "Has node with more than 60 childs.",
                    "status_code": 1
                  },
                  {
                    "line": 0,
                    "column": 0,
                    "message": "Has more that 1500 nodes.",
                    "status_code": 2
                  }
                ]
              },
              "broken_resources": false,
              "broken_links": false,
              "duplicate_title": false,
              "duplicate_description": false,
              "duplicate_content": false,
              "click_depth": 1,
              "size": 269791,
              "encoded_size": 0,
              "total_transfer_size": 0,
              "fetch_time": "2025-01-21 13:23:31 +00:00",
              "cache_control": {
                "cachable": true,
                "ttl": 14400
              },
              "checks": {
                "no_content_encoding": false,
                "high_loading_time": false,
                "is_redirect": false,
                "is_4xx_code": false,
                "is_5xx_code": false,
                "is_broken": false,
                "is_www": false,
                "is_https": true,
                "is_http": false,
                "high_waiting_time": false,
                "has_micromarkup": false,
                "has_micromarkup_errors": false,
                "no_doctype": false,
                "has_html_doctype": true,
                "canonical": true,
                "no_encoding_meta_tag": false,
                "no_h1_tag": true,
                "https_to_http_links": false,
                "size_greater_than_3mb": false,
                "meta_charset_consistency": true,
                "has_meta_refresh_redirect": false,
                "has_render_blocking_resources": true,
                "low_content_rate": true,
                "high_content_rate": false,
                "low_character_count": false,
                "high_character_count": false,
                "small_page_size": false,
                "large_page_size": false,
                "low_readability_rate": false,
                "irrelevant_description": false,
                "irrelevant_title": false,
                "irrelevant_meta_keywords": true,
                "title_too_long": false,
                "has_meta_title": false,
                "title_too_short": false,
                "deprecated_html_tags": false,
                "duplicate_meta_tags": true,
                "duplicate_title_tag": false,
                "no_image_alt": false,
                "no_image_title": false,
                "no_description": false,
                "no_title": false,
                "no_favicon": false,
                "seo_friendly_url": true,
                "flash": false,
                "frame": false,
                "lorem_ipsum": false,
                "seo_friendly_url_characters_check": true,
                "seo_friendly_url_dynamic_check": true,
                "seo_friendly_url_keywords_check": true,
                "seo_friendly_url_relative_length_check": true,
                "recursive_canonical": false,
                "canonical_chain": false,
                "canonical_to_redirect": false,
                "canonical_to_broken": false,
                "has_links_to_redirects": false,
                "is_orphan_page": false,
                "is_link_relation_conflict": false,
                "redirect_chain": false
              },
              "content_encoding": "br",
              "media_type": "text/html",
              "server": "cloudflare",
              "is_resource": false,
              "url_length": 30,
              "relative_url_length": 8,
              "last_modified": {
                "header": "2025-01-20 15:07:16 +00:00",
                "sitemap": null,
                "meta_tag": "2024-04-03 12:54:06 +00:00"
              }
            }
          ]
        }
      ]
    }
  ]
}

In the response, you will also receive the sample data structured as the actual data you may get using this endpoint. You can follow the same principle with almost all other OnPage API endpoints in Sandbox, except the Summary endpoint, where you should also specify the task_id from the Task POST endpoint’s response.

Handling Live method in the Sandbox

The Sandbox feature is available for Live tasks in any API. As in the Standard method, you can send up to 2000 API calls per minute, but each POST call can contain only 1 task. To make a call using the Live method, you should just change the hostname to sandbox.dataforseo.com. You will instantly get the sample results without making a separate GET request.

Let’s see how it works using the DataForSEO Labs API Ranked Keywords endpoint example.

POST: https://sandbox.dataforseo.com/v3/dataforseo_labs/google/ranked_keywords/live

Request example:

[
  {
    "target": "dataforseo.com",
    "language_name": "English",
    "location_name": "United States",
    "include_serp_info": true,
    "load_rank_absolute": true,
    "limit": 3
  }
]

The response returns as follows:

