Real ChatGPT answer · index seedi8ZlD3QlKEccompleteB2B software · cloud hostingcommercial

I need a realistic cost estimation for migrating our monolithic app to a serverless architecture on AWS without getting hit by surprise bills.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need a realistic cost estimation for migrating our monolithic app to a serverless architecture on AWS without getting hit by surprise bills.
2 real searches · 1 real-search pass
AWS Lambda pricing API Gateway pricing DynamoDB pricing CloudWatch pricing NAT Gateway pricing official AWS 2026Google ↗
OBSERVEDComparison
AWS Pricing Calculator serverless architecture cost estimation AWS official cost optimization budgets anomaly detectionGoogle ↗
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%Comparison50%ConsequenceReasonDefinitionInstructionYes / 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 Lambda pricing API Gateway pricing DynamoDB pricing CloudWatch pricing NAT Gateway pricing official AWS 2026 Google ↗
AWS Pricing Calculator serverless architecture cost estimation AWS official cost optimization budgets anomaly detection Google ↗
  1. AWS Lambda Pricing · aws.amazon.com
  2. Amazon API Gateway Pricing · aws.amazon.com
  3. Amazon VPC Pricing · aws.eu
  4. AWS Pricing Calculator · calculator.aws
  5. AWS Pricing Calculator · aws.amazon.com
  6. Generating estimates with Pricing Calculator · docs.aws.amazon.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS Lambda pricing API Gateway pricing DynamoDB pricing CloudWatch pricing NAT Gateway pricing official AWS 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
AWS Pricing Calculator serverless architecture cost estimation AWS official cost optimization budgets anomaly detection
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1