Real ChatGPT answer · index seed4nb0bmleoT8completeEducation · test prepbrand

How do students rate the customer service and refund policies of Magoosh compared to other test prep giants?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do students rate the customer service and refund policies of Magoosh compared to other test prep giants?
2 real searches · 1 real-search pass
Magoosh customer service reviews refund policy student reviews compared Kaplan Princeton Review Manhattan PrepGoogle ↗
OBSERVED
Kaplan Princeton Review Manhattan Prep refund policy customer service reviews test prepGoogle ↗
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
Magoosh customer service reviews refund policy student reviews compared Kaplan Princeton Review Manhattan Prep Google ↗
Kaplan Princeton Review Manhattan Prep refund policy customer service reviews test prep Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Magoosh customer service reviews refund policy student reviews compared Kaplan Princeton Review Manhattan Prep
OBSERVED
Google ↗
AI Mode ↗
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of 1
Kaplan Princeton Review Manhattan Prep refund policy customer service reviews test prep
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1