Rank.ai Index
Cloud platforms prompt citation Opportunities
16 prompts ranked by how far the leader is named without its own site being cited.
100 percentage_points
Which cloud platforms are strongest for a large enterprise running a mixed portfolio of modern and legacy applications? ranks first
Leading brand owned citation opportunity
16
Prompts ranked
Sep 21
Snapshot recorded
2026 · Rotating schedule
3
Answers behind each row
From the OpenAI, Anthropic and Google model APIs
All 16 prompts by leading brand owned citation opportunity
Which cloud platforms are strongest for a large enterprise running a mixed portfolio of modern and legacy applications? leads at 100 percentage_points; the middle of the board sits at 50.
- Ahead of second place
- 33.3
- Held by the top three
- 32%
- Middle of the board
- 50
- Below half the leader
- 8 of 16
Rank, name and leading brand owned citation opportunityMiddle 50
- 1Which cloud platforms are strongest for a large enterprise running a mixed portfolio of modern and legacy applications?100 percentage_points
- 2Which cloud platform is best for a governed lakehouse, streaming analytics, business intelligence, and machine learning stack?66.667 percentage_points
- 3Which cloud platforms are strongest for regulated workloads that require private networking, auditability, compliance, and key control?66.667 percentage_points
- 4Compare cloud platforms for managed Kubernetes, container security, service networking, autoscaling, and platform engineering.66.667 percentage_points
- 5Create a shortlist of cloud infrastructure vendors for a global company modernizing applications, data, security, and AI.66.667 percentage_points
- 6Recommend a cloud platform for production AI workloads that need managed models, accelerators, data services, and strong observability.66.667 percentage_points
- 7Which cloud platforms offer the strongest hybrid and multicloud operations for workloads spanning datacenters, edge sites, and public regions?66.667 percentage_points
- 8Compare cloud platforms on service breadth, reliability, regions, security, support, developer experience, and enterprise governance.66.667 percentage_points
- 9Recommend cloud providers for organizations that need sovereign deployment options, broad regional coverage, and data-residency controls.33.333 percentage_points
- 10Compare cloud platforms for managed relational, document, cache, warehouse, and globally distributed database workloads.33.333 percentage_points
- 11How should a buyer compare cloud pricing, discounts, support plans, network egress, and total operating cost?33.333 percentage_points
- 12Recommend a cloud platform for a small engineering team building serverless web applications with managed databases and low operations overhead.33.333 percentage_points
- 13What cloud platform should a startup evaluate for predictable costs, simple deployment, developer support, and room to scale?33.333 percentage_points
- 14What should a technical buying team negotiate in a strategic cloud agreement covering commitments, portability, support, and exit terms?0 percentage_points
- 15Which criteria expose migration complexity and lock-in risk when selecting a strategic cloud platform?0 percentage_points
- 16Create a proof-of-concept scorecard for comparing cloud providers on availability, failure recovery, quotas, observability, and support.0 percentage_points
The prompt boards are re-run in rotation, about one category a day, so each board refreshes every few weeks and shows the date of its snapshot.
leading brand consensus: 66.666667 on 11 of 16 rows · leading brand owned citation coverage: 0 on 11 of 16 rows · 3 checks behind each row.
Why this rank
Which cloud platforms are strongest for regulated workloads that require private networking, auditability, compliance, and key control? on Cloud Platforms Prompt Citation Opportunities
Snapshot of Sep 21, 2026, 12:00 AM UTC · Link to this snapshot
Derives prompt-level brand leaders, cross-engine brand-set disagreement, and leading-brand owned-citation opportunity from the complete public Rank.ai benchmark cohort.
