SELECT 
  vi_product_review_prepared_data.product_id AS product_id, 
  vi_product_review_prepared_data.average_rating AS average_rating, 
  vi_product_review_prepared_data.reviews_count AS reviews_count 
FROM 
  vi_product_review_prepared_data 
WHERE 
  vi_product_review_prepared_data.product_id IN (
    148, 149, 242, 243, 134, 135, 156, 154, 
    155, 133, 132, 146, 147, 145, 157, 153, 
    140, 141
  ) 
  AND vi_product_review_prepared_data.storefront_id = 0

Query time 0.00011

JSON explain

{
  "query_block": {
    "select_id": 1,
    "nested_loop": [
      {
        "table": {
          "table_name": "vi_product_review_prepared_data",
          "access_type": "ALL",
          "possible_keys": ["PRIMARY"],
          "rows": 52,
          "filtered": 34.61538315,
          "attached_condition": "vi_product_review_prepared_data.storefront_id = 0 and vi_product_review_prepared_data.product_id in (148,149,242,243,134,135,156,154,155,133,132,146,147,145,157,153,140,141)"
        }
      }
    ]
  }
}

Result

product_id average_rating reviews_count
242 3.50 2
148 4.33 3
149 4.67 3