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 (
    431070, 431397, 431433, 431255, 431389, 
    431268, 431398, 430783, 431432, 431443, 
    431305, 431306, 430775, 431399, 431493, 
    431386, 431417, 430784, 430967, 431444, 
    431272, 435512, 431016, 431416, 431484, 
    430776, 431254, 431490, 435513, 430763, 
    431371, 431461, 431216, 431318, 431319, 
    431271, 435515, 431269, 431372, 431373, 
    431173, 435514, 430729, 431267, 431270, 
    387051, 435516, 435517, 435518, 432250
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00057

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "5.87"
    },
    "table": {
      "table_name": "cscart_product_review_prepared_data",
      "access_type": "ALL",
      "possible_keys": [
        "PRIMARY"
      ],
      "rows_examined_per_scan": 19,
      "rows_produced_per_join": 19,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "2.07",
        "eval_cost": "3.80",
        "prefix_cost": "5.87",
        "data_read_per_join": "304"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ],
      "attached_condition": "((`webmarco`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`webmarco`.`cscart_product_review_prepared_data`.`product_id` in (431070,431397,431433,431255,431389,431268,431398,430783,431432,431443,431305,431306,430775,431399,431493,431386,431417,430784,430967,431444,431272,435512,431016,431416,431484,430776,431254,431490,435513,430763,431371,431461,431216,431318,431319,431271,435515,431269,431372,431373,431173,435514,430729,431267,431270,387051,435516,435517,435518,432250)))"
    }
  }
}