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 (
    18, 16, 4, 5, 349, 350, 428, 23, 24, 1, 450, 
    451, 452, 453, 454, 455
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00039

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "16.63"
    },
    "table": {
      "table_name": "cscart_product_review_prepared_data",
      "access_type": "ALL",
      "possible_keys": [
        "PRIMARY"
      ],
      "rows_examined_per_scan": 72,
      "rows_produced_per_join": 16,
      "filtered": "22.22",
      "cost_info": {
        "read_cost": "13.43",
        "eval_cost": "3.20",
        "prefix_cost": "16.63",
        "data_read_per_join": "256"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ],
      "attached_condition": "((`pankajecarter_systemfour`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`pankajecarter_systemfour`.`cscart_product_review_prepared_data`.`product_id` in (18,16,4,5,349,350,428,23,24,1,450,451,452,453,454,455)))"
    }
  }
}

Result

product_id average_rating reviews_count
5 3.67 3
1 4.00 3
23 3.00 1
349 3.67 3
350 3.67 3
428 3.67 3
450 4.00 3
451 4.00 3
452 4.00 3
453 4.00 3
454 4.00 3
455 4.00 3