Public data provenance
LIVE RANKINGS / VERIFIED DATA
AI rankings, costs & infrastructureAI rankings & live data
Models, efficiency, compute, datacenters, power, chips, companies, and capital—each resolved to a source, methodology, and refresh cadence.
MODEL CAPABILITY
Full table →Absolute model rank
| # | Model | Intelligence | Input / 1M | Output / 1M | Context |
|---|---|---|---|---|---|
| 01 | AnthropicClaude Opus 5 | 60.7 | $5.00 | $25 | 1M |
| 02 | AnthropicClaude Fable 5 | 59.9 | $10 | $50 | 1M |
| 03 | OpenAIGPT-5.6 Sol | 58.9 | $5.00 | $30 | 1.1M |
| 04 | Moonshot AIKimi K3 | 57.1 | $3.00 | $15 | 1.0M |
| 05 | AnthropicClaude Opus 4.8 | 55.7 | $5.00 | $25 | 1M |
| 06 | OpenAIGPT-5.6 Terra | 55.0 | $1.25 | $7.50 | 1.1M |
| 07 | OpenAIGPT-5.5 | 54.8 | $5.00 | $30 | 1.1M |
| 08 | xAIGrok 4.5 | 53.8 | $2.00 | $6.00 | 500K |
| 09 | AnthropicClaude Opus 4.7 | 53.5 | $5.00 | $25 | 1M |
| 10 | AnthropicClaude Sonnet 5 | 53.4 | $2.00 | $10 | 1M |
MODEL ECONOMICS
Full table →Quality per dollar
| # | Model | Points / $ | Input / 1M | Output / 1M | Context |
|---|---|---|---|---|---|
| 01 | InclusionaiLing-2.6-flash | 564.00 | $0.01 | $0.03 | 262K |
| 02 | TencentHy3 preview | 237.81 | $0.06 | $0.21 | 262K |
| 03 | OpenAIgpt-oss-120b | 174.04 | $0.04 | $0.17 | 131K |
| 04 | DeepseekDeepSeek V4 Flash | 164.49 | $0.14 | $0.28 | 1.0M |
| 05 | QwenQwen3.5-9B | 155.64 | $0.10 | $0.15 | 262K |
| 06 | XiaomiMiMo-V2.5 | 151.84 | $0.14 | $0.28 | 1.1M |
| 07 | OpenAIgpt-oss-20b | 132.44 | $0.03 | $0.14 | 131K |
| 08 | MetaLlama 3.1 8B Instruct | 104.83 | $0.05 | $0.08 | 131K |
| 09 | GoogleGemma 4 31B | 87.76 | $0.14 | $0.40 | 262K |
| 10 | NvidiaNemotron 3 Nano 30B A3B | 87.38 | $0.05 | $0.20 | 262K |
RANK.AI DATA UNIVERSE
Live rankings across the AI economy
Only quality-gated tables with current data appear here.
Model rankCapability-first rankings across frontier and open models.7 live tablesModel efficiencyCapability relative to token price, context, latency, and throughput.3 live tablesComputeGPU rental prices, availability, installed base, and accelerator economics.3 live tablesDatacentersOperating, under-construction, and planned AI capacity by place and operator.5 live tablesPowerUtility load, generation queues, power agreements, and grid constraints.2 live tablesChips & memoryAccelerator shipments, HBM, advanced packaging, networking, and supply.1 live tableCompaniesRevenue, CapEx, balance sheets, and control of the AI stack.9 live tablesCapitalPrivate valuations, market value, debt, funding, and capital intensity.1 live tableBrand leaderboardsRecommendation share, prominence, citations, sentiment, and competitive wins.7 live tablesAI visibility platformsAnswer-engine optimization vendors ranked across a fixed, public buying corpus—with brand, prompt, engine, and citation-source views.10 live tablesVector databasesManaged, open-source, and hyperscaler vector retrieval platforms ranked across a fixed buying corpus—with brand, prompt, engine, and citation-source views.10 live tablesLLM observabilityTracing, evaluation, monitoring, and AI reliability platforms ranked across a fixed buying corpus—with brand, prompt, engine, and citation-source views.10 live tablesAI agent frameworksOpen-source and vendor-backed agent frameworks ranked across a fixed engineering buying corpus—with brand, prompt, engine, and citation-source views.10 live tablesEnterprise search & RAGWorkplace search, managed retrieval, and grounded-knowledge platforms ranked across a fixed enterprise buying corpus—with brand, prompt, engine, and citation-source views.10 live tablesAI coding & developer toolsAI code editors, terminal agents, background coding agents, and review tools ranked across a fixed software-buying corpus—with brand, prompt, engine, and citation-source views.10 live tablesCloud GPU platformsSpecialist GPU clouds, marketplaces, and hyperscalers ranked across a fixed infrastructure-buying corpus—with brand, prompt, engine, and citation-source views.10 live tablesCybersecurity platformsEnterprise security platforms ranked across a fixed endpoint, cloud, identity, network, and security-operations buying corpus.10 live tablesCRM platformsEnterprise, mid-market, and modern CRM platforms ranked across a fixed sales, customer-data, automation, and AI buying corpus.10 live tablesData platformsCloud warehouses, lakehouses, streaming systems, and operational data platforms ranked across a fixed enterprise buying corpus.10 live tablesCloud platformsHyperscale, sovereign, developer, and alternative clouds ranked across a fixed infrastructure, data, security, and AI buying corpus.10 live tablesData integrationIngestion, ELT, CDC, integration, and data activation platforms ranked across a fixed enterprise buying corpus.10 live tablesBI & analyticsBusiness intelligence, governed analytics, and embedded analytics platforms ranked across a fixed buying corpus.10 live tablesCustomer supportHelp desks, contact centers, and AI-native customer service platforms ranked across a fixed buying corpus.10 live tablesMarketing automationB2B, B2C, lifecycle, and customer-engagement platforms ranked across a fixed marketing buying corpus.10 live tablesSales intelligenceContact-data, account-intelligence, intent, and enrichment platforms ranked across a fixed revenue buying corpus.10 live tablesFinance & ERPAccounting, cloud ERP, and enterprise finance platforms ranked across a fixed operational buying corpus.10 live tablesPrompt intelligencePrompt winners, engine disagreement, volatility, commercial intent, and source gaps.2 live tablesCitation sourcesThe domains and pages most often cited across AI answers.1 live tableAI agentsTask success, cost, speed, reliability, tool use, and human intervention.1 live tableOpen sourceOpen-model capability, downloads, repositories, frameworks, licenses, and velocity.1 live tableDatasetsDataset adoption, citations, licensing, coverage, freshness, and contamination risk.1 live tableAI talentHiring, compensation, migration, skills, and geographic concentration.1 live tableAI researchResearchers, institutions, papers, benchmarks, citations, and research velocity.3 live tablesGovernment AIProcurement, public investment, incentives, agencies, vendors, and contract renewals.2 live tables
LIVE COMPANY INTELLIGENCE
Capital, infrastructure & control
- Companies
- 32
- Facts
- 147
- Sources
- 66
- As of
- Jul 23, 26
YesPartner / partialNoValues link to primary evidenceOrdered by disclosed forward CapEx
Across live rankings
Open the movers wire →- 32OpendoorAI Company Financials 21
- 29OpendoorReported Capital Expenditure 19
- 29DatabricksAI Company Financials 19
- 26SupermicroReported Capital Expenditure 17
- 23SupermicroAI Company Financials 14
- 20CoreWeaveAI Company Financials 12
- 18NVIDIADebt Exposure 11
- 14AmazonDebt Exposure 10
- 15AlphabetDebt Exposure 10
- 16MicrosoftDebt Exposure 10
PUBLISHED TABLES
Live data layers
Tables appear only after a quality-gated snapshot is published.
