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 (
    12, 17, 148, 180, 187, 232, 230, 231, 18, 
    16, 4, 5, 23, 24, 170, 1, 22, 149, 227, 
    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
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00066

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "13.17"
    },
    "table": {
      "table_name": "cscart_product_review_prepared_data",
      "access_type": "ALL",
      "possible_keys": [
        "PRIMARY"
      ],
      "rows_examined_per_scan": 55,
      "rows_produced_per_join": 55,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "2.17",
        "eval_cost": "11.00",
        "prefix_cost": "13.17",
        "data_read_per_join": "880"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ],
      "attached_condition": "((`atulecarter_atul_demo6`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`atulecarter_atul_demo6`.`cscart_product_review_prepared_data`.`product_id` in (12,17,148,180,187,232,230,231,18,16,4,5,23,24,170,1,22,149,227,79,190,189,162,159,158,245,238,239,242,243,241,240,214,217,218,207,59,58,60,199,198,94,96,201,114,192,136,130,128,126,131,177,186,185,179,11,172,134,135,195,233,168,167,169)))"
    }
  }
}