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, 149, 242, 243, 134, 135, 156, 154, 
    155, 133, 132, 146, 147, 145, 157, 153, 
    140, 141, 144, 143, 142
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00023

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": 20,
      "filtered": "40.38",
      "cost_info": {
        "read_cost": "8.37",
        "eval_cost": "4.20",
        "prefix_cost": "12.57",
        "data_read_per_join": "335"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ],
      "attached_condition": "((`danishecarter_25_march`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`danishecarter_25_march`.`cscart_product_review_prepared_data`.`product_id` in (148,149,242,243,134,135,156,154,155,133,132,146,147,145,157,153,140,141,144,143,142)))"
    }
  }
}