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 (
    15167, 16346, 16348, 15749, 16347, 15166, 
    15732, 16338, 15108, 15753, 16354, 
    16340, 15747, 16351, 15750, 19945, 
    15731, 14129, 15746, 16337, 16336, 
    15745, 14678, 19943
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00031

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost": 0.0175378,
    "nested_loop": [
      {
        "table": {
          "table_name": "cscart_product_review_prepared_data",
          "access_type": "ALL",
          "possible_keys": ["PRIMARY"],
          "loops": 1,
          "rows": 41,
          "cost": 0.0175378,
          "filtered": 58.53658676,
          "attached_condition": "cscart_product_review_prepared_data.storefront_id = 0 and cscart_product_review_prepared_data.product_id in (15167,16346,16348,15749,16347,15166,15732,16338,15108,15753,16354,16340,15747,16351,15750,19945,15731,14129,15746,16337,16336,15745,14678,19943)"
        }
      }
    ]
  }
}