Real ChatGPT answer · index seedCWvAVExM7iIcompleteEntertainment and media · booksinformational

How can I structure a community-funded neighborhood book exchange program that complies with local municipal sidewalk ordinances?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How can I structure a community-funded neighborhood book exchange program that complies with local municipal sidewalk ordinances?
3 real searches · 1 real-search pass
Beverly Massachusetts municipal sidewalk obstruction ordinance public right of way book library installation permit sidewalkGoogle ↗
OBSERVEDInstruction
Beverly MA code of ordinances sidewalk obstruction permit public waysGoogle ↗
OBSERVEDInstruction
Massachusetts accessibility clear sidewalk width public right of way ADA PROWAG sidewalk obstructionGoogle ↗
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 / navigationalComparisonConsequenceReason33%DefinitionInstruction67%Yes / 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
Beverly Massachusetts municipal sidewalk obstruction ordinance public right of way book library installation permit sidewalk Google ↗
Beverly MA code of ordinances sidewalk obstruction permit public ways Google ↗
Massachusetts accessibility clear sidewalk width public right of way ADA PROWAG sidewalk obstruction Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Beverly Massachusetts municipal sidewalk obstruction ordinance public right of way book library installation permit sidewalk
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Beverly MA code of ordinances sidewalk obstruction permit public ways
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Massachusetts accessibility clear sidewalk width public right of way ADA PROWAG sidewalk obstruction
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1