{
  "version": "0.1.20241227",
  "status_code": 20000,
  "status_message": "Ok.",
  "time": "0 sec.",
  "cost": 0,
  "tasks_count": 1,
  "tasks_error": 0,
  "tasks": [
    {
      "id": "01211503-1535-0381-2000-e0fa8ba8530b",
      "status_code": 20000,
      "status_message": "Ok.",
      "time": "0 sec.",
      "cost": 0,
      "result_count": 1,
      "path": [
        "v3",
        "dataforseo_labs",
        "google",
        "ranked_keywords",
        "live"
      ],
      "data": {
        "api": "dataforseo_labs",
        "function": "ranked_keywords",
        "se_type": "google",
        "target": "dataforseo.com",
        "language_name": "English",
        "location_name": "United States",
        "include_serp_info": true,
        "load_rank_absolute": true,
        "limit": 3
      },
      "result": [
        {
          "se_type": "google",
          "target": "dataforseo.com",
          "location_code": 2840,
          "language_code": "en",
          "total_count": 4295,
          "items_count": 3,
          "metrics": {
            "organic": {
              "pos_1": 24,
              "pos_2_3": 36,
              "pos_4_10": 681,
              "pos_11_20": 635,
              "pos_21_30": 496,
              "pos_31_40": 413,
              "pos_41_50": 416,
              "pos_51_60": 355,
              "pos_61_70": 364,
              "pos_71_80": 321,
              "pos_81_90": 308,
              "pos_91_100": 243,
              "etv": 17893.764054669067,
              "impressions_etv": 446.95923911966383,
              "count": 4292,
              "estimated_paid_traffic_cost": 108928.57441182714,
              "is_new": 1496,
              "is_up": 1317,
              "is_down": 1224,
              "is_lost": 0,
              "clickstream_etv": null,
              "clickstream_gender_distribution": null,
              "clickstream_age_distribution": null
            },
            "paid": {
              "pos_1": 3,
              "pos_2_3": 0,
              "pos_4_10": 0,
              "pos_11_20": 0,
              "pos_21_30": 0,
              "pos_31_40": 0,
              "pos_41_50": 0,
              "pos_51_60": 0,
              "pos_61_70": 0,
              "pos_71_80": 0,
              "pos_81_90": 0,
              "pos_91_100": 0,
              "etv": 53.32500147819519,
              "impressions_etv": 9.08658042550087,
              "count": 3,
              "estimated_paid_traffic_cost": 837.0603084564209,
              "is_new": 2,
              "is_up": 0,
              "is_down": 1,
              "is_lost": 0,
              "clickstream_etv": null,
              "clickstream_gender_distribution": null,
              "clickstream_age_distribution": null
            },
            "featured_snippet": {
              "pos_1": 0,
              "pos_2_3": 0,
              "pos_4_10": 0,
              "pos_11_20": 0,
              "pos_21_30": 0,
              "pos_31_40": 0,
              "pos_41_50": 0,
              "pos_51_60": 0,
              "pos_61_70": 0,
              "pos_71_80": 0,
              "pos_81_90": 0,
              "pos_91_100": 0,
              "etv": 0,
              "impressions_etv": 0,
              "count": 0,
              "estimated_paid_traffic_cost": 0,
              "is_new": 0,
              "is_up": 0,
              "is_down": 0,
              "is_lost": 0,
              "clickstream_etv": null,
              "clickstream_gender_distribution": null,
              "clickstream_age_distribution": null
            },
            "local_pack": {
              "pos_1": 0,
              "pos_2_3": 0,
              "pos_4_10": 0,
              "pos_11_20": 0,
              "pos_21_30": 0,
              "pos_31_40": 0,
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              "pos_51_60": 0,
              "pos_61_70": 0,
              "pos_71_80": 0,
              "pos_81_90": 0,
              "pos_91_100": 0,
              "etv": 0,
              "impressions_etv": 0,
              "count": 0,
              "estimated_paid_traffic_cost": 0,
              "is_new": 0,
              "is_up": 0,
              "is_down": 0,
              "is_lost": 0,
              "clickstream_etv": null,
              "clickstream_gender_distribution": null,
              "clickstream_age_distribution": null
            }
          },
          "metrics_absolute": {
            "organic": {
              "pos_1": 22,
              "pos_2_3": 23,
              "pos_4_10": 548,
              "pos_11_20": 677,
              "pos_21_30": 539,
              "pos_31_40": 412,
              "pos_41_50": 414,
              "pos_51_60": 374,
              "pos_61_70": 347,
              "pos_71_80": 334,
              "pos_81_90": 306,
              "pos_91_100": 278,
              "is_new": 1496,
              "is_up": 1317,
              "is_down": 1224,
              "is_lost": 0,
              "clickstream_etv": null,
              "clickstream_gender_distribution": null,
              "clickstream_age_distribution": null
            },
            "paid": {
              "pos_1": 1,
              "pos_2_3": 0,
              "pos_4_10": 0,
              "pos_11_20": 0,
              "pos_21_30": 0,
              "pos_31_40": 0,
              "pos_41_50": 0,
              "pos_51_60": 0,
              "pos_61_70": 0,
              "pos_71_80": 0,
              "pos_81_90": 0,
              "pos_91_100": 0,
              "is_new": 2,
              "is_up": 0,
              "is_down": 1,
              "is_lost": 0,
              "clickstream_etv": null,
              "clickstream_gender_distribution": null,
              "clickstream_age_distribution": null
            },
