SELECT 
  tmall_products_categories.product_id, 
  GROUP_CONCAT(
    IF(
      tmall_products_categories.link_type = "M", 
      CONCAT(
        tmall_products_categories.category_id, 
        "M"
      ), 
      tmall_products_categories.category_id
    )
  ) AS category_ids, 
  product_position_source.position AS position 
FROM 
  tmall_products_categories 
  INNER JOIN tmall_categories ON tmall_categories.category_id = tmall_products_categories.category_id 
  AND tmall_categories.storefront_id IN (0, 1) 
  AND (
    tmall_categories.usergroup_ids = '' 
    OR FIND_IN_SET(
      0, tmall_categories.usergroup_ids
    ) 
    OR FIND_IN_SET(
      1, tmall_categories.usergroup_ids
    )
  ) 
  AND tmall_categories.status IN ('A', 'H') 
  LEFT JOIN tmall_products_categories AS product_position_source ON tmall_products_categories.product_id = product_position_source.product_id 
  AND product_position_source.category_id = 223 
WHERE 
  tmall_products_categories.product_id IN (
    12, 78, 79, 11, 41, 81, 107, 109, 91, 92, 
    34, 15, 31, 38, 80, 102, 28, 280, 282, 
    278
  ) 
GROUP BY 
  tmall_products_categories.product_id

Query time 0.01180

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost": 0.119914631,
    "nested_loop": [
      {
        "table": {
          "table_name": "tmall_products_categories",
          "access_type": "range",
          "possible_keys": ["PRIMARY", "pt"],
          "key": "pt",
          "key_length": "3",
          "used_key_parts": ["product_id"],
          "loops": 1,
          "rows": 20,
          "cost": 0.037351962,
          "filtered": 100,
          "index_condition": "tmall_products_categories.product_id in (12,78,79,11,41,81,107,109,91,92,34,15,31,38,80,102,28,280,282,278)"
        }
      },
      {
        "table": {
          "table_name": "tmall_categories",
          "access_type": "eq_ref",
          "possible_keys": ["PRIMARY", "c_status", "p_category_id"],
          "key": "PRIMARY",
          "key_length": "3",
          "used_key_parts": ["category_id"],
          "ref": ["tmall.tmall_products_categories.category_id"],
          "loops": 20,
          "rows": 1,
          "cost": 0.03478532,
          "filtered": 100,
          "attached_condition": "tmall_categories.storefront_id in (0,1) and (tmall_categories.usergroup_ids = '' or find_in_set(0,tmall_categories.usergroup_ids) or find_in_set(1,tmall_categories.usergroup_ids)) and tmall_categories.`status` in ('A','H')"
        }
      },
      {
        "table": {
          "table_name": "product_position_source",
          "access_type": "eq_ref",
          "possible_keys": ["PRIMARY", "pt"],
          "key": "PRIMARY",
          "key_length": "6",
          "used_key_parts": ["category_id", "product_id"],
          "ref": ["const", "tmall.tmall_products_categories.product_id"],
          "loops": 20,
          "rows": 1,
          "cost": 0.03499012,
          "filtered": 100
        }
      }
    ]
  }
}

Result

product_id category_ids position
11 224M
12 224M
15 224M
28 225M
31 225M
34 225M
38 225M
41 225M
78 226M
79 226M
80 226M
81 226M
91 227M
92 227M
102 227M
107 227M
109 227M
278 224M
280 224M
282 224M