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 (
    18, 16, 4, 5, 23, 24, 1, 22, 149, 190, 189, 
    245, 238, 239, 242, 243, 59, 58, 60, 172, 
    134, 135, 168, 167, 169, 42, 39, 40, 37, 
    74, 73, 71, 75, 72, 70, 156, 175, 43, 76, 
    56, 57, 30, 246, 173, 67, 25, 154, 53, 
    52, 161, 165, 166, 86, 106, 105, 101, 
    33, 32, 163, 155, 55, 69, 184, 183, 133, 
    132, 125, 120, 146, 147, 145, 117, 113, 
    157, 68, 29, 6, 8, 14, 9, 10, 19, 21, 50, 
    51, 49, 48, 54, 153, 164, 248, 65, 64, 
    63, 62, 66, 140, 141, 144, 143, 142
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00055

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "12.36"
    },
    "table": {
      "table_name": "cscart_product_review_prepared_data",
      "access_type": "ALL",
      "possible_keys": [
        "PRIMARY"
      ],
      "rows_examined_per_scan": 51,
      "rows_produced_per_join": 51,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "2.17",
        "eval_cost": "10.20",
        "prefix_cost": "12.37",
        "data_read_per_join": "816"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ],
      "attached_condition": "((`pankajecarter_setup_2`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`pankajecarter_setup_2`.`cscart_product_review_prepared_data`.`product_id` in (18,16,4,5,23,24,1,22,149,190,189,245,238,239,242,243,59,58,60,172,134,135,168,167,169,42,39,40,37,74,73,71,75,72,70,156,175,43,76,56,57,30,246,173,67,25,154,53,52,161,165,166,86,106,105,101,33,32,163,155,55,69,184,183,133,132,125,120,146,147,145,117,113,157,68,29,6,8,14,9,10,19,21,50,51,49,48,54,153,164,248,65,64,63,62,66,140,141,144,143,142)))"
    }
  }
}