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 = 196 
WHERE 
  tmall_products_categories.product_id IN (
    180, 190, 189, 172, 168, 167, 169, 175, 
    246, 173, 161, 165, 166, 163, 184, 183, 
    164
  ) 
GROUP BY 
  tmall_products_categories.product_id

Query time 0.00846

JSON explain

{
  "query_block": {
    "select_id": 1,
    "cost": 0.144834651,
    "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": 25,
          "cost": 0.041764081,
          "filtered": 100,
          "index_condition": "tmall_products_categories.product_id in (180,190,189,172,168,167,169,175,246,173,161,165,166,163,184,183,164)"
        }
      },
      {
        "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": 25,
          "rows": 1,
          "cost": 0.04343045,
          "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": 25,
          "rows": 1,
          "cost": 0.04363525,
          "filtered": 100
        }
      }
    ]
  }
}

Result

product_id category_ids position
161 199,198M
163 199,198M
164 199,198M
165 199,198M
166 199,198M
167 199,198,197M
168 198,199,197M
169 198,199,197M
172 199M
173 199M
175 199M
180 200M
183 200M
184 200M
189 200M
190 200M
246 199M