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How much weight should I give to online school district ratings when the local parents tell me a completely different story?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much weight should I give to online school district ratings when the local parents tell me a completely different story?
2 real searches · 1 real-search pass
how school rating websites calculate ratings test scores demographics parent reviews limitations GreatSchools methodologyGoogle ↗
OBSERVED
research parents school choice qualitative school climate teacher relationships school ratings standardized test scores limitationsGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
how school rating websites calculate ratings test scores demographics parent reviews limitations GreatSchools methodology Google ↗
research parents school choice qualitative school climate teacher relationships school ratings standardized test scores limitations Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
how school rating websites calculate ratings test scores demographics parent reviews limitations GreatSchools methodology
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
research parents school choice qualitative school climate teacher relationships school ratings standardized test scores limitations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1