Real ChatGPT answer · index seedSvC9wQeDP9ocompleteB2B software · customer support softwarehowto

What are the best practices for cleaning up messy ticket data before running a bulk CSV ticket import for my retail business?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best practices for cleaning up messy ticket data before running a bulk CSV ticket import for my retail business?
1 real search · 1 real-search pass
Zendesk CSV ticket import best practices data formatting duplicate tickets required fields retail customer supportGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Zendesk CSV ticket import best practices data formatting duplicate tickets required fields retail customer support Google ↗
  1. Bulk importing user data with the data importer · support.zendesk.com
  2. Ticket Import · developer.zendesk.com
  3. Bulk importing custom object records · support.zendesk.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Zendesk CSV ticket import best practices data formatting duplicate tickets required fields retail customer support
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1