Real ChatGPT answer · index seedcoKYJe4Ue0gcompleteB2B software · cloud hostinginformational

How can I migrate my monolithic application away from AWS without hitting major vendor lock-in issues this quarter?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How can I migrate my monolithic application away from AWS without hitting major vendor lock-in issues this quarter?
3 real searches · 1 real-search pass
AWS prescriptive guidance strangler fig pattern incremental modernization monolith cloud migrationGoogle ↗
OBSERVEDOther / navigational
CNCF Kubernetes portability cloud native applications OpenTelemetry vendor neutral documentationGoogle ↗
OBSERVEDOther / navigational
OpenTofu Terraform infrastructure as code provider portability official documentationGoogle ↗
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 (3)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
AWS prescriptive guidance strangler fig pattern incremental modernization monolith cloud migration Google ↗
CNCF Kubernetes portability cloud native applications OpenTelemetry vendor neutral documentation Google ↗
OpenTofu Terraform infrastructure as code provider portability official documentation Google ↗
  1. Strangler fig pattern · docs.aws.amazon.com
  2. Strangler fig pattern · docs.aws.amazon.com
  3. Branch by abstraction pattern · docs.aws.amazon.com
  4. Decomposing monoliths into microservices · docs.aws.amazon.com
  5. Official documentation · kubernetes.io
  6. Official documentation · opentelemetry.io
  7. Official documentation · postgresql.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS prescriptive guidance strangler fig pattern incremental modernization monolith cloud migration
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
CNCF Kubernetes portability cloud native applications OpenTelemetry vendor neutral documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
OpenTofu Terraform infrastructure as code provider portability official documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1