            "featured_snippet": {
              "pos_1": 0,
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              "clickstream_etv": null,
              "clickstream_gender_distribution": null,
              "clickstream_age_distribution": null
            },
            "local_pack": {
              "pos_1": 0,
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              "is_lost": 0,
              "clickstream_etv": null,
              "clickstream_gender_distribution": null,
              "clickstream_age_distribution": null
            }
          },
          "items": [
            {
              "se_type": "google",
              "keyword_data": {
                "se_type": "google",
                "keyword": "1000 keywords",
                "location_code": 2840,
                "language_code": "en",
                "keyword_info": {
                  "se_type": "google",
                  "last_updated_time": "2024-12-14 09:45:58 +00:00",
                  "competition": null,
                  "competition_level": "LOW",
                  "cpc": null,
                  "search_volume": 50,
                  "low_top_of_page_bid": null,
                  "high_top_of_page_bid": null,
                  "categories": [
                    10004,
                    10276,
                    11088,
                    12376,
                    13152,
                    13316
                  ],
                  "monthly_searches": [
                    {
                      "year": 2024,
                      "month": 11,
                      "search_volume": 70
                    },
                    {
                      "year": 2024,
                      "month": 10,
                      "search_volume": 70
                    },
                    {
                      "year": 2024,
                      "month": 9,
                      "search_volume": 70
                    },
                    {
                      "year": 2024,
                      "month": 8,
                      "search_volume": 90
                    },
                    {
                      "year": 2024,
                      "month": 7,
                      "search_volume": 50
                    },
                    {
                      "year": 2024,
                      "month": 6,
                      "search_volume": 50
                    },
                    {
                      "year": 2024,
                      "month": 5,
                      "search_volume": 70
                    },
                    {
                      "year": 2024,
                      "month": 4,
                      "search_volume": 50
                    },
                    {
                      "year": 2024,
                      "month": 3,
                      "search_volume": 30
                    },
                    {
                      "year": 2024,
                      "month": 2,
                      "search_volume": 30
                    },
                    {
                      "year": 2024,
                      "month": 1,
                      "search_volume": 20
                    },
                    {
                      "year": 2023,
                      "month": 12,
                      "search_volume": 10
                    }
                  ],
                  "search_volume_trend": {
                    "monthly": 0,
                    "quarterly": 0,
                    "yearly": -50
                  }
                },
                "keyword_info_normalized_with_bing": null,
                "keyword_info_normalized_with_clickstream": null,
                "clickstream_keyword_info": null,
                "keyword_properties": {
                  "se_type": "google",
                  "core_keyword": null,
                  "synonym_clustering_algorithm": null,
                  "keyword_difficulty": 4,
                  "detected_language": "en",
                  "is_another_language": false
                },
                "impressions_info": {
                  "se_type": "google",
                  "last_updated_time": "2022-04-21 06:38:07 +00:00",
                  "bid": 999,
                  "match_type": "exact",
                  "ad_position_min": null,
                  "ad_position_max": null,
                  "ad_position_average": null,
                  "cpc_min": null,
                  "cpc_max": null,
                  "cpc_average": null,
                  "daily_impressions_min": null,
                  "daily_impressions_max": null,
                  "daily_impressions_average": null,
                  "daily_clicks_min": null,
                  "daily_clicks_max": null,
                  "daily_clicks_average": null,
                  "daily_cost_min": null,
                  "daily_cost_max": null,
                  "daily_cost_average": null
                },
                "serp_info": {
                  "se_type": "google",
                  "check_url": "https://www.google.com/search?q=1000%20keywords&num=100&hl=en&gl=US&gws_rd=cr&ie=UTF-8&oe=UTF-8&glp=1&uule=w+CAIQIFISCQs2MuSEtepUEUK33kOSuTsc",
                  "serp_item_types": [
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                    "people_also_ask",
                    "images",
                    "people_also_search",
                    "related_searches"
                  ],
                  "se_results_count": 307000000,
                  "last_updated_time": "2024-11-26 08:57:18 +00:00",
                  "previous_updated_time": "2024-10-10 15:54:37 +00:00"
                },
                "avg_backlinks_info": {