RANK.AI DATA
Explore Open Source AI
Evidence-backed activity and adoption signals for a reviewed universe of public AI repositories.
| Rank | Entity | GitHub stars | Change |
|---|---|---|---|
| 01 | Ollamarepository | 176,952 stars | — |
RANK.AI DATA
Explore AI Research Activity
Trailing-12-month OpenAlex-indexed AI research activity for a small reviewed institution universe. This is not a measure of total research output, research quality, or organizational capability.
| Rank | Entity | OpenAlex AI research activity score | Change |
|---|---|---|---|
| 01 | Microsoftinstitution | 97.1 | — |
RANK.AI DATA
Explore Model Adoption Signals
Hugging Face Hub engagement and repository activity for a reviewed comparison cohort of official model repositories.
| Rank | Entity | Hugging Face downloads (30 days) | Change |
|---|---|---|---|
| 01 | all-MiniLM-L6-v2model | 253.38M downloads | — |
RANK.AI DATA
Explore AI Model & API Brand Rank
Daily brand visibility across a public, neutral commercial prompt corpus run through three configured model families.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | OpenAIcompany | 64% | — |
RANK.AI DATA
Explore AI Search Visibility Platform Rank
Daily visibility of answer-engine optimization and AI-search analytics vendors across a public, neutral buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Profoundcompany | 63% | — |
RANK.AI DATA
Explore State Power Economics
Monthly statewide commercial and industrial retail electricity prices for all 50 states and the District of Columbia.
| Rank | Entity | Industrial retail electricity price | Change |
|---|---|---|---|
| 01 | New Mexicogeography | 4.45¢/kWh | — |
RANK.AI DATA
Explore Countries in AI Research
Countries ranked by trailing-365-day OpenAlex-indexed AI works with an affiliated authorship. This is a bibliographic coverage signal, not a measure of national research quality or investment.
| Rank | Entity | OpenAlex-indexed AI works by authorship country | Change |
|---|---|---|---|
| 01 | Chinageography | 115,250 works | — |
RANK.AI DATA
Explore AI Developer Packages
Exact trailing npm download signals for a reviewed cohort of public JavaScript AI SDKs and frameworks.
| Rank | Entity | npm downloads (trailing 30 days) | Change |
|---|---|---|---|
| 01 | OpenAI Node SDKpackage | 113.18M downloads | — |
RANK.AI DATA
Explore Official AI Infrastructure Investment Disclosures
Reviewed first-party AI, cloud, and data-center project announcements ranked by their disclosed headline investment reference amount. Values are not actual spend, are not additive, and retain each announcement's qualifier.
| Rank | Entity | Disclosed infrastructure investment reference amount | Change |
|---|---|---|---|
| 01 | Amazon U.S. Federal AI & HPC Infrastructureinfrastructure_project | $50 | — |
RANK.AI DATA
Explore LiveBench Model Capability
Exact model configurations ranked by the official objective LiveBench 2026-06-25 release.
| Rank | Entity | LiveBench overall score | Change |
|---|---|---|---|
| 01 | GPT 5.6 Sol Maxmodel | 82% | — |
RANK.AI DATA
Explore Vector Database Platform Rank
Daily visibility of managed, open-source, and hyperscaler vector retrieval platforms across a public, neutral buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Pineconecompany | 67% | — |
RANK.AI DATA
Explore State Grid Carbon Intensity
Generation-based state power-sector CO2e intensity with capacity, generation, and resource-mix context for all 50 states and DC.
| Rank | Entity | State annual CO2e output rate | Change |
|---|---|---|---|
| 01 | Vermontgeography | 52.239 pounds_per_megawatt_hour | — |
RANK.AI DATA
Explore Institutions in AI Research
Institutions ranked by trailing-365-day OpenAlex-indexed AI works with an affiliated authorship. This measures bibliographic coverage, not research quality, impact, funding, or headcount.
| Rank | Entity | OpenAlex-indexed AI works by institution | Change |
|---|---|---|---|
| 01 | Tsinghua Universityresearch_institution | 3,162 works | — |
RANK.AI DATA
Explore State AI Infrastructure Pipeline
A bounded state rollup of distinct AI, cloud, and data-center project identities in reviewed first-party sources, with current development stage and scoped capacity disclosures. Ranked by project count—not headline dollars or inferred MW.
| Rank | Entity | Reviewed announced AI infrastructure projects | Change |
|---|---|---|---|
| 01 | Pennsylvaniageography | 2 projects | — |
RANK.AI DATA
Explore LiveBench Model Cost Efficiency
Official LiveBench cost per successful task beside capability, token use, and release pricing for 2026-06-25.
| Rank | Entity | LiveBench cost per successful task | Change |
|---|---|---|---|
| 01 | DeepSeek V4 Flashmodel | $0 | — |
RANK.AI DATA
Explore LLM Observability Platform Rank
Daily visibility of tracing, evaluation, monitoring, and AI reliability platforms across a public, neutral buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Braintrustcompany | 63% | — |
RANK.AI DATA
Explore BFCL Tool-Use Configurations
Exact model-plus-inference configurations ranked by the official UC Berkeley BFCL v4 overall accuracy.
| Rank | Entity | BFCL overall accuracy | Change |
|---|---|---|---|
| 01 | Claude-Opus-4-5-20251101 (FC)model | 77% | — |
RANK.AI DATA
Explore AI Agent Framework Rank
Daily visibility of open-source and vendor-backed agent frameworks across a public, neutral engineering buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | LangGraph / Deep Agentscompany | 50% | — |
RANK.AI DATA
Explore Planned AI Data Center Capacity by State
Latest future-milestone AI data-center facility MW in Epoch AI aggregated by explicit source-provided U.S. state, with facility count, estimated capex, H100e, and owner breadth.
