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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": "0.1.20210917",
        "status_code": 20000,
        "status_message": "Ok.",
        "time": "3.6506 sec.",
        "cost": 0.011,
        "tasks_count": 1,
        "tasks_error": 0,
        "tasks": [
            {
                "id": "10271436-2806-0125-0000-b7041be4cfdc",
                "status_code": 20000,
                "status_message": "Ok.",
                "time": "3.5951 sec.",
                "cost": 0.011,
                "result_count": 1,
                "path": [
                    "v3",
                    "dataforseo_labs",
                    "keyword_suggestions",
                    "live"
                ],
                "data": {
                    "api": "dataforseo_labs",
                    "function": "keyword_suggestions",
                    "keyword": "purchase laptop",
                    "language_name": "English",
                    "location_code": 2840,
                    "order_by": [
                        "keyword_info.search_volume,desc"
                    ],
                    "limit": 10
                },
                "result": [
                    {
                        "seed_keyword": "purchase laptop",
                        "seed_keyword_data": null,
                        "location_code": 2840,
                        "language_code": "en",
                        "total_count": 155,
                        "items_count": 10,
                        "offset": 0,
                        "offset_token": "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",
                        "items": [
                            {
                                "keyword": "purchase a laptop",
                                "location_code": 2840,
                                "language_code": "en",
                                "keyword_info": {
                                    "last_updated_time": "2021-10-23 13:40:56 +00:00",
                                    "competition": 1,
                                    "cpc": 5.746671,
                                    "search_volume": 390,
                                    "categories": [
                                        10019,
                                        10168,
                                        10883,
                                        12187,
                                        13069,
                                        13070
                                    ],
                                    "monthly_searches": [
                                        {
                                            "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
                                        },
                                        {
                                            "year": 2021,
                                            "month": 1,
                                            "search_volume": 480
                                        },
                                        {
                                            "year": 2020,
                                            "month": 12,
                                            "search_volume": 320
                                        },
                                        {
                                            "year": 2020,
                                            "month": 11,
                                            "search_volume": 480
                                        },
                                        {
                                            "year": 2020,
                                            "month": 10,
                                            "search_volume": 320
                                        }
                                    ]
                                },
                                "keyword_properties": {
                                    "core_keyword": "purchase laptop"
                                },
                                "impressions_info": {
                                    "last_updated_time": "2021-09-15 18:30:52 +00:00",
                                    "bid": 999,
                                    "match_type": "exact",
                                    "ad_position_min": 1.11,
                                    "ad_position_max": 1,
                                    "ad_position_average": 1.06,
                                    "cpc_min": 101.96,
                                    "cpc_max": 124.62,
                                    "cpc_average": 113.29,
                                    "daily_impressions_min": 0.17,
                                    "daily_impressions_max": 0.21,
                                    "daily_impressions_average": 0.19,
                                    "daily_clicks_min": 0.01,
                                    "daily_clicks_max": 0.01,
                                    "daily_clicks_average": 0.01,
                                    "daily_cost_min": 1.04,
                                    "daily_cost_max": 1.27,
                                    "daily_cost_average": 1.16
                                },
                                "bing_keyword_info": {
                                    "last_updated_time": "2021-10-22 15:00:38 +00:00",
                                    "search_volume": 90,
                                    "monthly_searches": [
                                        {
                                            "year": 2021,
                                            "month": 8,
                                            "search_volume": 70
                                        },
                                        {
                                            "year": 2021,
                                            "month": 7,
                                            "search_volume": 60
                                        },
                                        {
                                            "year": 2021,
                                            "month": 6,
                                            "search_volume": 70
                                        },
                                        {
                                            "year": 2021,
                                            "month": 5,
                                            "search_volume": 80
                                        },
                                        {
                                            "year": 2021,
                                            "month": 4,
                                            "search_volume": 80
                                        },
                                        {
                                            "year": 2021,
                                            "month": 3,
                                            "search_volume": 120
                                        },
                                        {
                                            "year": 2021,
                                            "month": 2,
                                            "search_volume": 80
                                        },
                                        {
                                            "year": 2021,
                                            "month": 1,
                                            "search_volume": 100
                                        },
                                        {
                                            "year": 2020,
                                            "month": 12,
                                            "search_volume": 50
                                        },
                                        {
                                            "year": 2020,
                                            "month": 11,
                                            "search_volume": 140
                                        },
                                        {
                                            "year": 2020,
                                            "month": 10,
                                            "search_volume": 140
                                        },
                                        {
                                            "year": 2020,
                                            "month": 9,
                                            "search_volume": 90
                                        }
                                    ]
                                },
                                "serp_info": null
                            },
                            {
