Real ChatGPT answer · index seedWFmLaOy1NWYcompleteB2B software · AI and automation toolshowto

How do I troubleshoot an AI customer support widget that keeps hallucinating refund policies to our angry clients on our Shopify store?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I troubleshoot an AI customer support widget that keeps hallucinating refund policies to our angry clients on our Shopify store?
2 real searches · 1 real-search pass
Shopify official help AI customer service chatbot knowledge sources refund policy hallucinations Shopify InboxGoogle ↗
OBSERVED
OpenAI official retrieval augmented generation hallucinations grounding knowledge base customer support policiesGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Shopify official help AI customer service chatbot knowledge sources refund policy hallucinations Shopify Inbox Google ↗
OpenAI official retrieval augmented generation hallucinations grounding knowledge base customer support policies Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shopify official help AI customer service chatbot knowledge sources refund policy hallucinations Shopify Inbox
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
OpenAI official retrieval augmented generation hallucinations grounding knowledge base customer support policies
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1