| Rank | Entity | Planned facility power | Change |
|---|---|---|---|
| 01 | Texasgeography | 6,770.3 MW | — |
RANK.AI DATA
Explore AI Agent Framework Activity
Exact npm and GitHub platform-activity signals for a fixed reviewed cohort of agent frameworks, SDKs, and MCP tooling.
| Rank | Entity | npm downloads (trailing 30 days) | Change |
|---|---|---|---|
| 01 | MCP TypeScript SDKsoftware_project | 167.53M downloads | — |
RANK.AI DATA
Explore Enterprise Search Platform Rank
Daily visibility of workplace search, enterprise retrieval, and grounded-knowledge platforms across a public, neutral buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Elastic Search AIcompany | 71% | — |
RANK.AI DATA
Explore Arena Text Preference
Models ranked by the official Arena style-controlled text overall human-preference rating published 2026-07-21.
| Rank | Entity | Arena text style-controlled rating | Change |
|---|---|---|---|
| 01 | claude-fable-5model | 1,507.3 arena_score | — |
RANK.AI DATA
Explore AI Developer Tool Rank
Daily visibility of AI code editors, terminal agents, background coding agents, and review tools across a neutral buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | GitHub Copilotcompany | 54% | — |
RANK.AI DATA
Explore Cloud GPU Platform Rank
Daily visibility of specialist GPU clouds, marketplaces, and hyperscalers across a neutral infrastructure-buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Runpodcompany | 79% | — |
RANK.AI DATA
Explore Cybersecurity Platform Rank
Daily visibility of enterprise security platforms across a neutral endpoint, cloud, identity, network, and operations buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | SentinelOnecompany | 67% | — |
RANK.AI DATA
Explore CRM Platform Rank
Daily visibility of enterprise, mid-market, and modern CRM platforms across a neutral customer-platform buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | HubSpotcompany | 75% | — |
RANK.AI DATA
Explore Data Platform Rank
Daily visibility of cloud warehouses, lakehouses, streaming systems, and operational data platforms across a neutral buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Databrickscompany | 67% | — |
RANK.AI DATA
Explore Cloud Platform Rank
Daily visibility of hyperscale, sovereign, developer, and alternative cloud platforms across a neutral buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Google Cloudcompany | 92% | — |
RANK.AI DATA
Explore Data Integration Platform Rank
Daily visibility of ingestion, ELT, CDC, integration, and data activation platforms across a neutral enterprise buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Fivetrancompany | 63% | — |
RANK.AI DATA
Explore BI & Analytics Platform Rank
Daily visibility of business intelligence, governed analytics, and embedded analytics platforms across a neutral buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Microsoft Power BIcompany | 63% | — |
RANK.AI DATA
Explore Customer Support Platform Rank
Daily visibility of help desks, contact centers, and AI-native customer service platforms across a neutral buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Zendeskcompany | 63% | — |
RANK.AI DATA
Explore Marketing Automation Platform Rank
Daily visibility of B2B, B2C, lifecycle, and customer-engagement platforms across a neutral marketing buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Salesforce Marketing Cloudcompany | 54% | — |
RANK.AI DATA
Explore Sales Intelligence Platform Rank
Daily visibility of contact-data, account-intelligence, intent, and enrichment platforms across a neutral revenue buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | ZoomInfocompany | 71% | — |
RANK.AI DATA
Explore Finance & ERP Platform Rank
Daily visibility of accounting, cloud ERP, and enterprise finance platforms across a neutral operational buying corpus.
| Rank | Entity | Recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Oracle NetSuitecompany | 71% | — |
RANK.AI DATA
Explore AI Company Financials
Reported financial scale across companies participating in the AI economy, with every raw value tied to primary evidence.
| Rank | Entity | Company financial scale score | Change |
|---|---|---|---|
| 01 | Amazoncompany | 100.0 |
RANK.AI DATA
Explore Reported Capital Expenditure
Latest eligible annual capital expenditure reported in company filings, ranked by cohort-relative scale.
| Rank | Entity | Reported capital expenditure scale | Change |
|---|---|---|---|
| 01 | Amazoncompany | 100.0 |
RANK.AI DATA
Explore Forward Capital Expenditure
Current first-party capital-expenditure guidance, with ranges and periods preserved in the evidence.
| Rank | Entity | Forward capital expenditure scale | Change |
|---|---|---|---|
| 01 | Microsoftcompany | 100.0 |
RANK.AI DATA
Explore Debt Exposure
Reported long-term debt relative to total assets. Higher values indicate greater balance-sheet exposure, not investment quality.
| Rank | Entity | Debt exposure score | Change |
|---|---|---|---|
| 01 | CoreWeavecompany | 100.0 |
RANK.AI DATA
Explore AI Infrastructure Capital Intensity
SEC-reported total-company TTM capex, latest-quarter capex, revenue, capital intensity, and long-term debt for public companies participating in the AI infrastructure economy.
| Rank | Entity | TTM capital intensity | Change |
|---|---|---|---|
| 01 | CoreWeavecompany | 267% | — |
RANK.AI DATA
Explore AI Stack Control
Evidence-backed comparison of which companies control silicon, models, cloud, data centers, distribution, and open weights.
| Rank | Entity | AI stack control score | Change |
|---|---|---|---|
| 01 | Amazoncompany | 78.6 |
RANK.AI DATA
Explore Akash GPU Market Prices & Availability
Hourly Akash Network GPU price distributions and available supply, kept separate from the broader licensed GPU rental market.
| Rank | Entity | Median Akash GPU price | Change |
|---|---|---|---|
| 01 | Akash Nvidia P4 8Gi PCIecompute_asset | $0 / GPU-hr |
RANK.AI DATA
Explore Azure GPU VM Retail Prices
Comparable Linux on-demand GPU VM retail prices in Azure West US 3, normalized by documented physical GPU count.
| Rank | Entity | Normalized retail price per GPU | Change |
|---|---|---|---|
| 01 | Azure NC24ads A100 v4compute_asset | $4 / GPU-hr | — |
RANK.AI DATA
Explore State Data Scientist Workforce
State employment, concentration, and pay for the exact BLS SOC 15-2051 Data Scientists occupation.
| Rank | Entity | Data scientist employment | Change |
|---|---|---|---|
| 01 | Californiageography | 39,310 jobs | — |
RANK.AI DATA
Explore AWS EC2 GPU Instance Prices
Exact public Linux on-demand EC2 GPU instance prices in US East (N. Virginia), normalized by documented physical GPU count.
| Rank | Entity | Price per physical GPU | Change |
|---|---|---|---|
| 01 | AWS EC2 g6.xlargecompute_asset | $1 / GPU-hr | — |
RANK.AI DATA
Explore AI Accelerator Memory Specifications
A reviewed cross-vendor matrix of first-party memory capacity and bandwidth specifications for datacenter AI accelerators.
