Real ChatGPT answer · index seedg4oMJYV32qkcompleteB2B software · cloud hostinghowto

How worried should our startup be about vendor lock in when using managed cloud hosting services and what can we do right now to stay flexible

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How worried should our startup be about vendor lock in when using managed cloud hosting services and what can we do right now to stay flexible
3 real searches · 1 real-search pass
cloud vendor lock-in portability managed services startup architecture best practices AWS Well-Architected portability data migrationGoogle ↗
OBSERVEDComparison
CNCF cloud native portability vendor lock-in managed services architecture principlesGoogle ↗
OBSERVEDReason
Google Cloud architecture framework portability avoid vendor lock-in managed servicesGoogle ↗
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 / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / 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
cloud vendor lock-in portability managed services startup architecture best practices AWS Well-Architected portability data migration Google ↗
CNCF cloud native portability vendor lock-in managed services architecture principles Google ↗
Google Cloud architecture framework portability avoid vendor lock-in managed services Google ↗
  1. Managing technical lock-in in the cloud · gov.uk
  2. Unpicking vendor lock-in · docs.aws.amazon.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
cloud vendor lock-in portability managed services startup architecture best practices AWS Well-Architected portability data migration
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
CNCF cloud native portability vendor lock-in managed services architecture principles
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Google Cloud architecture framework portability avoid vendor lock-in managed services
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1