                                "keyword": "laptop purchase",
                                "location_code": 2840,
                                "language_code": "en",
                                "keyword_info": {
                                    "last_updated_time": "2021-10-20 19:49:37 +00:00",
                                    "competition": 1,
                                    "cpc": 5.746671,
                                    "search_volume": 390,
                                    "categories": [
                                        10019,
                                        10168,
                                        10883,
                                        12187,
                                        13069,
                                        13070
                                    ],
                                    "monthly_searches": [
                                        {
                                            "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
                                        },
                                        {
                                            "year": 2021,
                                            "month": 1,
                                            "search_volume": 480
                                        },
                                        {
                                            "year": 2020,
                                            "month": 12,
                                            "search_volume": 320
                                        },
                                        {
                                            "year": 2020,
                                            "month": 11,
                                            "search_volume": 480
                                        },
                                        {
                                            "year": 2020,
                                            "month": 10,
                                            "search_volume": 320
                                        }
                                    ]
                                },
                                "keyword_properties": null,
                                "impressions_info": {
                                    "last_updated_time": "2021-10-01 11:53:43 +00:00",
                                    "bid": 999,
                                    "match_type": "exact",
                                    "ad_position_min": 1.15,
                                    "ad_position_max": 1,
                                    "ad_position_average": 1.07,
                                    "cpc_min": 172.82,
                                    "cpc_max": 211.22,
                                    "cpc_average": 192.02,
                                    "daily_impressions_min": 8.27,
                                    "daily_impressions_max": 10.11,
                                    "daily_impressions_average": 9.19,
                                    "daily_clicks_min": 0.89,
                                    "daily_clicks_max": 1.08,
                                    "daily_clicks_average": 0.98,
                                    "daily_cost_min": 170.22,
                                    "daily_cost_max": 208.05,
                                    "daily_cost_average": 189.14
                                },
                                "bing_keyword_info": {
                                    "last_updated_time": "2021-09-21 07:47:33 +00:00",
                                    "search_volume": 180,
                                    "monthly_searches": [
                                        {
                                            "year": 2021,
                                            "month": 7,
                                            "search_volume": 120
                                        },
                                        {
                                            "year": 2021,
                                            "month": 6,
                                            "search_volume": 130
                                        },
                                        {
                                            "year": 2021,
                                            "month": 5,
                                            "search_volume": 220
                                        },
                                        {
                                            "year": 2021,
                                            "month": 4,
                                            "search_volume": 170
                                        },
                                        {
                                            "year": 2021,
                                            "month": 3,
                                            "search_volume": 560
                                        },
                                        {
                                            "year": 2021,
                                            "month": 2,
                                            "search_volume": 370
                                        },
                                        {
                                            "year": 2021,
                                            "month": 1,
                                            "search_volume": 140
                                        },
                                        {
                                            "year": 2020,
                                            "month": 12,
                                            "search_volume": 110
                                        },
                                        {
                                            "year": 2020,
                                            "month": 11,
                                            "search_volume": 140
                                        },
                                        {
                                            "year": 2020,
                                            "month": 10,
                                            "search_volume": 170
                                        },
                                        {
                                            "year": 2020,
                                            "month": 9,
                                            "search_volume": 90
                                        },
                                        {
                                            "year": 2020,
                                            "month": 8,
                                            "search_volume": 100
                                        }
                                    ]
                                },
                                "serp_info": null
                            },
                            {
                                "keyword": "purchase laptop",
                                "location_code": 2840,
                                "language_code": "en",
                                "keyword_info": {
                                    "last_updated_time": "2021-10-21 14:19:08 +00:00",
                                    "competition": 1,
                                    "cpc": 5.746671,
                                    "search_volume": 390,
                                    "categories": [
                                        10019,
                                        10168,
                                        10883,
                                        12187,
                                        13069,
                                        13070
                                    ],
                                    "monthly_searches": [
                                        {
                                            "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
                                        },
                                        {
                                            "year": 2021,
                                            "month": 1,
                                            "search_volume": 480
                                        },
                                        {
                                            "year": 2020,
                                            "month": 12,
                                            "search_volume": 320
                                        },
                                        {
                                            "year": 2020,
                                            "month": 11,
                                            "search_volume": 480
