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BUYER PROMPT / PUBLISHED EVIDENCE

What cloud platform should a startup evaluate for predictable costs, simple deployment, developer support, and room to scale?

An exact prompt-level view of which reviewed brands surfaced and which public URLs the configured AI models cited. No answer text or tenant data is published.

Intent
recommendation
Model providers
3
Categories
1
Last observed
Jul 27, 2026, 12:00 AM UTC
COMPETITIVE OUTCOME

Brands surfaced

Ordered by provider breadth, then total mentions and owned-domain citations. A mention is not an endorsement or a position claim.

#BrandCategoryProvidersMentionsOwned citationsProvider evidence
01Google Cloudcloud.google.comCloud3160Openai · Anthropic · Gemini
02Amazon Web Servicesaws.amazon.comCloud370Openai · Anthropic · Gemini
03Microsoft Azureazure.microsoft.comCloud360Openai · Anthropic · Gemini
04DigitalOceandigitalocean.comCloud130Openai
MODEL COMPARISON

Answer matrix

One row per configured provider and category snapshot. Hashes prove answer identity without publishing stored answer text.

ProviderModel versionCategoryBrands surfacedCitationsUnique domainsAnswer hash
Openaiopenai/gpt-4o-miniCloudAmazon Web Services · Microsoft Azure · Google Cloud · DigitalOcean66ad4068f7…4cbce
Anthropicanthropic/claude-haiku-4-5CloudAmazon Web Services · Microsoft Azure · Google Cloud6693bbe299…ebe36
Geminigoogle/gemini-2.5-flashCloudAmazon Web Services · Microsoft Azure · Google Cloud559d871d48…98e2c
URL-DERIVED CITATIONS

Sources cited

Hostnames are derived from the returned public URLs. Best position is the smallest citation position observed.

DomainCited pageBest positionProvidersObservationsCategories
1stel.comhttps://1stel.com/blog/how-cloud-services-help-startups-scale-more-quickly/1Openai · Gemini2Cloud
quora.comhttps://quora.com/Which-is-the-best-cloud-platform-for-an-early-stage-startup-in-terms-of-both-cost-and-security-between-Azure-AWS-Google-and-any-others1Anthropic1Cloud
reddit.comhttps://reddit.com/r/devops/comments/1i2abdp/should_my_startup_use_cloud_services_or_local/1Openai1Cloud
computesphere.comhttps://computesphere.com/blog/how-to-build-a-cost-effective-cloud-infrastructure-for-your-startup2Openai1Cloud
fullstacktechies.comhttps://fullstacktechies.com/google-cloud-development-company/2Anthropic1Cloud
kuberns.comhttps://kuberns.com/blogs/cloud-for-startups-to-scale-without-burning-budget/2Gemini1Cloud
cortavo.comhttps://cortavo.com/cortavo-guides/cloud-services-for-startups?hs_amp=true3Openai · Gemini2Cloud
linkedin.comhttps://linkedin.com/pulse/how-startups-can-harness-power-cloud-computing-mtbytes-vmgtf3Openai1Cloud
stackoverflow.comhttps://stackoverflow.com/beta/discussions/78491284/best-cloud-platform-aws-gcp-azure-for-deploying-e-commerce-startup-applicati3Anthropic1Cloud
cortavo.comhttps://cortavo.com/cortavo-guides/cloud-services-for-startups4Anthropic1Cloud
sedai.iohttps://sedai.io/blog/cloud-cost-optimization-startups-strategies4Gemini1Cloud
cdw.comhttps://cdw.com/content/cdw/en/articles/cloud/cloud-cost-optimization-startups-practical-ways-scale-smarter.html5Gemini1Cloud
facebook.comhttps://facebook.com/googlecloud/posts/code-more-config-less-deploy-in-seconds-offload-your-infrastructure-to-google-cl/1312759354334722/5Anthropic1Cloud
wjarr.comhttps://wjarr.com/sites/default/files/fulltext_pdf/WJARR-2025-2755.pdf5Openai1Cloud
pixelperinches.comhttps://pixelperinches.com/blog-cloud-deployment-comparison.html6Anthropic1Cloud
Snapshot IDs29779e51-4d1d-48bc-8ae8-d8ff8e8361e9
Corpus versionscloud-platforms-2026-07-27
Benchmark versions4-cloud-platforms-2026-07-27-models-64232fd32583

Coverage: Cloud. Full answers stored: no · Full answers published: no · Tenant data included: no.