What AI says about Oracle
Since Jul 5Updated Oct 28, 2026Based on 38,205 AI responses
Reviewed by Dimitry Apollonsky
AI summary
Oracle provides cloud infrastructure, a suite of cloud applications including ERP and HCM, and database technologies for enterprise workloads.
13%
of AI answers about Oracle and its rivals
The market map
Clinical Trial Management SoftwareMentioned in
- #1tiedVeeva Vault CTMSMentioned in 32%Avg. position 4.1
- #1tiedMedidataMentioned in 28%Avg. position 4.7
- #4tiedOracleMentioned in 24%Avg. position 6.0
- #7tiedIQVIAMentioned in 14%Avg. position 5.3
- #7tiedViedocMentioned in 14%Avg. position 7.7
- #7tiedRealTime eClinical SolutionsMentioned in 14%Avg. position 6.3
- #10tiedOnCore CTMSMentioned in 10%Avg. position 3.4
- #10tiedMedableMentioned in 10%Avg. position 3.3
- #10tiedCastor EDCMentioned in 9%Avg. position 5.8
- #14tiedCloudbyzMentioned in 8%Avg. position 5.5
- #14tiedSimpleTrialsMentioned in 8%Avg. position 5.7
- #14tiedFlorence eTMFMentioned in 6%Avg. position 6.1
- #21tiedMedrioMentioned in 6%Avg. position 8.7
- #21tiedOCT Clinical TrialsMentioned in 5%Avg. position 4.3
Where Oracle ranks in AI
- Clinical Trial Management SoftwareAI picks Veeva Vault CTMS and 2 more about as often32%#4 of 499tied · 24%
- Utility CIS and Meter Data PlatformsAI picks Oracle most63%#1 of 90 · 63%
- Infrastructure Capital Project Management SoftwareAI picks Procore most37%#2 of 274tied · 30%
- Utility Grid Management SoftwareAI picks Survalent and 1 more about as often19%#3 of 310tied · 11%
- Higher Education Student Information SystemsAI picks Ellucian most54%#4 of 215tied · 14%
- AI Supply Chain Planning SoftwareAI picks Blue Yonder most56%#5 of 526tied · 26%
- Clinical Trial Operations PlatformsAI picks Medidata and 4 more about as often15%#6 of 268tied · 7%
- Warehouse Management & Fulfillment SoftwareAI picks Manhattan Active Warehouse Management most52%#6 of 243tied · 27%
- B2B Sales and Marketing PlatformsAI picks HubSpot and 1 more about as often82%#6 of 71tied · 49%
- ESG and Supply Chain Sustainability SoftwareAI picks Microsoft Power BI most70%#7 of 110tied · 6%
- AI Sales Prospecting ToolsAI picks HubSpot and 1 more about as often28%#9 of 217tied · 9%
- Cloud Machine Learning Infrastructure PlatformsAI picks Roboflow and 5 more about as often49%#9 of 88tied · 7%
Topics where AI mentions Oracle
- CTMS for global trials with integrated EDC and IVRSClinical Trial Management Software60%Rank #1tied#1tied
- Academic ctms for investigator-initiated trialsClinical Trial Management Software12%Rank #7tied#7tied
- Portfolio health data aggregation system
- Milestone-based CTMS for site payments
- EConsent and remote data capture
- CTMS for remote patient wearable studies
- ETMF management for fda audit readiness
- Customer information system with portal
- Customer information system for water utilities
- Multi-campus cross-registration management system
- ERP-integrated warehouse management
- CPM scheduling software
- Demand forecasting and replenishment
- Non-DICOM medical image storage
- Healthcare ERP system for hospital administrators
- Clinical trial drug inventory management software
- Meter data management systems for large utility companies
- Financial consolidation and reporting software for financial controllers
- Project management software for civil engineers managing public works
- Automated billing and revenue operations
- ESG and financial reporting integration
- Outage management system with integrated customer notification
- Data integration software for electronic data capture
- AI inventory management
- BIM-heavy project management
- Shipping compliance software for international destinations
- Capital project management software for utilities
- Cross-docking operations to reduce storage costs
- Database migration workflows
- Enterprise asset management for energy
- CRM with native networking integration
- Graph database visualization tool for generative AI exploration
- Customs compliance software for international expansion
- Enterprise warehouse management
- Enterprise financial planning software
- Bare-metal gpu cloud access
- Code enforcement software for weed and trash violation notices
- POS to PMS integration
- Pre-meeting research automation
- AI query optimization tool for data warehouses
- RPA tools for large scale HR payroll automation
- High-volume course registration
- Enterprise-scale workflow automation
- Natural language SQL interface with read-only permissions
- Barcode scanning systems integrating with legacy ERPs
