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What sorting rules can I apply to the results?

With DataForSEO Labs API endpoints, you can sort your results by virtually any metric from the returned dataset. You can sort the results either in ascending or descending order (asc and desc respectively).

Let’s take the Keyword Suggestions endpoint, for example. This endpoint provides keyword suggestions for seed keywords specified in the keyword field of the Task POST array. Along with keyword ideas, it offers valuable keyword metrics, such as search volume, cpc, competition, and others.

Suppose you want to get keywords with high search volumes first. To receive them, all you have to do is add the order_by array to the Task POST body and apply the right sorting rule in it — in our case ["keyword_info.search_volume,desc"].

Your POST request should be structured as in the example below:

[
    {
        "keyword": "purchase laptop",
        "language_name": "English",
        "location_code": 2840,
        "order_by": ["keyword_info.search_volume,desc"],
        "limit": 10
    }
]

In the API response, you will find suggested keywords sorted by search volume in descending order.

{
    "version": "0.1.20220216",
    "status_code": 20000,
    "status_message": "Ok.",
    "time": "1.7989 sec.",
    "cost": 0.011,
    "tasks_count": 1,
    "tasks_error": 0,
    "tasks": [
        {
            "id": "03211229-2806-0399-0000-3da22295c270",
            "status_code": 20000,
            "status_message": "Ok.",
            "time": "1.7479 sec.",
            "cost": 0.011,
            "result_count": 1,
            "path": [
                "v3",
                "dataforseo_labs",
                "google",
                "keyword_suggestions",
                "live"
            ],
            "data": {
                "api": "dataforseo_labs",
                "function": "keyword_suggestions",
                "se_type": "google",
                "keyword": "purchase laptop",
                "language_name": "English",
                "location_code": 2840,
                "order_by": [
                    "keyword_info.search_volume,desc"
                ],
                "limit": 10
            },
            "result": [
                {
                    "se_type": "google",
                    "seed_keyword": "purchase laptop",
                    "seed_keyword_data": null,
                    "location_code": 2840,
                    "language_code": "en",
                    "total_count": 276,
                    "items_count": 10,
                    "offset": 0,
                    "offset_token": "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",
                    "items": [
                        {
                            "se_type": "google",
                            "keyword": "purchase a laptop",
                            "location_code": 2840,
                            "language_code": "en",
                            "keyword_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-03-18 08:04:37 +00:00",
                                "competition": 0.9947686116700201,
                                "cpc": 8.47968,
                                "search_volume": 390,
                                "categories": [
                                    10019,
                                    10168,
                                    10883,
                                    12187,
                                    13069,
                                    13070
                                ],
                                "monthly_searches": [
                                    {
                                        "year": 2022,
                                        "month": 2,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2022,
                                        "month": 1,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 12,
                                        "search_volume": 260
                                    },
                                    {
                                        "year": 2021,
                                        "month": 11,
                                        "search_volume": 320
                                    },
                                    {
                                        "year": 2021,
                                        "month": 10,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 9,
                                        "search_volume": 320
                                    },
                                    {
                                        "year": 2021,
                                        "month": 8,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 7,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 6,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 5,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 4,
                                        "search_volume": 480
                                    },
                                    {
                                        "year": 2021,
                                        "month": 3,
                                        "search_volume": 480
                                    }
                                ]
                            },
                            "keyword_properties": {
                                "se_type": "google",
                                "core_keyword": "purchase laptop",
                                "keyword_difficulty": 100
                            },
                            "impressions_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-03-20 23:34:17 +00:00",
                                "bid": 999,
                                "match_type": "exact",
                                "ad_position_min": 1.74,
                                "ad_position_max": 1,
                                "ad_position_average": 1.59,
                                "cpc_min": 359.48,
                                "cpc_max": 439.37,
                                "cpc_average": 399.42,
                                "daily_impressions_min": 15.9,
                                "daily_impressions_max": 19.43,
                                "daily_impressions_average": 17.66,
                                "daily_clicks_min": 0.78,
                                "daily_clicks_max": 0.95,
                                "daily_clicks_average": 0.86,
                                "daily_cost_min": 310.77,
                                "daily_cost_max": 379.83,
                                "daily_cost_average": 345.3
                            },
                            "serp_info": null
                        },
                        {
                            "se_type": "google",
                            "keyword": "laptop to purchase",
                            "location_code": 2840,
                            "language_code": "en",
                            "keyword_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-03-19 05:37:29 +00:00",
                                "competition": 0.9947686116700201,
                                "cpc": 8.47968,
                                "search_volume": 390,
                                "categories": [
                                    10003,
                                    10019,
                                    10040,
                                    10042,
                                    10168,
                                    10883,
                                    12187
                                ],
                                "monthly_searches": [
                                    {
                                        "year": 2022,
                                        "month": 2,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2022,
                                        "month": 1,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 12,
