Real ChatGPT answer · index seedddfC3yeDvj0completeB2B software · cloud hostingcomparison

AWS Cloud Development Kit vs Terraform for an intern who needs to deploy a scalable serverless architecture on AWS this summer.

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
AWS Cloud Development Kit vs Terraform for an intern who needs to deploy a scalable serverless architecture on AWS this summer.
2 real searches · 1 real-search pass
AWS CDK official documentation constructs CloudFormation deployment AWS CDK v2Google ↗
OBSERVEDInstruction
HashiCorp Terraform AWS provider documentation state modules officialGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 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
AWS CDK official documentation constructs CloudFormation deployment AWS CDK v2 Google ↗
HashiCorp Terraform AWS provider documentation state modules official Google ↗
  1. AWS CDK Constructs - AWS Cloud Development Kit (AWS CDK) v2 · docs.aws.amazon.com
  2. What is the AWS CDK? - AWS Cloud Development Kit (AWS CDK) v2 · docs.aws.amazon.com
  3. Official AWS CDK documentation · docs.aws.amazon.com
  4. AWS CDK Workshop · cdkworkshop.com
  5. CDK best practices · docs.aws.amazon.com
  6. Official Terraform documentation · developer.hashicorp.com
  7. Terraform AWS tutorials · developer.hashicorp.com
  8. AWS Serverless Land · serverlessland.com
  9. AWS Lambda documentation · docs.aws.amazon.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS CDK official documentation constructs CloudFormation deployment AWS CDK v2
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
HashiCorp Terraform AWS provider documentation state modules official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1