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 (
    148, 180, 18, 16, 4, 5, 23, 24, 1, 22, 149, 
    190, 189, 286, 287, 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
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00035

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": "((`rajansecarter_15_june_mve`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`rajansecarter_15_june_mve`.`cscart_product_review_prepared_data`.`product_id` in (148,180,18,16,4,5,23,24,1,22,149,190,189,286,287,245,238,239,242,243,59,58,60,172,134,135,168,167,169,42,39,40,37,74,73,71,75,72,70,156,175,43,76,56,57,30,246,173,67,25,154,53,52,161,165,166,86,106,105,101,33,32,163,155)))"
    }
  }
}