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 (
    17, 148, 232, 230, 231, 18, 16, 4, 5, 23, 
    24, 170, 1, 22, 149, 227, 78, 79, 190, 
    189, 162, 159, 158, 245, 238, 239, 242, 
    243, 241, 240, 214, 217, 218, 207, 59, 
    58, 60, 199, 198, 94, 96, 201, 114, 192, 
    136, 130, 128, 126, 131, 177, 186, 185, 
    179, 11, 172, 134, 135, 195, 233, 168, 
    167, 169, 42, 39
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00056

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "12.56"
    },
    "table": {
      "table_name": "cscart_product_review_prepared_data",
      "access_type": "ALL",
      "possible_keys": [
        "PRIMARY"
      ],
      "rows_examined_per_scan": 52,
      "rows_produced_per_join": 52,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "2.17",
        "eval_cost": "10.40",
        "prefix_cost": "12.57",
        "data_read_per_join": "832"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ],
      "attached_condition": "((`pankajecarter_systemsix`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`pankajecarter_systemsix`.`cscart_product_review_prepared_data`.`product_id` in (17,148,232,230,231,18,16,4,5,23,24,170,1,22,149,227,78,79,190,189,162,159,158,245,238,239,242,243,241,240,214,217,218,207,59,58,60,199,198,94,96,201,114,192,136,130,128,126,131,177,186,185,179,11,172,134,135,195,233,168,167,169,42,39)))"
    }
  }
}