Real ChatGPT answer · index seedkj4dfUKhYH8completeB2B software · cloud hostinglocal

Show me where to buy software subscriptions for ephemeral environment automation that work with major cloud hosting providers in Arizona.

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Show me where to buy software subscriptions for ephemeral environment automation that work with major cloud hosting providers in Arizona.
1 real search · 1 real-search pass
ephemeral environments automation platforms AWS Azure Google Cloud pricing buy subscription Terraform Cloud env0 Scalr Qovery Uffizzi ArizonaGoogle ↗
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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
ephemeral environments automation platforms AWS Azure Google Cloud pricing buy subscription Terraform Cloud env0 Scalr Qovery Uffizzi Arizona Google ↗
  1. Pricing · qovery.com
  2. AWS Marketplace: Qovery Devops Automation Platform · aws.amazon.com
  3. Pricing · envzero.com
  4. Pricing FAQ · docs.scalr.io
  5. Pricing · scalr.com
  6. AWS Marketplace: Scalr Annual Business Subscription · aws.amazon.com
  7. Clutch Solutions · google.com
  8. GHA Technologies, Inc. · google.com
  9. Dev Collective · google.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ephemeral environments automation platforms AWS Azure Google Cloud pricing buy subscription Terraform Cloud env0 Scalr Qovery Uffizzi Arizona
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1