3
Rank on this board
66.667 percent
Score
3
Answers behind the score
100% confidence · 1 of 1 components evidenced
What the score is built from
1 of 1 evidencedEvery component evidenced · 1 evidence record each
| Component | Value | Contribution |
|---|---|---|
| Leading brand owned citation gap | 66.666667 | 66.667 |
Moved up since the previous snapshot
+1 places- Engine disagreement80 to 83.333+3.333
- Citation URLS9 to 12+3
- Presence events8 to 9+1
- Distinct reviewed brands5 to 6+1
- Leading brand consensus66.667 to 66.6670
- Leading brand owned citation coverage0 to 00
- Leading brand owned citation gap66.667 to 66.6670
Where each number comes from
7 public recordsReviewed-brand presence eventsPresence events · observed Sep 21, 2026, 12:00 AM UTC9 presence_events100% confidence
- Source
- Rank.ai Cloud Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"cloud-platform-regulated-industries","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["0bd0f4af-1225-40db-b031-b62cff5ea2be","5bcbfb9b-6404-434c-9287-79e6de8664fb","aaea2c81-113c-4bd2-aa5e-c0e60e330d65"],"parentSnapshotId":"632b0b29-55df-4787-8dcc-711ff59f1049","providerMatrixVersion":"64232fd32583"}
Distinct citation URLsCitation URLS · observed Sep 21, 2026, 12:00 AM UTC12 urls100% confidence
- Source
- Rank.ai Cloud Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"cloud-platform-regulated-industries","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["0bd0f4af-1225-40db-b031-b62cff5ea2be","5bcbfb9b-6404-434c-9287-79e6de8664fb","aaea2c81-113c-4bd2-aa5e-c0e60e330d65"],"parentSnapshotId":"632b0b29-55df-4787-8dcc-711ff59f1049","providerMatrixVersion":"64232fd32583"}
Distinct reviewed brands surfacedDistinct reviewed brands · observed Sep 21, 2026, 12:00 AM UTC6 brands100% confidence
- Source
- Rank.ai Cloud Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"cloud-platform-regulated-industries","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["0bd0f4af-1225-40db-b031-b62cff5ea2be","5bcbfb9b-6404-434c-9287-79e6de8664fb","aaea2c81-113c-4bd2-aa5e-c0e60e330d65"],"parentSnapshotId":"632b0b29-55df-4787-8dcc-711ff59f1049","providerMatrixVersion":"64232fd32583"}
Cross-engine brand disagreementEngine disagreement · observed Sep 21, 2026, 12:00 AM UTC83.333 percent100% confidence
- Source
- Rank.ai Cloud Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"cloud-platform-regulated-industries","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["0bd0f4af-1225-40db-b031-b62cff5ea2be","5bcbfb9b-6404-434c-9287-79e6de8664fb","aaea2c81-113c-4bd2-aa5e-c0e60e330d65"],"parentSnapshotId":"632b0b29-55df-4787-8dcc-711ff59f1049","providerMatrixVersion":"64232fd32583"}
Leading-brand engine consensusLeading brand consensus · observed Sep 21, 2026, 12:00 AM UTC66.667 percent100% confidence
- Source
- Rank.ai Cloud Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"cloud-platform-regulated-industries","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["0bd0f4af-1225-40db-b031-b62cff5ea2be","5bcbfb9b-6404-434c-9287-79e6de8664fb","aaea2c81-113c-4bd2-aa5e-c0e60e330d65"],"parentSnapshotId":"632b0b29-55df-4787-8dcc-711ff59f1049","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation coverageLeading brand owned citation coverage · observed Sep 21, 2026, 12:00 AM UTC0 percent100% confidence
- Source
- Rank.ai Cloud Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"cloud-platform-regulated-industries","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["0bd0f4af-1225-40db-b031-b62cff5ea2be","5bcbfb9b-6404-434c-9287-79e6de8664fb","aaea2c81-113c-4bd2-aa5e-c0e60e330d65"],"parentSnapshotId":"632b0b29-55df-4787-8dcc-711ff59f1049","providerMatrixVersion":"64232fd32583"}
Leading-brand owned-citation opportunityLeading brand owned citation gap · observed Sep 21, 2026, 12:00 AM UTC66.667 percentage_points100% confidence
- Source
- Rank.ai Cloud Platforms Prompt Benchmark
- Grade
- A
- Freshness
- fresh
- Locator
{"promptSlug":"cloud-platform-regulated-industries","corpusVersion":"cloud-platforms-2026-07-27","runArtifactIds":["0bd0f4af-1225-40db-b031-b62cff5ea2be","5bcbfb9b-6404-434c-9287-79e6de8664fb","aaea2c81-113c-4bd2-aa5e-c0e60e330d65"],"parentSnapshotId":"632b0b29-55df-4787-8dcc-711ff59f1049","providerMatrixVersion":"64232fd32583"}
See how often AI names you.
Enter your website. In about two minutes, Rank.ai asks ChatGPT, Claude and Gemini 12 questions your customers ask and grades how often they name you.
- Your grade out of 100How often AI names you, cites your site, and how high it ranks you.
- Who gets namedEvery competitor in the answers, most named first.
- The pages AI readsThe sources behind each answer.
- Three fixesWhat to fix first, with a brief for the first article.