| Rank | Entity | Accelerator memory capacity | Change |
|---|---|---|---|
| 01 | AMD Instinct MI325Xcompute_asset | 256 GB | — |
RANK.AI DATA
Explore AI Companies by Annualized Revenue
Latest publishable full-company annualized revenue records from Epoch AI, without treating missing companies as zero.
| Rank | Entity | Annualized revenue | Change |
|---|---|---|---|
| 01 | Anthropiccompany | $47B | — |
RANK.AI DATA
Explore AI Companies by Closed Equity Funding
Cumulative closed primary equity funding in Epoch AI, excluding debt, secondaries, discussions, and cancelled rounds.
| Rank | Entity | Closed primary equity funding | Change |
|---|---|---|---|
| 01 | OpenAIcompany | $182.75B | — |
RANK.AI DATA
Explore AI Companies by Full-Company Staff
Latest full-company staff counts published by Epoch AI; division and contractor records stay out of this comparison.
| Rank | Entity | Full-company staff | Change |
|---|---|---|---|
| 01 | OpenAIcompany | 4,000 people | — |
RANK.AI DATA
Explore AI Companies by Annual Compute Spend
Latest publishable annual compute-spend evidence in Epoch AI, with total-versus-component derivation explicit.
| Rank | Entity | Annual compute spend | Change |
|---|---|---|---|
| 01 | OpenAIcompany | $16.3B | — |
RANK.AI DATA
Explore Operational AI Data Centers
Current positive-capacity AI data centers in Epoch AI, ranked by estimated total facility power with capex and H100e context.
| Rank | Entity | Facility power | Change |
|---|---|---|---|
| 01 | Colossus 2infrastructure | 946 MW | — |
RANK.AI DATA
Explore Planned AI Data Center Capacity
Latest future dated capacity milestone per Epoch AI data center, ranked by estimated facility power with capex and H100e context.
| Rank | Entity | Facility power | Change |
|---|---|---|---|
| 01 | Microsoft Fairwater Wisconsininfrastructure | 2,715 MW | — |
RANK.AI DATA
Explore Most-cited domains in AI API Brands answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | reddit.comsource | 40% | — |
RANK.AI DATA
Explore AI Dataset Activity
Hugging Face downloads, likes, and repository-update recency for a fixed, reviewed AI dataset cohort. These are platform activity signals, not measures of quality, safety, or suitability.
| Rank | Entity | Hugging Face dataset downloads (30 days) | Change |
|---|---|---|---|
| 01 | C4dataset | 1.67M downloads | — |
RANK.AI DATA
Explore Federal AI Contract Obligations
Trailing-365-day federal contract transaction obligations by recipient, limited to awards that pass a fixed AI-description, NAICS, and PSC contract.
| Rank | Entity | Federal AI-described transaction obligations | Change |
|---|---|---|---|
| 01 | LEISNOI PROFESSIONAL SERVICES, LLCcompany | $16,380,602 | — |
RANK.AI DATA
Explore Federal AI Obligations by Awarding Agency
Trailing-365-day federal contract transaction obligations grouped by the awarding-agency name reported on each qualifying USAspending transaction.
| Rank | Entity | Federal AI-described transaction obligations | Change |
|---|---|---|---|
| 01 | Department of Defensegovernment_agency | $66,382,695 | — |
RANK.AI DATA
Explore AI Visibility Platforms Brand Visibility
Ranks reviewed AI Visibility Platforms brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Profoundcompany | 47% | — |
RANK.AI DATA
Explore AI Visibility Platforms Citation Share
Ranks reviewed AI Visibility Platforms brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Semrushcompany | 25% | — |
RANK.AI DATA
Explore AI Visibility Platforms Engine Breadth
Ranks reviewed AI Visibility Platforms brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Profoundcompany | 3 engines | — |
RANK.AI DATA
Explore AI Visibility Platforms Prompt Brand Leaders
Shows the leading reviewed AI Visibility Platforms brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Recommend an enterprise-grade answer-engine optimization platform with dashboards, alerts, and governance.prompt | 100% | — |
RANK.AI DATA
Explore AI Visibility Platforms Engine Disagreement by Prompt
Ranks AI Visibility Platforms prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Which features matter most when buying software to measure brand presence in AI-generated answers?prompt | 100% | — |
RANK.AI DATA
Explore Most-cited domains in AI Visibility Platforms answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | reddit.comsource | 17% | — |
RANK.AI DATA
Explore AI Visibility Platforms Brands in OpenAI Model API Answers
Ranks reviewed AI Visibility Platforms brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Profoundcompany | 38% | — |
RANK.AI DATA
Explore AI Visibility Platforms Brands in Anthropic Model API Answers
Ranks reviewed AI Visibility Platforms brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Profoundcompany | 75% | — |
RANK.AI DATA
Explore AI Visibility Platforms Brands in Gemini Model API Answers
Ranks reviewed AI Visibility Platforms brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Profoundcompany | 75% | — |
RANK.AI DATA
Explore AI Brand Visibility
Ranks reviewed AI API Brands brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | OpenAIcompany | 72% |
RANK.AI DATA
Explore Vector Databases Brand Visibility
Ranks reviewed Vector Databases brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Pineconecompany | 50% | — |
RANK.AI DATA
Explore AI Brand Citation Share
Ranks reviewed AI API Brands brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Together AIcompany | 24% |
RANK.AI DATA
Explore Vector Databases Citation Share
Ranks reviewed Vector Databases brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Zilliz Cloud / Milvuscompany | 27% | — |
RANK.AI DATA
Explore AI Brand Engine Breadth
Ranks reviewed AI API Brands brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | OpenAIcompany | 3 engines |
RANK.AI DATA
Explore Vector Databases Engine Breadth
Ranks reviewed Vector Databases brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Pineconecompany | 3 engines | — |
RANK.AI DATA
Explore Prompt Brand Leaders
Shows the leading reviewed brand for every public prompt and how consistently that brand appears across engines.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Which hosted AI inference platforms offer the lowest latency?prompt | 100% |
RANK.AI DATA
Explore Vector Databases Prompt Brand Leaders
Shows the leading reviewed Vector Databases brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | What is the best production data platform for combining keyword retrieval, semantic retrieval, metadata filters, and reranking?prompt | 100% | — |
RANK.AI DATA
Explore Vector Databases Engine Disagreement by Prompt
Ranks Vector Databases prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | How should a team compare vector database pricing across storage, ingestion, read throughput, replicas, and idle capacity?prompt | 100% | — |
RANK.AI DATA
Explore AI Engine Disagreement by Prompt
Ranks public prompts by how differently the configured AI engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Recommend a reliable hosted model API for a customer-facing product.prompt | 94% |
RANK.AI DATA
Explore Brands in OpenAI Model API Answers
Ranks reviewed AI API Brands brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | OpenAIcompany | 75% | — |
RANK.AI DATA
Explore Vector Databases Brands in OpenAI Model API Answers
Ranks reviewed Vector Databases brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Pineconecompany | 75% | — |
RANK.AI DATA