                                        },
                                        {
                                            "year": 2020,
                                            "month": 10,
                                            "search_volume": 320
                                        }
                                    ]
                                },
                                "keyword_properties": null,
                                "impressions_info": {
                                    "last_updated_time": "2021-10-03 05:59:33 +00:00",
                                    "bid": 999,
                                    "match_type": "exact",
                                    "ad_position_min": 1.51,
                                    "ad_position_max": 1,
                                    "ad_position_average": 1.37,
                                    "cpc_min": 350.94,
                                    "cpc_max": 428.92,
                                    "cpc_average": 389.93,
                                    "daily_impressions_min": 1442.57,
                                    "daily_impressions_max": 1763.14,
                                    "daily_impressions_average": 1602.86,
                                    "daily_clicks_min": 94.13,
                                    "daily_clicks_max": 115.05,
                                    "daily_clicks_average": 104.59,
                                    "daily_cost_min": 36704.12,
                                    "daily_cost_max": 44860.59,
                                    "daily_cost_average": 40782.36
                                },
                                "bing_keyword_info": {
                                    "last_updated_time": "2021-09-28 05:18:40 +00:00",
                                    "search_volume": 110,
                                    "monthly_searches": [
                                        {
                                            "year": 2021,
                                            "month": 7,
                                            "search_volume": 60
                                        },
                                        {
                                            "year": 2021,
                                            "month": 6,
                                            "search_volume": 70
                                        },
                                        {
                                            "year": 2021,
                                            "month": 5,
                                            "search_volume": 80
                                        },
                                        {
                                            "year": 2021,
                                            "month": 4,
                                            "search_volume": 80
                                        },
                                        {
                                            "year": 2021,
                                            "month": 3,
                                            "search_volume": 120
                                        },
                                        {
                                            "year": 2021,
                                            "month": 2,
                                            "search_volume": 80
                                        },
                                        {
                                            "year": 2021,
                                            "month": 1,
                                            "search_volume": 100
                                        },
                                        {
                                            "year": 2020,
                                            "month": 12,
                                            "search_volume": 50
                                        },
                                        {
                                            "year": 2020,
                                            "month": 11,
                                            "search_volume": 140
                                        },
                                        {
                                            "year": 2020,
                                            "month": 10,
                                            "search_volume": 140
                                        },
                                        {
                                            "year": 2020,
                                            "month": 9,
                                            "search_volume": 90
                                        },
                                        {
                                            "year": 2020,
                                            "month": 8,
                                            "search_volume": 100
                                        }
                                    ]
                                },
                                "serp_info": null
                            },
                            {
                                "keyword": "laptop in bulk purchase",
                                "location_code": 2840,
                                "language_code": "en",
                                "keyword_info": {
                                    "last_updated_time": "2021-10-02 08:14:44 +00:00",
                                    "competition": 0.9826839826839827,
                                    "cpc": 9.852355,
                                    "search_volume": 50,
                                    "categories": null,
                                    "monthly_searches": [
                                        {
                                            "year": 2021,
                                            "month": 8,
                                            "search_volume": 30
                                        },
                                        {
                                            "year": 2021,
                                            "month": 7,
                                            "search_volume": 40
                                        },
                                        {
                                            "year": 2021,
                                            "month": 6,
                                            "search_volume": 30
                                        },
                                        {
                                            "year": 2021,
                                            "month": 5,
                                            "search_volume": 30
                                        },
                                        {
                                            "year": 2021,
                                            "month": 4,
                                            "search_volume": 40
                                        },
                                        {
                                            "year": 2021,
                                            "month": 3,
                                            "search_volume": 70
                                        },
                                        {
                                            "year": 2021,
                                            "month": 2,
                                            "search_volume": 50
                                        },
                                        {
                                            "year": 2021,
                                            "month": 1,
                                            "search_volume": 50
                                        },
                                        {
                                            "year": 2020,
                                            "month": 12,
                                            "search_volume": 40
                                        },
                                        {
                                            "year": 2020,
                                            "month": 11,
                                            "search_volume": 40
                                        },
                                        {
                                            "year": 2020,
                                            "month": 10,
                                            "search_volume": 70
                                        },
                                        {
                                            "year": 2020,
                                            "month": 9,
