SELECT 
  cscart_product_review_prepared_data.product_id AS product_id, 
  cscart_product_review_prepared_data.average_rating AS average_rating, 
  cscart_product_review_prepared_data.reviews_count AS reviews_count 
FROM 
  cscart_product_review_prepared_data 
WHERE 
  cscart_product_review_prepared_data.product_id IN (
    5228, 7268, 9457, 9469, 13620, 13793, 
    13797, 13885, 13909, 14841, 14842, 
    15236, 15499, 18040, 18063, 18067, 
    18071, 18075, 21958, 21962, 21963, 
    26972, 30028, 30037
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00034

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "16.81"
    },
    "table": {
      "table_name": "cscart_product_review_prepared_data",
      "access_type": "range",
      "possible_keys": [
        "PRIMARY"
      ],
      "key": "PRIMARY",
      "used_key_parts": [
        "product_id",
        "storefront_id"
      ],
      "key_length": "7",
      "rows_examined_per_scan": 24,
      "rows_produced_per_join": 24,
      "filtered": "100.00",
      "index_condition": "((`cscart_db`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`cscart_db`.`cscart_product_review_prepared_data`.`product_id` in (5228,7268,9457,9469,13620,13793,13797,13885,13909,14841,14842,15236,15499,18040,18063,18067,18071,18075,21958,21962,21963,26972,30028,30037)))",
      "cost_info": {
        "read_cost": "14.41",
        "eval_cost": "2.40",
        "prefix_cost": "16.81",
        "data_read_per_join": "384"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ]
    }
  }
}

Result

product_id average_rating reviews_count
5228 5.00 2
7268 5.00 11
9457 4.27 11
9469 3.00 1
13620 5.00 1
13793 5.00 1
13909 4.00 2
15236 4.50 2
18040 5.00 1
18063 5.00 2
18067 5.00 3
21958 4.50 2
21962 5.00 1
21963 4.00 1
26972 4.80 5
30028 3.50 2
30037 4.00 1