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 (
    163, 155, 55, 69, 184, 183, 133, 132, 125, 
    120, 146, 147
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00047

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "5.74"
    },
    "table": {
      "table_name": "cscart_product_review_prepared_data",
      "access_type": "ALL",
      "rows_examined_per_scan": 52,
      "rows_produced_per_join": 2,
      "filtered": "5.00",
      "cost_info": {
        "read_cost": "5.48",
        "eval_cost": "0.26",
        "prefix_cost": "5.74",
        "data_read_per_join": "41"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ],
      "attached_condition": "((`mobikul_delivery_boy_livedemo`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`mobikul_delivery_boy_livedemo`.`cscart_product_review_prepared_data`.`product_id` in (163,155,55,69,184,183,133,132,125,120,146,147)))"
    }
  }
}