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 (
    164, 165, 167, 168, 169, 170, 171, 172, 
    173, 174, 175, 176, 177, 178, 179, 181, 
    182, 183, 184, 185, 186, 187, 188, 189, 
    190, 191, 1, 5, 7, 8, 9, 10
  ) 
  AND cscart_product_review_prepared_data.storefront_id = 0

Query time 0.00039

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost_info": {
      "query_cost": "12.56"
    },
    "table": {
      "table_name": "cscart_product_review_prepared_data",
      "access_type": "ALL",
      "possible_keys": [
        "PRIMARY"
      ],
      "rows_examined_per_scan": 52,
      "rows_produced_per_join": 31,
      "filtered": "61.54",
      "cost_info": {
        "read_cost": "6.17",
        "eval_cost": "6.40",
        "prefix_cost": "12.57",
        "data_read_per_join": "511"
      },
      "used_columns": [
        "product_id",
        "storefront_id",
        "average_rating",
        "reviews_count"
      ],
      "attached_condition": "((`atulecarter_atul_demo2`.`cscart_product_review_prepared_data`.`storefront_id` = 0) and (`atulecarter_atul_demo2`.`cscart_product_review_prepared_data`.`product_id` in (164,165,167,168,169,170,171,172,173,174,175,176,177,178,179,181,182,183,184,185,186,187,188,189,190,191,1,5,7,8,9,10)))"
    }
  }
}

Result

product_id average_rating reviews_count
5 3.67 3
1 4.00 3
8 4.00 1
172 4.00 1
167 5.00 1