                  "se_type": "google",
                  "backlinks": 199.39999389648438,
                  "dofollow": 98.0999984741211,
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                  "rank": 76.0999984741211,
                  "main_domain_rank": 495.20001220703125,
                  "last_updated_time": "2024-11-26 08:57:19 +00:00"
                },
                "search_intent_info": {
                  "se_type": "google",
                  "main_intent": "commercial",
                  "foreign_intent": [
                    "navigational",
                    "informational"
                  ],
                  "last_updated_time": "2023-03-03 20:51:09 +00:00"
                }
              },
              "ranked_serp_element": {
                "se_type": "google",
                "serp_item": {
                  "se_type": "google",
                  "type": "organic",
                  "rank_group": 1,
                  "rank_absolute": 1,
                  "position": "left",
                  "xpath": "/html[1]/body[1]/div[3]/div[1]/div[13]/div[1]/div[2]/div[2]/div[1]/div[1]/div[1]/div[1]/div[1]",
                  "domain": "dataforseo.com",
                  "title": "Top 1000 Keywords Searched on Google",
                  "url": "https://dataforseo.com/free-seo-stats/top-1000-keywords",
                  "breadcrumb": "https://dataforseo.com › Free SEO Stats",
                  "website_name": "DataForSEO",
                  "is_image": false,
                  "is_video": false,
                  "is_featured_snippet": false,
                  "is_malicious": false,
                  "description": "Find out what keywords get the highest number of monthly searches on Google and inspect how their search popularity has changed over time.",
                  "pre_snippet": null,
                  "extended_snippet": null,
                  "amp_version": false,
                  "rating": null,
                  "highlighted": [
                    "keywords"
                  ],
                  "links": null,
                  "about_this_result": null,
                  "main_domain": "dataforseo.com",
                  "relative_url": "/free-seo-stats/top-1000-keywords",
                  "etv": 15.199999809265137,
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                    "is_up": false,
                    "is_down": false
                  },
                  "backlinks_info": null,
                  "rank_info": {
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                    "main_domain_rank": 396
                  }
                },
                "check_url": "https://www.google.com/search?q=1000%20keywords&num=100&hl=en&gl=US&gws_rd=cr&ie=UTF-8&oe=UTF-8&glp=1&uule=w+CAIQIFISCQs2MuSEtepUEUK33kOSuTsc",
                "serp_item_types": [
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                  "people_also_ask",
                  "images",
                  "people_also_search",
                  "related_searches"
                ],
                "se_results_count": 307000000,
                "keyword_difficulty": 4,
                "is_lost": false,
                "last_updated_time": "2024-11-26 08:57:18 +00:00",
                "previous_updated_time": "2024-10-10 15:54:37 +00:00"
              }
            },
            {
              "se_type": "google",
              "keyword_data": {
                "se_type": "google",
                "keyword": "1000 useful websites",
                "location_code": 2840,
                "language_code": "en",
                "keyword_info": {
                  "se_type": "google",
                  "last_updated_time": "2024-12-16 05:56:30 +00:00",
                  "competition": null,
                  "competition_level": "LOW",
                  "cpc": null,
                  "search_volume": 70,
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                  },
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                },
                "check_url": "https://www.google.com/search?q=ahrefs%20api&num=100&hl=en&gl=US&gws_rd=cr&ie=UTF-8&oe=UTF-8&glp=1&uule=w+CAIQIFISCQs2MuSEtepUEUK33kOSuTsc",
                "serp_item_types": [
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                ],
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                "keyword_difficulty": 7,
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                "last_updated_time": "2024-12-16 12:26:08 +00:00",
                "previous_updated_time": "2024-11-05 18:16:59 +00:00"
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          ]
        }
      ]
    }
  ]
}

Using the above method, you can test any of the DataForSEO API Live endpoints and get samples of the results.

Check out the Sandbox documentation to learn how to use other DataForSEO APIs in Sandbox.

Data validation

The data validation process in the Sandbox is no different from that of the regular one. All the errors are stored in the database and displayed on your DataForSEO dashboard. However, note that this applies to erroneous requests and responses only; successful ones won’t be shown.

Wrap-up

DataForSEO is committed to delivering best-in-class services to facilitate the developer experience. We have designed the Sandbox feature to allow you to test our APIs for free. Using Sandbox makes the process of API integration as seamless as possible. You can fine-tune your system for free and switch smoothly to the regular API once you deploy it to production.

Try Sandbox for free and experience the full potential of DataForSEO APIs!

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