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 (
    17, 180, 18, 16, 4, 5, 23, 24, 1, 22, 149, 
    190, 189, 3438, 3439, 3440, 3441, 136148, 
    156245, 169350, 125861, 122330, 133778, 
    146242, 143574, 121541, 130403, 120464, 
    125358, 154235, 137235, 157361, 133193, 
    166388, 176206, 128666, 158252, 135956, 
    162915, 132858, 144027, 124934, 132112, 
    135084, 158535, 147929, 173481, 137775, 
    151549, 162201, 162374, 121316, 166649, 
    167453, 161383, 172324, 140024, 156616, 
    169021, 155568, 138561, 121611, 140621, 
    147362
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00023

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost": 0.0274808,
    "nested_loop": [
      {
        "table": {
          "table_name": "cscart_product_review_prepared_data",
          "access_type": "ALL",
          "possible_keys": ["PRIMARY"],
          "loops": 1,
          "rows": 102,
          "cost": 0.0274808,
          "filtered": 62.74509811,
          "attached_condition": "cscart_product_review_prepared_data.storefront_id = 0 and cscart_product_review_prepared_data.product_id in (17,180,18,16,4,5,23,24,1,22,149,190,189,3438,3439,3440,3441,136148,156245,169350,125861,122330,133778,146242,143574,121541,130403,120464,125358,154235,137235,157361,133193,166388,176206,128666,158252,135956,162915,132858,144027,124934,132112,135084,158535,147929,173481,137775,151549,162201,162374,121316,166649,167453,161383,172324,140024,156616,169021,155568,138561,121611,140621,147362)"
        }
      }
    ]
  }
}

Result

product_id average_rating reviews_count
1 4.00 3
5 3.67 3
23 3.00 1
149 4.67 3