- Protocol deviation tracking software for clinical site monitoring
- Lifecycle asset management
- Identity governance and compliance
- HPC and AI workload execution
- CRM for teams with CPQ integration
- Procure-to-pay software for large enterprises
- Enterprise HR and payroll management
- AI inventory management software
- B2B account and opportunity management
- CRM with role-based permissions and audit logs for compliance
- Mobile workforce management for utility field crews
- Capital planning and project management software for water infrastructure
- Cloud service provider
- Enterprise expense reporting software for tax audits
- Degree audit and what-if planning
- Government contract cost accounting software
- Vendor performance tracking
- Cross-border trade compliance software for high-volume e-commerce
- Automated multi-channel messaging for demand response
- Omnichannel return management software
- Process compliance enforcement
- Supplier sustainability scoring
- PMS with open API marketplace
- Field task management
- Warehouse management system
- Demand response program management
- Mid-sized distribution center WMS
- Compliance and regulatory management
- Research grant lifecycle management software
- Enterprise global background screening
- Property management system for boutique hotels
- Manufacturing inventory and production
- Modeling complex account hierarchies and buying committees
- SEC climate disclosure compliance
- E-commerce warehouse management
- Account and opportunity management
- Contextual ad targeting
- Enterprise territory management software for global organizations
- 3D coordination and 4D simulation
- ADMS with FLISR for real-time grid fault monitoring
- CPQ software for services businesses
- Quality failure routing
- Renewable-integrated grid stability DERMS
- Enterprise sales tax compliance
- Student records management system for university registrars
- Ad brand safety verification
- Multi-brand CRM management
- Enterprise object storage with media processing
- Treasury management systems
- High-memory CPU cloud hosting
- Automated tariff classification and customs software
- Corporate accounts payable automation
- Water utility meter data analytics
- Scope 3 emissions tracking
- Outage communication platform with automated ETAs and safety tips
- Supplier compliance portal
- Enterprise global travel and expense management software
- Lien waiver and subcontractor payments
- Freight and shipment tracking software for logistics coordinators
- Change management consulting for ERP implementations
- Global integrated workplace management software
- Carbon-neutral AI compute
- Student information system with automated financial aid packaging
- EHS compliance software
- Vineyard management software
- Supplier sustainability tools with audit trails
- Enterprise revenue forecasting
- Liquid cooling for AI data centers
- Traceability system for FDA compliance
- AML transaction monitoring
- Air-gapped GPUs for government cloud
- Workforce planning software
- Enterprise project portfolio and resource management
- Procurement approval workflows
- Supplier compliance platforms with procurement integration and regulatory reporting
- Business license tracking and automation software
- Procurement platform for RFP automation
- Secure enterprise HR payroll and compliance software
- Cloud-based media processing services for mobile applications
- Retail percentage rent calculation software
- Enterprise learning experience platform
- Job dispatch system for third-party vendors
- Partnership identification software for business development managers
- Talent contract and payroll management system
- Automated multi-state sales tax filing software
- RPA for legacy banking systems
- Ongoing performance feedback
- Job duration prediction
- Renewal save-plan assistant using account health signals
- Admissions and enrollment management
- Alumni CRM with multi-campus SIS integration
- FP&A software
- Warehouse management for manufacturers
- Procurement contract management
- WMS and vertical lift integration
- Product carbon footprinting and LCA
- CRM with approval workflows
- Multilingual global enterprise sales CRM
- Demand response management platforms for large-scale multi-tenant portfolios
- HR software consolidation
- Hotel guest experience app
- Corporate forensic fraud detection services
- Event accommodation booking
- Cross-application guidance
- Sales pipeline management
- Healthcare federated learning infrastructure
- CRM software for team territory management
- Employee software training and support ticket reduction
- Submittal tracking and approval
- Free tier pricing limits
- Capital expenditure planning software for facility maintenance
- Multi-tier supplier risk mapping
- Employee data tracking and performance management
- Industry-specific pricing rationale email generator
- Small business HR and payroll
- Vector database for generative AI
- Enterprise marketing automation
- EMR-based trial eligibility screening
- Real-time employee travel spend tracking for finance teams
- ELT platforms with CDC schema drift and automatic backfills
- Practice management software integrating passport scanners
- RPA document processing
- Warehouse software with AI-driven labor forecasting
- ASC 842 compliant lease accounting software
- Corporate IP address targeting
- White-label on-chain corporate rewards infrastructure
- Fund accounting software for endowment gift tracking
- Order management system for small warehouses
- Process discovery and mining software
- Corporate travel and expense management
- Lease accounting software
- Demand and inventory planning
- AI demand planning software for fashion retail
- Global tax compliance
- Cloud contact center operations
- Ambient clinical note generation
- Retained search firms for high-growth SaaS
- White-label delivery ordering system for local cafe chains
- Entity management software for enterprise corporate governance
- Virtual event tools with CRM and video integration
- Manage full-time employees and subcontractors in one schedule
- Production control software for high-mix low-volume job shops
- Software asset management for large enterprises
- LMS training data migration
- AI for smart grid optimization
- Manufacturing ERP integrated warehouse management system
- Integrated higher education student information systems
- FinOps tools with showback and chargeback workflows
- 3PL warehouse management
- Simulation AI for digital twins
- Electronic plan review software for multi-departmental collaboration
- RPA for financial reconciliation
- Integrated inspection software with workflow synchronization
- Enterprise identity and access management
- Demand forecasting
- EHR-integrated AI scribes
- Broad ehr system compatibility
- Global per diem and vat reclamation
- Warehouse foot traffic route optimization
- RFID inventory tracking systems for real-time visibility
- CRM for upsell and cross-sell tracking
- Healthcare CRM for patient management
- Competency-based education transcript system
- Industrial demand response aggregation
- Hardware security modules as a service for key management
- Automated corporate credit card reconciliation software
- Restaurant reservation and table management
- Housekeeping status updates
- Casino hotel gaming revenue optimization
- Conflict minerals traceability
- Construction job costing and billing
- Safety briefing automation
- Financial accounting software for manufacturing
- Enterprise subscription billing
- Transfer credit evaluation
- Water utility platforms for data quality and confidence detection
- Loyalty program software for physical retail chains
- Lightweight CRM for small sales teams
- Dedicated IP and deliverability consulting
- Event lead capture apps with CRM integration
- Database version control
- Tenant improvement budget management
- Provider credentialing
- Automated price yielding
- Webinar platforms with marketing automation
- CRM integration marketplace
- CRM for retail
- Smart water software with regulatory reporting and audit trails
- Low-code platform for CRM apps
- Forest management planning
- Real-time sales tax engine for recurring billing
- CRM user training
- Marketing-automated sales CRM
- Weather intelligence and predictive analytics for utilities
- Omnichannel marketing platform
- HRIS with performance management
- Invoice data extraction
- Real estate investment software with Monte Carlo simulations for development projects
- Compliance checklist engine for conflict-mineral and REACH regulations
- Remote patient monitoring platform for heart failure
- B2B marketing automation with attribution
- Inventory and asset tracking
- Warehouse control systems for autonomous mobile robots
- Timber supply chain logistics management
- Video interview platform with ATS integration
- Hazardous waste tracking
- Corporate payment processing
- Multi-cloud security management
- Supplier code of conduct questionnaires
- Shop floor work instructions
- Online ordering and delivery integrations
- Accounts payable automation
- Construction bid management