                                            "search_volume": 50
                                        }
                                    ]
                                },
                                "keyword_properties": null,
                                "impressions_info": {
                                    "last_updated_time": "2021-09-24 06:21:35 +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
                                },
                                "bing_keyword_info": {
                                    "last_updated_time": "2021-09-05 06:08:32 +00:00",
                                    "search_volume": null,
                                    "monthly_searches": [
                                        {
                                            "year": 2021,
                                            "month": 7,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2021,
                                            "month": 6,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2021,
                                            "month": 5,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2021,
                                            "month": 4,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2021,
                                            "month": 3,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2021,
                                            "month": 2,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2021,
                                            "month": 1,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2020,
                                            "month": 12,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2020,
                                            "month": 11,
                                            "search_volume": 10
                                        },
                                        {
                                            "year": 2020,
                                            "month": 10,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2020,
                                            "month": 9,
                                            "search_volume": 0
                                        },
                                        {
                                            "year": 2020,
                                            "month": 8,
                                            "search_volume": 0
                                        }
                                    ]
                                },
                                "serp_info": null
                            },
                            {
                                "keyword": "how to purchase laptop",
                                "location_code": 2840,
                                "language_code": "en",
                                "keyword_info": {
                                    "last_updated_time": "2021-10-23 18:23:54 +00:00",
                                    "competition": 1,
                                    "cpc": 1.445238,
                                    "search_volume": 40,
                                    "categories": [
                                        10007,
                                        10019,
                                        10168,
                                        10883,
                                        12184,
                                        12187,
                                        13070,
                                        13418
                                    ],
                                    "monthly_searches": [
                                        {
                                            "year": 2021,
                                            "month": 9,
                                            "search_volume": 20
                                        },
                                        {
                                            "year": 2021,
                                            "month": 8,
                                            "search_volume": 30
                                        },
                                        {
                                            "year": 2021,
                                            "month": 7,
                                            "search_volume": 30
                                        },
                                        {
                                            "year": 2021,
                                            "month": 6,
                                            "search_volume": 40
                                        },
                                        {
                                            "year": 2021,
                                            "month": 5,
                                            "search_volume": 40
                                        },
                                        {
                                            "year": 2021,
                                            "month": 4,
                                            "search_volume": 30
                                        },
                                        {
                                            "year": 2021,
                                            "month": 3,
                                            "search_volume": 40
                                        },
                                        {
                                            "year": 2021,
                                            "month": 2,
                                            "search_volume": 30
                                        },
                                        {
                                            "year": 2021,
                                            "month": 1,
                                            "search_volume": 40
                                        },
                                        {
                                            "year": 2020,
                                            "month": 12,
                                            "search_volume": 40
                                        },
                                        {
                                            "year": 2020,
                                            "month": 11,
                                            "search_volume": 50
                                        },
                                        {
                                            "year": 2020,
                                            "month": 10,
                                            "search_volume": 30
                                        }
                                    ]
                                },
                                "keyword_properties": null,
                                "impressions_info": {
                                    "last_updated_time": "2021-09-15 22:56:07 +00:00",
                                    "bid": 999,
                                    "match_type": "exact",
                                    "ad_position_min": 1.11,
                                    "ad_position_max": 1,
                                    "ad_position_average": 1.06,
                                    "cpc_min": 37.69,
                                    "cpc_max": 46.06,
                                    "cpc_average": 41.88,
                                    "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
                                },
                                "bing_keyword_info": {
                                    "last_updated_time": "2021-10-23 02:37:31 +00:00",
                                    "search_volume": 90,
                                    "monthly_searches": [
                                        {
                                            "year": 2021,
                                            "month": 8,
                                            "search_volume": 70
                                        },
                                        {
                                            "year": 2021,
                                            "month": 7,
                                            "search_volume": 60
                                        },
                                        {
                                            "year": 2021,
                                            "month": 6,
                                            "search_volume": 70
                                        },
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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, which allows you to get very specific data.