                                        "search_volume": 260
                                    },
                                    {
                                        "year": 2021,
                                        "month": 11,
                                        "search_volume": 320
                                    },
                                    {
                                        "year": 2021,
                                        "month": 10,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 9,
                                        "search_volume": 320
                                    },
                                    {
                                        "year": 2021,
                                        "month": 8,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 7,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 6,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 5,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 4,
                                        "search_volume": 480
                                    },
                                    {
                                        "year": 2021,
                                        "month": 3,
                                        "search_volume": 480
                                    }
                                ]
                            },
                            "keyword_properties": {
                                "se_type": "google",
                                "core_keyword": null,
                                "keyword_difficulty": 98
                            },
                            "impressions_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-03-09 02:54:10 +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": null
                        },
                        {
                            "se_type": "google",
                            "keyword": "laptop purchase",
                            "location_code": 2840,
                            "language_code": "en",
                            "keyword_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-02-11 22:37:06 +00:00",
                                "competition": 1,
                                "cpc": 7.599445,
                                "search_volume": 390,
                                "categories": [
                                    10019,
                                    10168,
                                    10883,
                                    12187,
                                    13069,
                                    13070
                                ],
                                "monthly_searches": [
                                    {
                                        "year": 2022,
                                        "month": 1,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 12,
                                        "search_volume": 260
                                    },
                                    {
                                        "year": 2021,
                                        "month": 11,
                                        "search_volume": 320
                                    },
                                    {
                                        "year": 2021,
                                        "month": 10,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 9,
                                        "search_volume": 320
                                    },
                                    {
                                        "year": 2021,
                                        "month": 8,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 7,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 6,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 5,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 4,
                                        "search_volume": 480
                                    },
                                    {
                                        "year": 2021,
                                        "month": 3,
                                        "search_volume": 480
                                    },
                                    {
                                        "year": 2021,
                                        "month": 2,
                                        "search_volume": 390
                                    }
                                ]
                            },
                            "keyword_properties": {
                                "se_type": "google",
                                "core_keyword": "purchase laptop",
                                "keyword_difficulty": 80
                            },
                            "impressions_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-03-16 15:18:04 +00:00",
                                "bid": 999,
                                "match_type": "exact",
                                "ad_position_min": 1.46,
                                "ad_position_max": 1,
                                "ad_position_average": 1.33,
                                "cpc_min": 176.26,
                                "cpc_max": 215.43,
                                "cpc_average": 195.84,
                                "daily_impressions_min": 2.57,
                                "daily_impressions_max": 3.14,
                                "daily_impressions_average": 2.85,
                                "daily_clicks_min": 0.23,
                                "daily_clicks_max": 0.28,
                                "daily_clicks_average": 0.25,
                                "daily_cost_min": 44.9,
                                "daily_cost_max": 54.88,
                                "daily_cost_average": 49.89
                            },
                            "serp_info": null
                        },
                        {
                            "se_type": "google",
                            "keyword": "purchase laptop",
                            "location_code": 2840,
                            "language_code": "en",
                            "keyword_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-02-13 03:12:22 +00:00",
                                "competition": 1,
                                "cpc": 7.599445,
                                "search_volume": 390,
                                "categories": [
                                    10019,
                                    10168,
                                    10883,
                                    12187,
                                    13069,
                                    13070
                                ],
                                "monthly_searches": [
                                    {
                                        "year": 2022,
                                        "month": 1,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 12,
                                        "search_volume": 260
                                    },
                                    {
                                        "year": 2021,
                                        "month": 11,
                                        "search_volume": 320
                                    },
                                    {
                                        "year": 2021,
                                        "month": 10,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 9,
                                        "search_volume": 320
                                    },
                                    {
                                        "year": 2021,
                                        "month": 8,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 7,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 6,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 5,
