SELECT 
  ctl.object_id as video_id, 
  GROUP_CONCAT(
    DISTINCT ct.tag 
    ORDER BY 
      ct.tag ASC SEPARATOR ', '
  ) as tags 
FROM 
  cscart_tag_links ctl 
  LEFT JOIN cscart_tags ct ON ct.tag_id = ctl.tag_id 
WHERE 
  ctl.object_id IN (
    2331, 2333, 2226, 2228, 2230, 2236, 2238, 
    2239
  ) 
GROUP BY 
  ctl.object_id

Query time 0.00054

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "17.19"
    },
    "grouping_operation": {
      "using_filesort": false,
      "nested_loop": [
        {
          "table": {
            "table_name": "ctl",
            "access_type": "range",
            "possible_keys": [
              "PRIMARY",
              "tag_id",
              "ids",
              "idx_tag_links_object_id"
            ],
            "key": "idx_tag_links_object_id",
            "used_key_parts": [
              "object_id"
            ],
            "key_length": "4",
            "rows_examined_per_scan": 22,
            "rows_produced_per_join": 22,
            "filtered": "100.00",
            "using_index": true,
            "cost_info": {
              "read_cost": "3.16",
              "eval_cost": "2.20",
              "prefix_cost": "5.36",
              "data_read_per_join": "352"
            },
            "used_columns": [
              "tag_id",
              "object_type",
              "object_id"
            ],
            "attached_condition": "(`cscart_db`.`ctl`.`object_id` in (2331,2333,2226,2228,2230,2236,2238,2239))"
          }
        },
        {
          "table": {
            "table_name": "ct",
            "access_type": "eq_ref",
            "possible_keys": [
              "PRIMARY"
            ],
            "key": "PRIMARY",
            "used_key_parts": [
              "tag_id"
            ],
            "key_length": "3",
            "ref": [
              "cscart_db.ctl.tag_id"
            ],
            "rows_examined_per_scan": 1,
            "rows_produced_per_join": 22,
            "filtered": "100.00",
            "cost_info": {
              "read_cost": "9.62",
              "eval_cost": "2.20",
              "prefix_cost": "17.19",
              "data_read_per_join": "16K"
            },
            "used_columns": [
              "tag_id",
              "tag"
            ]
          }
        }
      ]
    }
  }
}

Result

video_id tags
2228 #all skin types, immunity booster
2230 #all skin types, #brightening, #pigmentation, #sensitive skin, #Skin Hydration
2236 immunity booster, respiratory health
2238 diabetes
2239 digestive, Lifestyle Concerns
2331 #all skin types, #brightening, #Even Skin Tone, #Skin Hydration
2333 #all skin types, #brightening, #Dull Skin, #General Wellness, #Skin Hydration