Real ChatGPT answer · index seedeiQ4MzDmUawcompleteB2B software · data and analytics platformscommercial

Our Snowflake and BigQuery bills have completely spiraled out of control this month and I need a recommendation for a SQL cost optimization platform that can automatically rewrite inefficient queries today.

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Our Snowflake and BigQuery bills have completely spiraled out of control this month and I need a recommendation for a SQL cost optimization platform that can automatically rewrite inefficient queries today.
2 real searches · 1 real-search pass
2026 SQL cost optimization platform automatic query rewriting Snowflake BigQuery autonomous optimization Keebo Chaos GeniusGoogle ↗
OBSERVEDComparison
platform automatically optimizes rewrites SQL queries Snowflake BigQuery cost optimization vendor comparison 2026Google ↗
OBSERVEDComparison

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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 SQL cost optimization platform automatic query rewriting Snowflake BigQuery autonomous optimization Keebo Chaos Genius Google ↗
platform automatically optimizes rewrites SQL queries Snowflake BigQuery cost optimization vendor comparison 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 SQL cost optimization platform automatic query rewriting Snowflake BigQuery autonomous optimization Keebo Chaos Genius
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
platform automatically optimizes rewrites SQL queries Snowflake BigQuery cost optimization vendor comparison 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1