                                        "search_volume": 390
                                    },
                                    {
                                        "year": 2021,
                                        "month": 4,
                                        "search_volume": 480
                                    },
                                    {
                                        "year": 2021,
                                        "month": 3,
                                        "search_volume": 480
                                    },
                                    {
                                        "year": 2021,
                                        "month": 2,
                                        "search_volume": 390
                                    }
                                ]
                            },
                            "keyword_properties": {
                                "se_type": "google",
                                "core_keyword": null,
                                "keyword_difficulty": 100
                            },
                            "impressions_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-03-17 05:37:54 +00:00",
                                "bid": 999,
                                "match_type": "exact",
                                "ad_position_min": 1.6,
                                "ad_position_max": 1,
                                "ad_position_average": 1.45,
                                "cpc_min": 367.13,
                                "cpc_max": 448.71,
                                "cpc_average": 407.92,
                                "daily_impressions_min": 128.15,
                                "daily_impressions_max": 156.63,
                                "daily_impressions_average": 142.39,
                                "daily_clicks_min": 6.98,
                                "daily_clicks_max": 8.53,
                                "daily_clicks_average": 7.75,
                                "daily_cost_min": 2845.89,
                                "daily_cost_max": 3478.31,
                                "daily_cost_average": 3162.1
                            },
                            "serp_info": null
                        },
                        {
                            "se_type": "google",
                            "keyword": "best laptop purchase",
                            "location_code": 2840,
                            "language_code": "en",
                            "keyword_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-02-13 21:21:08 +00:00",
                                "competition": 1,
                                "cpc": 2.077209,
                                "search_volume": 110,
                                "categories": [
                                    10002,
                                    10019,
                                    10028,
                                    10168,
                                    10222,
                                    10883,
                                    12187,
                                    12199,
                                    13813
                                ],
                                "monthly_searches": [
                                    {
                                        "year": 2022,
                                        "month": 1,
                                        "search_volume": 110
                                    },
                                    {
                                        "year": 2021,
                                        "month": 12,
                                        "search_volume": 70
                                    },
                                    {
                                        "year": 2021,
                                        "month": 11,
                                        "search_volume": 140
                                    },
                                    {
                                        "year": 2021,
                                        "month": 10,
                                        "search_volume": 110
                                    },
                                    {
                                        "year": 2021,
                                        "month": 9,
                                        "search_volume": 110
                                    },
                                    {
                                        "year": 2021,
                                        "month": 8,
                                        "search_volume": 110
                                    },
                                    {
                                        "year": 2021,
                                        "month": 7,
                                        "search_volume": 90
                                    },
                                    {
                                        "year": 2021,
                                        "month": 6,
                                        "search_volume": 90
                                    },
                                    {
                                        "year": 2021,
                                        "month": 5,
                                        "search_volume": 140
                                    },
                                    {
                                        "year": 2021,
                                        "month": 4,
                                        "search_volume": 90
                                    },
                                    {
                                        "year": 2021,
                                        "month": 3,
                                        "search_volume": 140
                                    },
                                    {
                                        "year": 2021,
                                        "month": 2,
                                        "search_volume": 140
                                    }
                                ]
                            },
                            "keyword_properties": {
                                "se_type": "google",
                                "core_keyword": "best laptop to purchase",
                                "keyword_difficulty": 94
                            },
                            "impressions_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-03-17 15:28:56 +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": null
                        },
                        {
                            "se_type": "google",
                            "keyword": "best laptop to purchase",
                            "location_code": 2840,
                            "language_code": "en",
                            "keyword_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-03-15 12:27:54 +00:00",
                                "competition": 1,
                                "cpc": 4.731863,
                                "search_volume": 110,
                                "categories": [
                                    10002,
                                    10019,
                                    10028,
                                    10168,
                                    10222,
                                    10883,
                                    12187,
                                    12199,
                                    13813
                                ],
                                "monthly_searches": [
                                    {
                                        "year": 2022,
                                        "month": 2,
                                        "search_volume": 90
                                    },