Explore Most-cited domains in Vector Databases answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | medium.comsource | 50% | — |
RANK.AI DATA
Explore Vector Databases Brands in Anthropic Model API Answers
Ranks reviewed Vector Databases brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Pineconecompany | 88% | — |
RANK.AI DATA
Explore Brands in Anthropic Model API Answers
Ranks reviewed AI API Brands brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | OpenAIcompany | 67% | — |
RANK.AI DATA
Explore Vector Databases Brands in Gemini Model API Answers
Ranks reviewed Vector Databases brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Pineconecompany | 38% | — |
RANK.AI DATA
Explore Brands in Gemini Model API Answers
Ranks reviewed AI API Brands brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Fireworks AIcompany | 58% | — |
RANK.AI DATA
Explore LLM Observability Brand Visibility
Ranks reviewed LLM Observability brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Braintrustcompany | 50% | — |
RANK.AI DATA
Explore LLM Observability Citation Share
Ranks reviewed LLM Observability brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Arize AI / Phoenixcompany | 25% | — |
RANK.AI DATA
Explore LLM Observability Engine Breadth
Ranks reviewed LLM Observability brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Braintrustcompany | 3 engines | — |
RANK.AI DATA
Explore LLM Observability Prompt Brand Leaders
Shows the leading reviewed LLM Observability brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Recommend a platform for versioned evaluation datasets, prompt experiments, human review, and quality gates in CI.prompt | 100% | — |
RANK.AI DATA
Explore LLM Observability Engine Disagreement by Prompt
Ranks LLM Observability prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Which platform is best for online evaluations, production quality monitoring, failure clustering, and regression alerts?prompt | 93% | — |
RANK.AI DATA
Explore LLM Observability Brands in OpenAI Model API Answers
Ranks reviewed LLM Observability brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Langfusecompany | 63% | — |
RANK.AI DATA
Explore Most-cited domains in LLM Observability answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | braintrust.devsource | 33% | — |
RANK.AI DATA
Explore LLM Observability Brands in Anthropic Model API Answers
Ranks reviewed LLM Observability brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Braintrustcompany | 75% | — |
RANK.AI DATA
Explore LLM Observability Brands in Gemini Model API Answers
Ranks reviewed LLM Observability brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Braintrustcompany | 63% | — |
RANK.AI DATA
Explore Agent Frameworks Brand Visibility
Ranks reviewed Agent Frameworks brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | LangGraph / Deep Agentscompany | 47% | — |
RANK.AI DATA
Explore Agent Frameworks Citation Share
Ranks reviewed Agent Frameworks brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Microsoft Agent Frameworkcompany | 35% | — |
RANK.AI DATA
Explore Agent Frameworks Engine Breadth
Ranks reviewed Agent Frameworks brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | LangGraph / Deep Agentscompany | 3 engines | — |
RANK.AI DATA
Explore Agent Frameworks Prompt Brand Leaders
Shows the leading reviewed Agent Frameworks brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Recommend a framework for role-based multi-agent teams, explicit handoffs, delegation, and human approval steps.prompt | 100% | — |
RANK.AI DATA
Explore Agent Frameworks Engine Disagreement by Prompt
Ranks Agent Frameworks prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Recommend a cloud-native agent development framework with managed deployment, identity, security controls, and model flexibility.prompt | 100% | — |
RANK.AI DATA
Explore Most-cited domains in Agent Frameworks answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | youtube.comsource | 31% | — |
RANK.AI DATA
Explore Agent Frameworks Brands in OpenAI Model API Answers
Ranks reviewed Agent Frameworks brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Microsoft Agent Frameworkcompany | 50% | — |
RANK.AI DATA
Explore Agent Frameworks Brands in Anthropic Model API Answers
Ranks reviewed Agent Frameworks brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | LangGraph / Deep Agentscompany | 75% | — |
RANK.AI DATA
Explore Agent Frameworks Brands in Gemini Model API Answers
Ranks reviewed Agent Frameworks brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | LangGraph / Deep Agentscompany | 50% | — |
RANK.AI DATA
Explore Enterprise Search Brand Visibility
Ranks reviewed Enterprise Search brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Elastic Search AIcompany | 64% | — |
RANK.AI DATA
Explore Enterprise Search Citation Share
Ranks reviewed Enterprise Search brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | GoSearchcompany | 21% | — |
RANK.AI DATA
Explore Enterprise Search Engine Breadth
Ranks reviewed Enterprise Search brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Elastic Search AIcompany | 3 engines | — |
RANK.AI DATA
Explore Enterprise Search Prompt Brand Leaders
Shows the leading reviewed Enterprise Search brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Which enterprise search tools offer broad application connectors, fast content refresh, and permission-aware results?prompt | 100% | — |
RANK.AI DATA
Explore Enterprise Search Engine Disagreement by Prompt
Ranks Enterprise Search prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Recommend a managed retrieval service for building grounded enterprise assistants with citations and source provenance.prompt | 100% | — |
RANK.AI DATA
Explore Most-cited domains in Enterprise Search answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | gosearch.aisource | 17% | — |
RANK.AI DATA
Explore Enterprise Search Brands in OpenAI Model API Answers
Ranks reviewed Enterprise Search brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Elastic Search AIcompany | 63% | — |
RANK.AI DATA
Explore Enterprise Search Brands in Anthropic Model API Answers
Ranks reviewed Enterprise Search brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Elastic Search AIcompany | 88% | — |
RANK.AI DATA
Explore Enterprise Search Brands in Gemini Model API Answers
Ranks reviewed Enterprise Search brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Elastic Search AIcompany | 63% | — |
RANK.AI DATA
Explore AI Developer Tools Brand Visibility
Ranks reviewed AI Developer Tools brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | GitHub Copilotcompany | 50% | — |
RANK.AI DATA
Explore AI Developer Tools Citation Share
Ranks reviewed AI Developer Tools brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Augment Codecompany | 56% | — |
RANK.AI DATA
Explore AI Developer Tools Engine Breadth
Ranks reviewed AI Developer Tools brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | GitHub Copilotcompany | 3 engines | — |
RANK.AI DATA
Explore AI Developer Tools Prompt Brand Leaders
Shows the leading reviewed AI Developer Tools brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Compare AI developer tools on code quality, repository context, autonomy, latency, model choice, privacy, and integration depth.prompt | 100% | — |
RANK.AI DATA
Explore AI Developer Tools Engine Disagreement by Prompt
Ranks AI Developer Tools prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | What developer tool should a team use to run multiple software engineering agents in parallel across isolated tasks?prompt | 100% | — |
