Real ChatGPT answer · index seedvgjd2lFpv7YcompleteEducation · K-12 schoolslocal

Where do local business leaders sign up for advisory boards discussing New York City public school budget cuts and resource allocation

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

The searches the AI actually ran for this prompt.

SEED QUERY
Where do local business leaders sign up for advisory boards discussing New York City public school budget cuts and resource allocation
3 real searches · 1 real-search pass
New York City public schools advisory board business leaders budget cuts resource allocation sign up advisory councilGoogle ↗
OBSERVEDReason
NYC Public Schools business advisory council membership application budget resource allocationGoogle ↗
OBSERVEDReason
NYC education advisory boards business leaders volunteer apply school budget NYCGoogle ↗
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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
New York City public schools advisory board business leaders budget cuts resource allocation sign up advisory council Google ↗
NYC Public Schools business advisory council membership application budget resource allocation Google ↗
NYC education advisory boards business leaders volunteer apply school budget NYC Google ↗
  1. What A Community Education Council Does And How To Join One · patch.com
  2. PEP · schools.nyc.gov
  3. Community Education Councils · schools.nyc.gov
  4. Vacancy Application Forms · schools.nyc.gov
  5. PEP · schools.nyc.gov

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
New York City public schools advisory board business leaders budget cuts resource allocation sign up advisory council
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NYC Public Schools business advisory council membership application budget resource allocation
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NYC education advisory boards business leaders volunteer apply school budget NYC
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1