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 (
    1553, 1552, 1557, 1554, 1560, 1556, 1561, 
    1555, 1587, 1558, 1589, 1584, 1577, 
    1559, 1568, 1591, 1590, 1564, 1579, 
    1567, 1583, 1578, 1585, 1573, 1572, 
    1574, 1592, 1576, 1586, 1593, 1562, 
    1571, 3049, 1575, 3046, 1588, 1563, 
    1570, 3053, 1565
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00153

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "1.00"
    },
    "table": {
      "table_name": "cscart_product_review_prepared_data",
      "access_type": "ALL",
      "possible_keys": [
        "PRIMARY"
      ],
      "rows_examined_per_scan": 5,
      "rows_produced_per_join": 5,
      "filtered": "100.00",
      "cost_info": {
        "read_cost": "0.50",
        "eval_cost": "0.50",
        "prefix_cost": "1.00",
        "data_read_per_join": "80"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ],
      "attached_condition": "((`softwarepirmam_hewadelivard_cscart_4`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`softwarepirmam_hewadelivard_cscart_4`.`cscart_product_review_prepared_data`.`product_id` in (1553,1552,1557,1554,1560,1556,1561,1555,1587,1558,1589,1584,1577,1559,1568,1591,1590,1564,1579,1567,1583,1578,1585,1573,1572,1574,1592,1576,1586,1593,1562,1571,3049,1575,3046,1588,1563,1570,3053,1565)))"
    }
  }
}