                                    {
                                        "year": 2022,
                                        "month": 1,
                                        "search_volume": 110
                                    },
                                    {
                                        "year": 2021,
                                        "month": 12,
                                        "search_volume": 70
                                    },
                                    {
                                        "year": 2021,
                                        "month": 11,
                                        "search_volume": 140
                                    },
                                    {
                                        "year": 2021,
                                        "month": 10,
                                        "search_volume": 110
                                    },
                                    {
                                        "year": 2021,
                                        "month": 9,
                                        "search_volume": 110
                                    },
                                    {
                                        "year": 2021,
                                        "month": 8,
                                        "search_volume": 110
                                    },
                                    {
                                        "year": 2021,
                                        "month": 7,
                                        "search_volume": 90
                                    },
                                    {
                                        "year": 2021,
                                        "month": 6,
                                        "search_volume": 90
                                    },
                                    {
                                        "year": 2021,
                                        "month": 5,
                                        "search_volume": 140
                                    },
                                    {
                                        "year": 2021,
                                        "month": 4,
                                        "search_volume": 90
                                    },
                                    {
                                        "year": 2021,
                                        "month": 3,
                                        "search_volume": 140
                                    }
                                ]
                            },
                            "keyword_properties": {
                                "se_type": "google",
                                "core_keyword": null,
                                "keyword_difficulty": 99
                            },
                            "impressions_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-03-19 01:35:00 +00:00",
                                "bid": 999,
                                "match_type": "exact",
                                "ad_position_min": 1.11,
                                "ad_position_max": 1,
                                "ad_position_average": 1.06,
                                "cpc_min": 238.86,
                                "cpc_max": 291.93,
                                "cpc_average": 265.4,
                                "daily_impressions_min": 1.15,
                                "daily_impressions_max": 1.4,
                                "daily_impressions_average": 1.27,
                                "daily_clicks_min": 0.21,
                                "daily_clicks_max": 0.26,
                                "daily_clicks_average": 0.24,
                                "daily_cost_min": 56.91,
                                "daily_cost_max": 69.55,
                                "daily_cost_average": 63.23
                            },
                            "serp_info": null
                        },
                        {
                            "se_type": "google",
                            "keyword": "where to purchase laptop",
                            "location_code": 2840,
                            "language_code": "en",
                            "keyword_info": {
                                "se_type": "google",
                                "last_updated_time": "2022-02-15 04:44:38 +00:00",
                                "competition": 1,
                                "cpc": 7.911521,
                                "search_volume": 50,
                                "categories": [
                                    10019,
                                    10168,
                                    10883,
                                    12187,
                                    13069,
                                    13070
                                ],
                                "monthly_searches": [
                                    {
                                        "year": 2022,
                                        "month": 1,
                                        "search_volume": 50
                                    },
                                    {
                                        "year": 2021,
                                        "month": 12,
                                        "search_volume": 50
                                    },
                                    {
                                        "year": 2021,
                                        "month": 11,
                                        "search_volume": 70
                                    },
                                    {
                                        "year": 2021,
                                        "month": 10,
                                        "search_volume": 30
                                    },
                                    {
                                        "year": 2021,
                                        "month": 9,
                                        "search_volume": 40
                                    },
                                    {
                                        "year": 2021,
                                        "month": 8,
                                        "search_volume": 110
                                    },
                                    {
                                        "year": 2021,
                                        "month": 7,
                                        "search_volume": 40
                                    },
                                    {
                                        "year": 2021,
                                        "month": 6,
                                        "search_volume": 40
                                    },
                                    {
                                        "year": 2021,
                                        "month": 5,
                                        "search_volume": 50
                                    },
                                    {
                                        "year": 2021,
                                        "month": 4,
                                        "search_volume": 90
                                    },
                                    {
                                        "year": 2021,
                                        "month": 3,
                                        "search_volume": 90
                                    },
                                    {
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}

Using the same principle, you can sort the results by any parameter. Moreover, you can apply up to 3 sorting rules in a single request.

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