RANK.AI DATA
Explore AI Developer Tools Brands in OpenAI Model API Answers
Ranks reviewed AI Developer Tools brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | GitHub Copilotcompany | 75% | — |
RANK.AI DATA
Explore Most-cited domains in AI Developer Tools answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | augmentcode.comsource | 39% | — |
RANK.AI DATA
Explore AI Developer Tools Brands in Anthropic Model API Answers
Ranks reviewed AI Developer Tools brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | GitHub Copilotcompany | 63% | — |
RANK.AI DATA
Explore AI Developer Tools Brands in Gemini Model API Answers
Ranks reviewed AI Developer Tools brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | GitHub Copilotcompany | 25% | — |
RANK.AI DATA
Explore Cloud GPU Platforms Brand Visibility
Ranks reviewed Cloud GPU Platforms brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Runpodcompany | 67% | — |
RANK.AI DATA
Explore Cloud GPU Platforms Citation Share
Ranks reviewed Cloud GPU Platforms brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Runpodcompany | 50% | — |
RANK.AI DATA
Explore Cloud GPU Platforms Engine Breadth
Ranks reviewed Cloud GPU Platforms brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Runpodcompany | 3 engines | — |
RANK.AI DATA
Explore Cloud GPU Platforms Prompt Brand Leaders
Shows the leading reviewed Cloud GPU Platforms brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Recommend a GPU cloud for autoscaling production inference with custom containers, scale-to-zero, and predictable cold starts.prompt | 100% | — |
RANK.AI DATA
Explore Cloud GPU Platforms Engine Disagreement by Prompt
Ranks Cloud GPU Platforms prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Which GPU clouds offer strong managed Kubernetes or Slurm support for distributed AI training and inference?prompt | 90% | — |
RANK.AI DATA
Explore Cloud GPU Platforms Brands in OpenAI Model API Answers
Ranks reviewed Cloud GPU Platforms brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Runpodcompany | 88% | — |
RANK.AI DATA
Explore Most-cited domains in Cloud GPU Platforms answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | runpod.iosource | 58% | — |
RANK.AI DATA
Explore Cloud GPU Platforms Brands in Anthropic Model API Answers
Ranks reviewed Cloud GPU Platforms brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Lambda Cloudcompany | 88% | — |
RANK.AI DATA
Explore Cloud GPU Platforms Brands in Gemini Model API Answers
Ranks reviewed Cloud GPU Platforms brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Runpodcompany | 75% | — |
RANK.AI DATA
Explore Cybersecurity Platforms Brand Visibility
Ranks reviewed Cybersecurity Platforms brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | SentinelOnecompany | 58% | — |
RANK.AI DATA
Explore Cybersecurity Platforms Citation Share
Ranks reviewed Cybersecurity Platforms brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | SentinelOnecompany | 36% | — |
RANK.AI DATA
Explore Cybersecurity Platforms Engine Breadth
Ranks reviewed Cybersecurity Platforms brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | SentinelOnecompany | 3 engines | — |
RANK.AI DATA
Explore Cybersecurity Platforms Prompt Brand Leaders
Shows the leading reviewed Cybersecurity Platforms brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Which cloud security platform is strongest for posture management, workload protection, entitlement risk, and attack-path analysis?prompt | 100% | — |
RANK.AI DATA
Explore Cybersecurity Platforms Engine Disagreement by Prompt
Ranks Cybersecurity Platforms prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Create a proof-of-concept scorecard for cybersecurity platforms using real detection, false-positive, investigation, and response workflows.prompt | 89% | — |
RANK.AI DATA
Explore Cybersecurity Platforms Brands in OpenAI Model API Answers
Ranks reviewed Cybersecurity Platforms brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | SentinelOnecompany | 75% | — |
RANK.AI DATA
Explore Most-cited domains in Cybersecurity Platforms answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | sentinelone.comsource | 42% | — |
RANK.AI DATA
Explore Cybersecurity Platforms Brands in Anthropic Model API Answers
Ranks reviewed Cybersecurity Platforms brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | CrowdStrikecompany | 63% | — |
RANK.AI DATA
Explore Cybersecurity Platforms Brands in Gemini Model API Answers
Ranks reviewed Cybersecurity Platforms brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | SentinelOnecompany | 75% | — |
RANK.AI DATA
Explore CRM Platforms Brand Visibility
Ranks reviewed CRM Platforms brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | HubSpotcompany | 64% | — |
RANK.AI DATA
Explore CRM Platforms Citation Share
Ranks reviewed CRM Platforms brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | HubSpotcompany | 24% | — |
RANK.AI DATA
Explore CRM Platforms Engine Breadth
Ranks reviewed CRM Platforms brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | HubSpotcompany | 3 engines | — |
RANK.AI DATA
Explore CRM Platforms Prompt Brand Leaders
Shows the leading reviewed CRM Platforms brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Which CRM platforms are best for a global enterprise that needs complex sales processes, customization, governance, and analytics?prompt | 100% | — |
RANK.AI DATA
Explore CRM Platforms Engine Disagreement by Prompt
Ranks CRM Platforms prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Recommend a CRM for accurate pipeline inspection, revenue forecasting, conversation intelligence, and sales-manager coaching.prompt | 89% | — |
RANK.AI DATA
Explore Most-cited domains in CRM Platforms answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | youtube.comsource | 28% | — |
RANK.AI DATA
Explore CRM Platforms Brands in OpenAI Model API Answers
Ranks reviewed CRM Platforms brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | HubSpotcompany | 100% | — |
RANK.AI DATA
Explore CRM Platforms Brands in Anthropic Model API Answers
Ranks reviewed CRM Platforms brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Salesforcecompany | 75% | — |
RANK.AI DATA
Explore CRM Platforms Brands in Gemini Model API Answers
Ranks reviewed CRM Platforms brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | HubSpotcompany | 63% | — |
RANK.AI DATA
Explore Data Platforms Brand Visibility
Ranks reviewed Data Platforms brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Databrickscompany | 50% | — |
RANK.AI DATA
Explore Data Platforms Citation Share
Ranks reviewed Data Platforms brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Databrickscompany | 22% | — |
RANK.AI DATA
Explore Data Platforms Engine Breadth
Ranks reviewed Data Platforms brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Databrickscompany | 3 engines | — |
RANK.AI DATA
Explore Data Platforms Prompt Brand Leaders
Shows the leading reviewed Data Platforms brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Recommend a data lakehouse for analytics, machine learning, generative AI, open data formats, notebooks, and production model workflows.prompt | 100% | — |
RANK.AI DATA
Explore Data Platforms Engine Disagreement by Prompt
