Real ChatGPT answer · index seedThe5ATLKqgocompleteEducation · test prepcommercial

Looking for an objective comparison of the top three ACT math prep guides published this year that emphasize word problems and probability.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Looking for an objective comparison of the top three ACT math prep guides published this year that emphasize word problems and probability.
1 real search · 1 real-search pass
2026 ACT math prep books guides math word problems probability published 2026Google ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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
2026 ACT math prep books guides math word problems probability published 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 ACT math prep books guides math word problems probability published 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1