How can my startup avoid getting stuck with vendor lock-in when choosing a cloud hosting provider today?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can my startup avoid getting stuck with vendor lock-in when choosing a cloud hosting provider today?
3 real searches · 1 real-search pass
cloud vendor lock-in portability best practices containers Kubernetes OpenTelemetry S3 compatibility egress costs 2026Google ↗
OBSERVEDComparison
AWS Azure Google Cloud data transfer egress pricing migration portability official documentationGoogle ↗
OBSERVEDOther / navigational
OpenTofu Terraform provider portability infrastructure as code official docs state migrationGoogle ↗
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)
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 best practices containers Kubernetes OpenTelemetry S3 compatibility egress costs 2026 Google ↗
AWS Azure Google Cloud data transfer egress pricing migration portability official documentation Google ↗
OpenTofu Terraform provider portability infrastructure as code official docs state migration Google ↗
- Competition in the provision of cloud computing services (EN) · oecd.org
- Six lock-in considerations · docs.aws.amazon.com
- Six lock-in considerations · docs.aws.amazon.com
- Documentation · opentofu.org
- Providers · opentofu.org
- AWS website · aws.amazon.com
- Google Cloud website · cloud.google.com
- Azure website · azure.microsoft.com
- DigitalOcean website · digitalocean.com
- Hetzner Cloud website · hetzner.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
cloud vendor lock-in portability best practices containers Kubernetes OpenTelemetry S3 compatibility egress costs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AWS Azure Google Cloud data transfer egress pricing migration portability official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
OpenTofu Terraform provider portability infrastructure as code official docs state migration OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |