Real ChatGPT answer · index seedjEJPe5etkR4completeB2B software · cloud hostingbrand

What do cloud experts recommend as the easiest way to avoid vendor lock-in when building a new application using multiple cloud services?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do cloud experts recommend as the easiest way to avoid vendor lock-in when building a new application using multiple cloud services?
2 real searches · 1 real-search pass
cloud architecture recommendations avoid vendor lock-in multi cloud open standards containers abstraction cloud native servicesGoogle ↗
OBSERVED
AWS Azure Google Cloud vendor lock-in portability architecture cloud agnostic best practices CNCF OpenTelemetry Kubernetes TerraformGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
cloud architecture recommendations avoid vendor lock-in multi cloud open standards containers abstraction cloud native services Google ↗
AWS Azure Google Cloud vendor lock-in portability architecture cloud agnostic best practices CNCF OpenTelemetry Kubernetes Terraform Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
cloud architecture recommendations avoid vendor lock-in multi cloud open standards containers abstraction cloud native services
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
AWS Azure Google Cloud vendor lock-in portability architecture cloud agnostic best practices CNCF OpenTelemetry Kubernetes Terraform
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1