Real ChatGPT answer · index seedPzu4uVpOPaUcompleteEducation · test prepcomparison

Is Tutorverse better than Peterson s for practicing the SHSAT math section as a complete beginner

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Tutorverse better than Peterson s for practicing the SHSAT math section as a complete beginner
2 real searches · 1 real-search pass
Tutorverse SHSAT math practice book contents explanations Peterson's SHSAT math review beginnerGoogle ↗
OBSERVEDInstruction
Tutorverse SHSAT math workbook beginner review Peterson's SHSAT math prep book comparisonGoogle ↗
OBSERVEDComparison

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 (2)
Short factOther / navigationalComparison50%ConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Tutorverse SHSAT math practice book contents explanations Peterson's SHSAT math review beginner Google ↗
Tutorverse SHSAT math workbook beginner review Peterson's SHSAT math prep book comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Tutorverse SHSAT math practice book contents explanations Peterson's SHSAT math review beginner
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Tutorverse SHSAT math workbook beginner review Peterson's SHSAT math prep book comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1