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Compare Datadog APM and AWS X-Ray for tracing distributed transactions across a complex serverless architecture built on AWS Lambda and API Gateway.

ChatGPTgpt-63 queries10/31/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Compare Datadog APM and AWS X-Ray for tracing distributed transactions across a complex serverless architecture built on AWS Lambda and API Gateway.
3 real searches · 1 real-search pass
Datadog AWS Lambda tracing API Gateway distributed tracing official documentation X-Ray comparisonGoogle ↗
OBSERVED
AWS X-Ray Lambda API Gateway tracing sampling service map official documentationGoogle ↗
OBSERVED
Datadog APM serverless distributed tracing Lambda API Gateway trace propagation official documentationGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Datadog AWS Lambda tracing API Gateway distributed tracing official documentation X-Ray comparison Google ↗
AWS X-Ray Lambda API Gateway tracing sampling service map official documentation Google ↗
Datadog APM serverless distributed tracing Lambda API Gateway trace propagation official documentation Google ↗
  1. Distributed Tracing with AWS Lambda Serverless Applications · docs.datadoghq.com
  2. AWS Lambda and AWS X-Ray · docs.aws.amazon.com
  3. Trace user requests to REST APIs using X-Ray in API Gateway · docs.aws.amazon.com
  4. Integrating AWS X-Ray with other AWS services · docs.aws.amazon.com
  5. Distributed Tracing with AWS Lambda Serverless Applications · docs.datadoghq.com
  6. Serverless Monitoring for AWS Lambda · docs.datadoghq.com
  7. Configure Serverless Monitoring for AWS Lambda · docs.datadoghq.com
  8. Datadog Serverless Framework Plugin · docs.datadoghq.com
  9. Use an SDK · docs.aws.amazon.com
  10. AWS X-Ray · docs.aws.amazon.com
  11. APM Billing · docs.datadoghq.com
  12. Serverless Billing · docs.datadoghq.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Datadog AWS Lambda tracing API Gateway distributed tracing official documentation X-Ray comparison
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
AWS X-Ray Lambda API Gateway tracing sampling service map official documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Datadog APM serverless distributed tracing Lambda API Gateway trace propagation official documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1