- ERP-to-ecommerce integration
- AML and KYC compliance
- Integrated workplace management system for facilities coordinators
- Enterprise GRC management
- ERP system for mid-sized companies
- Real-time manufacturing defect detection
- Data integration tools for regulated teams with regional private networking
- Corporate travel with carbon offsetting
- HIPAA-compliant medical transcription
- ABM with intent data
- Union payroll processing
- Log aggregation with ML grouping
- Database forensic examination services
- B2B and DTC warehouse management
- Large action model CRM navigators
- Business banking and accounting integration
- Automated payment reconciliation
- ETRM software for renewable energy portfolios
- Point-in-time recovery
- Zero-downtime database migration
- ESG data and reporting platform
- Customer identity resolution
- Rights and royalty management
- Customs documents from product specs
- International expense management
- Logistics emissions reporting
- Hybrid vector and keyword search
- AI construction safety monitoring
- Automated direct mail platforms
- Field service scheduling and dispatch
- Accounts receivable automation with physical mail
- API-first fleet charging and routing integration platforms
- Accounts receivable automation software
- Mainframe modernization or emulation services
- CRM marketing automation integration
- Bank account validation
- CEA farm management
- Corporate carbon footprint calculation
- Dedicated IP for high-volume sending
- Offline-capable CRM
- Natural language database querying
- Predictive churn modeling on cdp
- Audit and fraud data analytics
- Payroll accounting integration and automated GL posting
- HRIS-synced automated organizational charts
- Supplier discovery platforms with RFQ and landed cost comparison
- Cloud cost optimization
- No-code loan origination systems
- EUDR compliance software
- 360-degree feedback collection
- Cloud spend forecasting
- AI patient triage
- MES with operator touch screens
- CRM sales engagement tools
- Higher education fundraising CRM
- IT vendor management
- Mobile clinical apps
- Contract data extraction
- Data catalogs with automated lineage
- Structured clinical notes with billing codes
- Mainframe and COBOL modernization
- GIS-compatible pole asset management software
- Custom map tile generation
- Commercial microgrid battery storage
- Third-party vendor risk management
- HIPAA-compliant cloud infrastructure
- AI contract redlining and negotiation
- Cloud infrastructure visualization
- Business checking accounts
- E-commerce store migration tools
- Storage certification training
- Which firms supply database management systems to large-scale enterprises?on this questionAI picks Mongodb and 6 more about as oftenMentioned in 80%
- What companies offer database management solutions for big organizations?on this questionAI picks IBM and 4 more about as oftenMentioned in 81%
- We need to provide better self-service options for our utility customers. What's the best customer information system (CIS) with a modern customer portal?on this questionAI picks Oracle Utilities mostMentioned in 70%
- My goal is to automate our meter-to-cash process. What's the best Meter Data Management (MDM) system for a utility with millions of smart meters?on this questionAI picks Oracle Utilities mostMentioned in 52%
- We need to manage our customer billing and service orders. What's the best Customer Information System (CIS) specifically for water utilities?on this questionAI picks Oracle Utilities mostMentioned in 67%
How AI describes Oracle
Common descriptions
excellent · strong · robust · enterprise-grade · best · comprehensive
Tone of AI’s statements about Oracle
- Positive31%
- Neutral64%
- Mixed3%
- Negative2%
Oracle is the pick in 98% of AI’s recommendations.
How prominently AI mentions Oracle
Position in answers
- Named first8%
- 2nd or 3rd24%
- Later68%
Each engine’s share of its own answers across Oracle’s markets
- ChatGPT16%
- Google AI Mode10%
Insights for Oracle
Week of Oct 12–18 · Since Jul 5
Gap between platforms: A 8-point platform gap for Oracle in HR, Payroll & PEO Software
ChatGPTChatGPT16%Google AI ModeGoogle AI Mode8%- Gaining: Is mentioned in 4.5% of Customs Compliance Management Software AI answers, up from 1.7%
Gap between platforms: ChatGPT Search now mentions Oracle 10.2 points more often than Google AI Mode in Warehouse Management & Fulfillment Software, a narrowed gap
ChatGPTChatGPT41%Google AI ModeGoogle AI Mode31%
Track your brand free to see 7 more insights across 4 markets since Aug 2.
