SELECT 
  tmall_product_review_prepared_data.product_id AS product_id, 
  tmall_product_review_prepared_data.average_rating AS average_rating, 
  tmall_product_review_prepared_data.reviews_count AS reviews_count 
FROM 
  tmall_product_review_prepared_data 
WHERE 
  tmall_product_review_prepared_data.product_id IN (
    12, 148, 5, 23, 1, 149, 79, 238, 239, 172, 
    167, 8, 150, 13
  ) 
  AND tmall_product_review_prepared_data.storefront_id = 0

Query time 0.00786

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost": 0.01879428,
    "nested_loop": [
      {
        "table": {
          "table_name": "tmall_product_review_prepared_data",
          "access_type": "ALL",
          "possible_keys": ["PRIMARY"],
          "loops": 1,
          "rows": 56,
          "cost": 0.01879428,
          "filtered": 25,
          "attached_condition": "tmall_product_review_prepared_data.storefront_id = 0 and tmall_product_review_prepared_data.product_id in (12,148,5,23,1,149,79,238,239,172,167,8,150,13)"
        }
      }
    ]
  }
}

Result

product_id average_rating reviews_count
5 3.67 3
1 4.00 3
23 3.00 1
8 4.00 1
172 4.00 1
238 4.00 1
167 5.00 1
239 3.00 1
150 4.00 3
148 4.33 3
149 4.67 3