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Loading the latest published snapshot and its supporting evidence.
Loading the latest published snapshot and its supporting evidence.
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
Compare one brand with up to three competitors across the exact public prompt × engine matrix behind this leaderboard.
| Brand | Presence | Vs. primary | Selected share | Mentions | Cited answers | Owned URL signals | Engine breadth |
|---|---|---|---|---|---|---|---|
| Google Cloudcloud.google.com | 81.3%39/48 | +2.1 pp | 31.0% | 219 | 11 | 12 | 3/3 |
| Amazon Web Servicesaws.amazon.com | 79.2%38/48 | BASE | 30.2% | 253 | 5 | 5 | 3/3 |
| Microsoft Azureazure.microsoft.com | 79.2%38/48 | 0.0 pp | 30.2% | 253 | 3 | 4 | 3/3 |
| Oracle Cloudoracle.com | 22.9%11/48 | -56.2 pp | 8.7% | 22 | 4 | 4 | 3/3 |
16 prompts · 48 immutable answer hashes · empty cells mean no compared brand was detected.
| Public prompt | OpenAIopenai/gpt-4o-mini | Anthropicanthropic/claude-haiku-4-5 | Geminigoogle/gemini-2.5-flash |
|---|---|---|---|
| 01 Which cloud platforms are strongest for a large enterprise running a mixed portfolio of modern and legacy applications?recommendation | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 02 Recommend a cloud platform for production AI workloads that need managed models, accelerators, data services, and strong observability.recommendation | Amazon Web ServicesMicrosoft Azure · C1Google Cloud · C1 | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 03 Which cloud platform is best for a governed lakehouse, streaming analytics, business intelligence, and machine learning stack?recommendation | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 | Amazon Web ServicesMicrosoft Azure · C2Google Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 |
| 04 Recommend a cloud platform for a small engineering team building serverless web applications with managed databases and low operations overhead.recommendation | Amazon Web Services · C1Microsoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 |
| 05 Which cloud platforms are strongest for regulated workloads that require private networking, auditability, compliance, and key control?recommendation | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1Oracle Cloud | No selected brand |
| 06 Recommend cloud providers for organizations that need sovereign deployment options, broad regional coverage, and data-residency controls.recommendation | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web Services · C1Microsoft AzureGoogle Cloud | No selected brand |
| 07 Which cloud platforms offer the strongest hybrid and multicloud operations for workloads spanning datacenters, edge sites, and public regions?recommendation | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft Azure · C1Google Cloud · C1Oracle Cloud · C1 |
| 08 What cloud platform should a startup evaluate for predictable costs, simple deployment, developer support, and room to scale?recommendation | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 09 Compare cloud platforms on service breadth, reliability, regions, security, support, developer experience, and enterprise governance.commercial | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1Oracle Cloud · C1 | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 10 How should a buyer compare cloud pricing, discounts, support plans, network egress, and total operating cost?commercial | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud · C1 | Amazon Web Services · C1Microsoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 11 Create a proof-of-concept scorecard for comparing cloud providers on availability, failure recovery, quotas, observability, and support.commercial | No selected brand | Amazon Web ServicesMicrosoft AzureGoogle Cloud · C1 | No selected brand |
| 12 Which criteria expose migration complexity and lock-in risk when selecting a strategic cloud platform?commercial | No selected brand | No selected brand | No selected brand |
| 13 Compare cloud platforms for managed relational, document, cache, warehouse, and globally distributed database workloads.commercial | Amazon Web Services · C1Microsoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud · C1 |
| 14 Compare cloud platforms for managed Kubernetes, container security, service networking, autoscaling, and platform engineering.commercial | Amazon Web ServicesMicrosoft AzureGoogle Cloud | Amazon Web Services · C1Microsoft AzureGoogle Cloud | Amazon Web ServicesMicrosoft AzureGoogle Cloud |
| 15 What should a technical buying team negotiate in a strategic cloud agreement covering commitments, portability, support, and exit terms?commercial | No selected brand | Google Cloud · C2 | No selected brand |
| 16 Create a shortlist of cloud infrastructure vendors for a global company modernizing applications, data, security, and AI.commercial | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud | Amazon Web ServicesMicrosoft AzureGoogle CloudOracle Cloud |
Hostnames are derived from validated public HTTP(S) URLs, not provider-supplied domain labels.
| Source hostname | Cited answers | Distinct URLs | Engine breadth | Best position | Evidence |
|---|---|---|---|---|---|
| linkedin.com | 13 | 12 | 3 | #1 | Open source ↗ |
| reddit.com | 9 | 9 | 3 | #1 | Open source ↗ |
| medium.com | 8 | 7 | 3 | #1 | Open source ↗ |
| cloud.google.com | 7 | 5 | 3 | #2 | Open source ↗ |
| gartner.com | 5 | 5 | 3 | #1 | Open source ↗ |
| docs.cloud.google.com | 5 | 3 | 2 | #2 | Open source ↗ |
| aws.amazon.com | 4 | 4 | 2 | #1 | Open source ↗ |
| oracle.com | 4 | 4 | 2 | #1 | Open source ↗ |
| youtube.com | 4 | 4 | 2 | #3 | Open source ↗ |
| mirantis.com | 4 | 3 | 2 | #2 | Open source ↗ |
| emma.ms | 3 | 3 | 2 | #1 | Open source ↗ |
| ibm.com | 3 | 3 | 2 | #1 | Open source ↗ |
| dev.to | 3 | 3 | 3 | #2 | Open source ↗ |
| digitalocean.com | 3 | 3 | 1 | #2 | Open source ↗ |
| facebook.com | 3 | 3 | 1 | #2 | Open source ↗ |
| nops.io | 3 | 3 | 2 | #3 | Open source ↗ |
| northflank.com | 3 | 3 | 1 | #3 | Open source ↗ |
| aerospike.com | 3 | 3 | 3 | #4 | Open source ↗ |
| discuss.google.dev | 3 | 2 | 3 | #1 | Open source ↗ |
| montecarlo.ai | 3 | 2 | 2 | #2 | Open source ↗ |
Ranks URL-derived citation hostnames in the complete public prompt benchmark without additional provider calls.
Some explanation inputs are unavailable Missing: publicFrozenEvidence, comparablePriorRanking.
| Component | Value | Weight | Contribution | Evidence | Status |
|---|---|---|---|---|---|
| aggregateArtifactHash | 8c5800945a1b4844e33b431aded1132b7ee72a8e1877028e21c3ba389fa7aa38 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
| answerDenominator | 48 | Unavailable | 48 | 0 | unavailableno_public_frozen_evidence |
| engineDenominator | 3 | Unavailable | 3 | 0 | unavailable |
| hostname | cio.economictimes.indiatimes.com | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
| positionDenominator | 1 | Unavailable | 1 | 0 | unavailableno_public_frozen_evidence |
|---|
| positionNumerator | 1 | Unavailable | 1 | 0 | unavailableno_public_frozen_evidence |
|---|
| public prompt source answer coverage | 2.083333 | 100% | 2.083 | 1 | available |
|---|
| public prompt source best position | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source cited answer count | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source distinct url count | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source engine breadth | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source mean position | 1 | 0% | 0 | 1 | available |
|---|
| public prompt source median position | 1 | 0% | 0 | 1 | available |
|---|
| sourceVisibilityOnly | 1 | Unavailable | — | 0 | unavailableno_public_frozen_evidence |
|---|
no_prior_published_snapshot
No comparable component drivers were published.
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