Sources AI cites
oracle.com 26%Other sites 74%
- Your site26%
- Oracle website (opens in a new tab) · 3%
- Utilities Customer Information Systems | Oracle (opens in a new tab) · 1%
- Utilities Meter Data Management | Oracle (opens in a new tab) · 1%
- Code Enforcement Software (opens in a new tab) · 1%
- Supply Chain Management (SCM) | Oracle (opens in a new tab) · 1%Lists Oracle
- Healthcare for ERP, SCM, and Financial Planning | Oracle (opens in a new tab) · 1%Lists Oracle
- Using AI in Predictive Maintenance: What You Need to Know (opens in a new tab) · 1%Leaves Oracle out
- Primavera P6 Enterprise Project Portfolio Management | Oracle (opens in a new tab) · <1%Lists Oracle
- AI in Warehouse Management: Impacts and Use Cases (opens in a new tab) · <1%Leaves Oracle out
- Primavera Unifier Project and Asset Management | Oracle (opens in a new tab) · <1%Lists Oracle
- Lists Oracle on 2 of 3 pages20%
- What are account hierarchies? (opens in a new tab) · 1%Leaves Oracle out
- Prepare for Upcoming Sales Meetings with AI-Generated Pre-Meeting Briefs (opens in a new tab) · 1%
- Overview of Role-Based Access Control (RBAC) (opens in a new tab) · <1%Lists Oracle
- Oracle Utilities Customer Cloud Service - Get Started (opens in a new tab) · <1%
- How Sales Users Gain Access to Sales Information (opens in a new tab) · <1%Lists Oracle
- Enterprise AI NL2SQL Quick Start Guide (opens in a new tab) · <1%
- Property Subleases (opens in a new tab) · <1%
- Talent Review (opens in a new tab) · <1%
- Resupply configuration described (opens in a new tab) · <1%
- What is IRT? (opens in a new tab) · <1%
- Lists Oracle on 3 of 5 pages3%
- Best Treasury Management Systems Reviews 2026 | Gartner Peer Insights (opens in a new tab) · 1%
- Best Supply Chain Planning Solutions Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%Lists Oracle
- Best Meter Data Management Systems Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%
- Best Utility Customer Information Systems Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%
- Best Warehouse Management Systems Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%Lists Oracle
- Best Enterprise Asset Management Software Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%
- Best Access Management (Transitioning to Customer Identity and Access Management (CIAM)) Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%
- Best Financial Close and Consolidation Solutions Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%Lists Oracle
- Best Supply Chain Management Suites Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%Leaves Oracle out
- Gartner Magic Quadrant for Supply Chain Planning Solutions (opens in a new tab) · <1%Leaves Oracle out
- 3%
- Opera Cloud PMS Tuturial PT 3: Check-in (opens in a new tab) · <1%
- Power intelligent agents with AI-native databases (opens in a new tab) · <1%
- How to Scrub Sensitive Data Before it Reaches Your LLM (opens in a new tab) · <1%
- Take advantage of APM data analytics to unlock usage ... (opens in a new tab) · <1%
- How AI Predicts Failures Before They Happen (opens in a new tab) · <1%
- MDMS(Meter Data Management System) Based on ... (opens in a new tab) · <1%
- Why your Agent needs Memory, not just context (opens in a new tab) · <1%
- Predictive Maintenance & Smart Sensors | AI for Reliable ... (opens in a new tab) · <1%
- Best Project Management Software For Construction (opens in a new tab) · <1%
- Lead the Change: Innovate with AI Built Into Your Database. ... (opens in a new tab) · <1%
- Leaves Oracle out2%
- Automate Graph Creation with Generative AI | database (opens in a new tab) · <1%
- Introducing Select AI – Natural Language to SQL Generation on Autonomous Database | machinelearning (opens in a new tab) · <1%
- Accelerate video operations with OCI Media Services | cloud-infrastructure (opens in a new tab) · <1%Leaves Oracle out