Ranks Data Platforms prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | How should a buyer compare data-platform total cost across storage, compute, data movement, concurrency, idle capacity, support, and administration?prompt | 100% | — |
RANK.AI DATA
Explore Data Platforms Brands in OpenAI Model API Answers
Ranks reviewed Data Platforms brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Databrickscompany | 63% | — |
RANK.AI DATA
Explore Most-cited domains in Data Platforms answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | medium.comsource | 22% | — |
RANK.AI DATA
Explore Data Platforms Brands in Anthropic Model API Answers
Ranks reviewed Data Platforms brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Databrickscompany | 75% | — |
RANK.AI DATA
Explore Data Platforms Brands in Gemini Model API Answers
Ranks reviewed Data Platforms brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Databrickscompany | 63% | — |
RANK.AI DATA
Explore Cloud Platforms Brand Visibility
Ranks reviewed Cloud Platforms brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Google Cloudcompany | 81% | — |
RANK.AI DATA
Explore Cloud Platforms Citation Share
Ranks reviewed Cloud Platforms brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Google Cloudcompany | 36% | — |
RANK.AI DATA
Explore Cloud Platforms Engine Breadth
Ranks reviewed Cloud Platforms brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Google Cloudcompany | 3 engines | — |
RANK.AI DATA
Explore Cloud Platforms Prompt Brand Leaders
Shows the leading reviewed Cloud Platforms brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Recommend a cloud platform for production AI workloads that need managed models, accelerators, data services, and strong observability.prompt | 100% | — |
RANK.AI DATA
Explore Cloud Platforms Engine Disagreement by Prompt
Ranks Cloud Platforms prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Recommend cloud providers for organizations that need sovereign deployment options, broad regional coverage, and data-residency controls.prompt | 76% | — |
RANK.AI DATA
Explore Most-cited domains in Cloud Platforms answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | linkedin.comsource | 27% | — |
RANK.AI DATA
Explore Cloud Platforms Brands in OpenAI Model API Answers
Ranks reviewed Cloud Platforms brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Google Cloudcompany | 100% | — |
RANK.AI DATA
Explore Cloud Platforms Brands in Anthropic Model API Answers
Ranks reviewed Cloud Platforms brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Google Cloudcompany | 100% | — |
RANK.AI DATA
Explore Cloud Platforms Brands in Gemini Model API Answers
Ranks reviewed Cloud Platforms brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Google Cloudcompany | 75% | — |
RANK.AI DATA
Explore Data Integration Brand Visibility
Ranks reviewed Data Integration brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Fivetrancompany | 56% | — |
RANK.AI DATA
Explore Data Integration Citation Share
Ranks reviewed Data Integration brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Qlik Talendcompany | 26% | — |
RANK.AI DATA
Explore Data Integration Engine Breadth
Ranks reviewed Data Integration brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Fivetrancompany | 3 engines | — |
RANK.AI DATA
Explore Data Integration Prompt Brand Leaders
Shows the leading reviewed Data Integration brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | What data integration tool should a startup evaluate for fast setup, predictable cost, common connectors, and low maintenance?prompt | 100% | — |
RANK.AI DATA
Explore Data Integration Engine Disagreement by Prompt
Ranks Data Integration prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Recommend a platform for syncing governed warehouse data into sales, marketing, support, and advertising applications.prompt | 100% | — |
RANK.AI DATA
Explore Most-cited domains in Data Integration answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | domo.comsource | 40% | — |
RANK.AI DATA
Explore Data Integration Brands in OpenAI Model API Answers
Ranks reviewed Data Integration brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Fivetrancompany | 63% | — |
RANK.AI DATA
Explore Data Integration Brands in Anthropic Model API Answers
Ranks reviewed Data Integration brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Fivetrancompany | 75% | — |
RANK.AI DATA
Explore Data Integration Brands in Gemini Model API Answers
Ranks reviewed Data Integration brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Fivetrancompany | 50% | — |
RANK.AI DATA
Explore BI & Analytics Brand Visibility
Ranks reviewed BI & Analytics brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Microsoft Power BIcompany | 63% | — |
RANK.AI DATA
Explore BI & Analytics Citation Share
Ranks reviewed BI & Analytics brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Domocompany | 41% | — |
RANK.AI DATA
Explore BI & Analytics Engine Breadth
Ranks reviewed BI & Analytics brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Microsoft Power BIcompany | 3 engines | — |
RANK.AI DATA
Explore BI & Analytics Prompt Brand Leaders
Shows the leading reviewed BI & Analytics brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | How should a buyer compare BI pricing across creators, viewers, capacity, embedded usage, data volume, and premium features?prompt | 100% | — |
RANK.AI DATA
Explore BI & Analytics Engine Disagreement by Prompt
Ranks BI & Analytics prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Which analytics platforms are best for developer workflows, version control, APIs, reusable models, and analytics as code?prompt | 100% | — |
RANK.AI DATA
Explore BI & Analytics Brands in OpenAI Model API Answers
Ranks reviewed BI & Analytics brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Microsoft Power BIcompany | 88% | — |
RANK.AI DATA
Explore Most-cited domains in BI & Analytics answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | domo.comsource | 29% | — |
RANK.AI DATA
Explore BI & Analytics Brands in Anthropic Model API Answers
Ranks reviewed BI & Analytics brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Google Lookercompany | 88% | — |
RANK.AI DATA
Explore BI & Analytics Brands in Gemini Model API Answers
Ranks reviewed BI & Analytics brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Microsoft Power BIcompany | 38% | — |
RANK.AI DATA
Explore Customer Support Brand Visibility
Ranks reviewed Customer Support brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Zendeskcompany | 50% | — |
RANK.AI DATA
Explore Customer Support Citation Share
Ranks reviewed Customer Support brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Zendeskcompany | 20% | — |
RANK.AI DATA
Explore Customer Support Engine Breadth
Ranks reviewed Customer Support brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Zendeskcompany | 3 engines | — |
RANK.AI DATA
Explore Customer Support Prompt Brand Leaders
Shows the leading reviewed Customer Support brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Which customer service tools are best for an ecommerce brand that needs order context, social messaging, returns workflows, and seasonal scale?prompt | 100% | — |
RANK.AI DATA
Explore Customer Support Engine Disagreement by Prompt
Ranks Customer Support prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Recommend a support platform with strong knowledge authoring, search, content governance, localization, and agent-assist capabilities.prompt | 100% | — |
RANK.AI DATA
