Real ChatGPT answer · index seedXNOuFceac78completeEducation · test prepcomparison

I need to buy an ACT math study guide right now on Amazon, so tell me whether Manhattan Prep or McGraw Hill is better for someone who hates geometry.

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need to buy an ACT math study guide right now on Amazon, so tell me whether Manhattan Prep or McGraw Hill is better for someone who hates geometry.
1 real search · 1 real-search pass
Manhattan Prep vs McGraw Hill ACT math prep book geometry coverage reviews AmazonGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Manhattan Prep vs McGraw Hill ACT math prep book geometry coverage reviews Amazon Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Manhattan Prep vs McGraw Hill ACT math prep book geometry coverage reviews Amazon
OBSERVED
Google ↗
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