- Using OCI AI services to identify manufacturing line production defects | cloud-infrastructure (opens in a new tab) · <1%
- Graph RAG: Bring the Power of Graphs to Generative AI | database (opens in a new tab) · <1%
- Oracle AI Database Delivers Mission-Critical Agentic AI Built ... (opens in a new tab) · <1%
- Analyze billions of log records in seconds using log clustering | cloud-infrastructure (opens in a new tab) · <1%Leaves Oracle out
- Building an Enterprise-Ready NL2SQL System with Semantic ... (opens in a new tab) · <1%
- Oracle Delivers Sovereign AI Anywhere Using NVIDIA Accelerated Computing | cloud-infrastructure (opens in a new tab) · <1%
- Analysts and Influencers Comment on Oracle AI Database’s Agentic AI Capabilities | database (opens in a new tab) · <1%
- Lists Oracle on 2 of 2 pages1%
- Hospital ERP Software: Best Systems 2026 | ERP Research (opens in a new tab) · <1%Lists Oracle
- DCAA Compliant ERP for Defense Contractors (opens in a new tab) · <1%
- Aerospace & Defense ERP: AS9100 & ITAR | ERP Research (opens in a new tab) · <1%
- Oracle Cloud ERP for Manufacturing (2026) | ERP Research (opens in a new tab) · <1%Lists Oracle
- Treasury & Cash Management Add-ons for ERP — Compare Software (2026) | ERP Research (opens in a new tab) · <1%
- ERP Cloud vs SAP S/4HANA for Healthcare: 2026 Comparison | ERP Research (opens in a new tab) · <1%
- Nonprofit Accounting Software: Best Systems 2026 | ERP Research (opens in a new tab) · <1%
- Healthcare ERP Software: Best Systems 2026 (opens in a new tab) · <1%
- Best ERP WMS Systems: Top 10 Ranked (2026) | ERP Research (opens in a new tab) · <1%
- Healthcare & Life Sciences ERP Market Guide | ERP Research (opens in a new tab) · <1%
- Lists Oracle on 1 of 1 page1%
- Top 9 Healthcare ERP Systems for 2026 (opens in a new tab) · 1%Lists Oracle
- 1%
- Meter Data Management Software: Top Platforms Compared (opens in a new tab) · <1%
- 6 Best Cloud-Based Utility Platform 2026: CIS & Billing (opens in a new tab) · <1%
- Best Utilities Customer Information Systems for 2026 (opens in a new tab) · <1%
- Best Electric Utility Billing Software 2026 (7 Vendors) (opens in a new tab) · <1%
- AMI MDM Integration: How Smart Meters Connect to Billing (opens in a new tab) · <1%
- What is the 2026 Best Utility Billing Software? (opens in a new tab) · <1%
- Operations & Field Managers | SMART360 Utility Platform (opens in a new tab) · <1%
- Utility Management Glossary (opens in a new tab) · <1%
- 1%
- Fellow PMs, what is the best construction scheduling software tool that you know of? Looking for some options with pros & cons (opens in a new tab) · <1%
- What vendors are leading the cookieless space, who should I be looking to test? (opens in a new tab) · <1%
- Do companies need AI for text to sql if there is an enormous analytics and data science team? or is it for companies with fragmented data? : r/analytics (opens in a new tab) · <1%
- What are the best Semantic Layer products on the market? And how to evaluate a semantic layer? (opens in a new tab) · <1%
- Project Management Software (opens in a new tab) · <1%
- What project scheduling software do you use for civil ... - Reddit (opens in a new tab) · <1%
- What’s the best feature of an outage management system? (opens in a new tab) · <1%
- What ERP do you use in your hospital? Why do you love it or hate it? (opens in a new tab) · <1%
- Student Info Systems (opens in a new tab) · <1%
- 5 cloud providers that actually give you the most compute per ... (opens in a new tab) · <1%
- 1%
- Oracle rolls out AI agents for sales professionals | Reuters (opens in a new tab) · <1%
- Oracle reworks its suite of cloud software as 'agentic apps' (opens in a new tab) · <1%
- Oracle to provide cloud computing, AI services to Singapore military (opens in a new tab) · <1%
- Just in time? Manufacturers turn to AI to weather tariff storm (opens in a new tab) · <1%
The page AI cites most for Oracle