Real ChatGPT answer · index seedHQIvtlucCc8completeParenting and family · kids' educationcomparison

Do public school uniform policies end up costing families more money than letting kids wear regular discount clothing from thrift stores

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

The searches the AI actually ran for this prompt.

SEED QUERY
Do public school uniform policies end up costing families more money than letting kids wear regular discount clothing from thrift stores
3 real searches · 1 real-search pass
public school uniform costs families study uniform policy cost clothing low income families researchGoogle ↗
OBSERVEDReason
school uniforms cost comparison regular clothes secondhand thrift families studyGoogle ↗
OBSERVEDComparison
US public school uniform policy costs uniforms family survey pricesGoogle ↗
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 / navigationalComparison33%ConsequenceReason67%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

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
public school uniform costs families study uniform policy cost clothing low income families research
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
school uniforms cost comparison regular clothes secondhand thrift families study
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
US public school uniform policy costs uniforms family survey prices
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1