Explore Customer Support Brands in OpenAI Model API Answers
Ranks reviewed Customer Support brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Zendeskcompany | 63% | — |
RANK.AI DATA
Explore Most-cited domains in Customer Support answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | kustomer.comsource | 17% | — |
RANK.AI DATA
Explore Customer Support Brands in Anthropic Model API Answers
Ranks reviewed Customer Support brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Zendeskcompany | 63% | — |
RANK.AI DATA
Explore Customer Support Brands in Gemini Model API Answers
Ranks reviewed Customer Support brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Zendeskcompany | 63% | — |
RANK.AI DATA
Explore Marketing Automation Brand Visibility
Ranks reviewed Marketing Automation brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Salesforce Marketing Cloudcompany | 44% | — |
RANK.AI DATA
Explore Marketing Automation Citation Share
Ranks reviewed Marketing Automation brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Brazecompany | 27% | — |
RANK.AI DATA
Explore Marketing Automation Engine Breadth
Ranks reviewed Marketing Automation brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Salesforce Marketing Cloudcompany | 3 engines | — |
RANK.AI DATA
Explore Marketing Automation Prompt Brand Leaders
Shows the leading reviewed Marketing Automation brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Which marketing automation platforms are best for orchestrating email, messaging, journeys, lead management, and campaign measurement?prompt | 100% | — |
RANK.AI DATA
Explore Marketing Automation Engine Disagreement by Prompt
Ranks Marketing Automation prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Recommend a marketing automation tool for a small business that needs simple campaigns, CRM context, forms, segmentation, and transparent pricing.prompt | 89% | — |
RANK.AI DATA
Explore Most-cited domains in Marketing Automation answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | 6sense.comsource | 15% | — |
RANK.AI DATA
Explore Marketing Automation Brands in OpenAI Model API Answers
Ranks reviewed Marketing Automation brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Salesforce Marketing Cloudcompany | 63% | — |
RANK.AI DATA
Explore Marketing Automation Brands in Anthropic Model API Answers
Ranks reviewed Marketing Automation brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Salesforce Marketing Cloudcompany | 63% | — |
RANK.AI DATA
Explore Marketing Automation Brands in Gemini Model API Answers
Ranks reviewed Marketing Automation brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Salesforce Marketing Cloudcompany | 38% | — |
RANK.AI DATA
Explore Sales Intelligence Brand Visibility
Ranks reviewed Sales Intelligence brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | ZoomInfocompany | 63% | — |
RANK.AI DATA
Explore Sales Intelligence Citation Share
Ranks reviewed Sales Intelligence brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | ZoomInfocompany | 31% | — |
RANK.AI DATA
Explore Sales Intelligence Engine Breadth
Ranks reviewed Sales Intelligence brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | ZoomInfocompany | 3 engines | — |
RANK.AI DATA
Explore Sales Intelligence Prompt Brand Leaders
Shows the leading reviewed Sales Intelligence brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Compare sales intelligence platforms on coverage, accuracy, freshness, intent, workflows, integrations, compliance, APIs, and support.prompt | 100% | — |
RANK.AI DATA
Explore Sales Intelligence Engine Disagreement by Prompt
Ranks Sales Intelligence prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | When should a company consolidate prospect data, enrichment, intent, account research, scoring, and sequencing on one revenue platform?prompt | 100% | — |
RANK.AI DATA
Explore Most-cited domains in Sales Intelligence answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | pipeline.zoominfo.comsource | 33% | — |
RANK.AI DATA
Explore Sales Intelligence Brands in OpenAI Model API Answers
Ranks reviewed Sales Intelligence brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | ZoomInfocompany | 100% | — |
RANK.AI DATA
Explore Sales Intelligence Brands in Anthropic Model API Answers
Ranks reviewed Sales Intelligence brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Apollo.iocompany | 88% | — |
RANK.AI DATA
Explore Sales Intelligence Brands in Gemini Model API Answers
Ranks reviewed Sales Intelligence brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | ZoomInfocompany | 38% | — |
RANK.AI DATA
Explore Finance & ERP Brand Visibility
Ranks reviewed Finance & ERP brands by the share of all successful benchmark answers in which they appear.
| Rank | Entity | Mention coverage | Change |
|---|---|---|---|
| 01 | Oracle NetSuitecompany | 63% | — |
RANK.AI DATA
Explore Finance & ERP Citation Share
Ranks reviewed Finance & ERP brands by their share of answer-level citations to reviewed brand domains.
| Rank | Entity | Citation share | Change |
|---|---|---|---|
| 01 | Oracle NetSuitecompany | 33% | — |
RANK.AI DATA
Explore Finance & ERP Engine Breadth
Ranks reviewed Finance & ERP brands by the number of benchmark engines on which they appear.
| Rank | Entity | Engine breadth | Change |
|---|---|---|---|
| 01 | Oracle NetSuitecompany | 3 engines | — |
RANK.AI DATA
Explore Finance & ERP Prompt Brand Leaders
Shows the leading reviewed Finance & ERP brand for every public prompt and its cross-engine consistency.
| Rank | Entity | Leading-brand engine consensus | Change |
|---|---|---|---|
| 01 | Compare ERP vendors on financial controls, identity, segregation of duties, auditability, encryption, residency, retention, and compliance.prompt | 100% | — |
RANK.AI DATA
Explore Finance & ERP Engine Disagreement by Prompt
Ranks Finance & ERP prompts by how differently the configured engines surface the reviewed brand universe.
| Rank | Entity | Cross-engine brand disagreement | Change |
|---|---|---|---|
| 01 | Create a shortlist of finance and ERP vendors for a global company modernizing financials, procurement, planning, and operations.prompt | 89% | — |
RANK.AI DATA
Explore Most-cited domains in Finance & ERP answers
Domains ranked by unique cited-answer coverage across Rank.ai's complete public prompt benchmark. This measures sourcing visibility—not recommendation or authority.
| Rank | Entity | Cited-answer coverage | Change |
|---|---|---|---|
| 01 | linkedin.comsource | 23% | — |
RANK.AI DATA
Explore Finance & ERP Brands in OpenAI Model API Answers
Ranks reviewed Finance & ERP brands by presence in OpenAI's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | OpenAI recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Oracle NetSuitecompany | 75% | — |
RANK.AI DATA
Explore Finance & ERP Brands in Anthropic Model API Answers
Ranks reviewed Finance & ERP brands by presence in Anthropic's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Anthropic recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Oracle NetSuitecompany | 75% | — |
RANK.AI DATA
Explore Finance & ERP Brands in Gemini Model API Answers
Ranks reviewed Finance & ERP brands by presence in Gemini's configured model API answers to the fixed public prompt cohort. This does not measure the consumer application.
| Rank | Entity | Gemini recommendation-prompt presence | Change |
|---|---|---|---|
| 01 | Oracle NetSuitecompany | 63% | — |
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