Real ChatGPT answer · index seedtxwlpjJPdPAcompleteB2B software · data and analytics platformscomparison

What are the best practices for optimizing slow SQL queries in PostgreSQL before our database hosting bill gets out of hand?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best practices for optimizing slow SQL queries in PostgreSQL before our database hosting bill gets out of hand?
1 real search · 1 real-search pass
PostgreSQL official documentation pg_stat_statements EXPLAIN ANALYZE indexes vacuum query optimizationGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
PostgreSQL official documentation pg_stat_statements EXPLAIN ANALYZE indexes vacuum query optimization Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
PostgreSQL official documentation pg_stat_statements EXPLAIN ANALYZE indexes vacuum query optimization
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1