Real ChatGPT answer · index seedv6gPeerJcCMcompleteEducation · test prepbrand

What do budget conscious parents say about the effectiveness of local community center SHSAT specialized high school workshops versus private tutoring?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do budget conscious parents say about the effectiveness of local community center SHSAT specialized high school workshops versus private tutoring?
3 real searches · 1 real-search pass
Reddit parents SHSAT prep community center workshops versus private tutoring NYC budget affordableGoogle ↗
OBSERVEDComparison
SHSAT free prep community center workshops NYC parents experiences tutoringGoogle ↗
OBSERVEDComparison
SHSAT preparation effectiveness tutoring practice tests group classes evidence NYC parentsGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Reddit parents SHSAT prep community center workshops versus private tutoring NYC budget affordable Google ↗
SHSAT free prep community center workshops NYC parents experiences tutoring Google ↗
SHSAT preparation effectiveness tutoring practice tests group classes evidence NYC parents Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Reddit parents SHSAT prep community center workshops versus private tutoring NYC budget affordable
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SHSAT free prep community center workshops NYC parents experiences tutoring
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
SHSAT preparation effectiveness tutoring practice tests group classes evidence NYC parents
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1