What AI says about IBM
IBM provides enterprise software, consulting, hybrid cloud infrastructure, and AI tools such as watsonx. It is the usual answer when buyers seek solutions for legacy application modernization, COBOL-to-Java migration, code generation with IP indemnity, and professional data science certifications.
AI calls itenterprise-grade,comprehensive,gold standard,AI-powered,advanced,purpose-built
Since Jul 5Updated Nov 11, 2026Based on 23,167 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
10%
of AI answers about IBM and its rivals · since Jul 5
Based on 23,167 AI answers
- ChatGPT10%
- Google AI Mode9%
How often AI mentions IBM
of AI answers about IBM and its rivals
Track your brand free to see 13 weeks of history.
Use the left and right arrow keys to read each date.
Sep 14OctNov 2
- · ChatGPT switched to GPT-6 Luna
Insights for IBM
Week of Sep 21–27
- Slipping: Now ranks #21 in Utility Grid Management Software, down from #15
IBM products and brands in AI answers
BrandMentioned in
- Maximo3%
- Envizi2%
- Consulting1%
- Red Hat OpenShift1%
- Watson Natural Language Understanding1%
- Red Hat1%
- OpenPages with watsonx1%
- Red Hat Ansible Automation Platform1%
- SPSS Statistics1%
- QRadar SIEM1%
- Watson<1%
- Security<1%
- watsonx Orchestrate<1%
- Planning Analytics<1%
- Supply Chain Intelligence Suite<1%
- Maximo Real Estate & Facilities<1%
- Cloud<1%
- Research<1%
- Aspera<1%
- Watson Natural Language Understanding<1%
- NS1 Connect<1%
- MaaS360<1%
- Instana Observability<1%
- Cognos Analytics<1%
Markets where AI mentions IBM
Mentioned inLowHighFew answers
All marketsChatGPTGoogle AI Mode
- Quantum Computing & Analytics ProductsChatGPTGoogle AI Mode
- Energy Asset Management SolutionsChatGPTGoogle AI Mode
- Enterprise Cloud Migration & ModernizationChatGPTGoogle AI Mode
- Industrial Asset & MES SoftwareChatGPTGoogle AI Mode
- CMMS and Facilities Maintenance SoftwareChatGPTGoogle AI Mode
- Cloud FinOps Optimization PlatformsChatGPTGoogle AI Mode
- Cloud FinOps Management PlatformsChatGPTGoogle AI Mode
- Explainable AI & Model Monitoring PlatformsChatGPTGoogle AI Mode
- Enterprise GIS and Mapping SoftwareChatGPTGoogle AI Mode
- Industrial Predictive Maintenance MonitoringChatGPT
- Workplace Management Software PlatformsChatGPTGoogle AI Mode
- Utility Grid Management SoftwareChatGPT
Topics where AI mentions IBM
TopicMentioned in · on this topicRank
- Identity and device management
- Integrated workplace management system for facilities coordinators
- Maintenance playbook generator for asset health data
- Monolith refactoring and modernization
- GIS-compatible pole asset management software
- Large-diameter water main inspection
- Intermediate software courses
- Hardware for spiking neural networks
- Predictive maintenance anomaly detection
- Managed DNS with DDoS protection
- Global integrated workplace management software
- Data science training programs
- Feature-level cloud cost attribution
- AI for smart grid optimization
- Cloud cost visibility
- Quantum circuit and algorithm software
- IIoT platform for rotating equipment
- REST to GraphQL conversion tools
- SEC climate disclosure compliance
- Interpretable maintenance models
- Cloud cost governance software
- Mainframe modernization or emulation services
- ESG and financial reporting integration
- Enterprise RAG and fine-tuning
- Simulation AI for digital twins
- Multi-cloud virtual tagging
- ESG software with TCFD frameworks
- Managed file transfer software
- RPA for legacy banking systems
- Predictive maintenance software for HVAC chillers with sensor integration
- Automated compliance remediation
- Cloud-native API gateway
- Storage area network for virtualized environments
- Data and cyber certification programs
- AI model explainability tools
- Automated emission factor updates
- Heavy industry carbon accounting
- Fraud investigation management
- Enterprise cloud cost management
- Time-series synthetic data generators for financial modeling
- Asset maintenance tagging software
- ESG data and reporting platform
- Enterprise cryptographic key management platform
- AI red teaming services for image recognition model security
- Online learning platform for Canadian university students
- Cloud cost allocation by team
- UEM for large distributed enterprises
- Vegetation notification mapping
- Legacy code modernization
- Cloud spend forecasting
- Complex document parsing
- AI co-pilots for SOC analysts
- Asset management software for sewer and stormwater networks
- Observability platforms for serverless and microservices
- Industrial thermal monitoring analytics platforms
- FinOps tools with showback and chargeback workflows
- Managed DNS provider with DDoS protection and API
- Technical specification summarization
- Energy bill analysis tool
- Containerized workload chargeback
- Application dependency mapping
- Compliant ELT pipelines
- Mainframe and COBOL modernization
- Identity governance and compliance
- Interactive document q&a
- Service map and dependency visualization tools
- Integrated inspection software with workflow synchronization
- PDF to structured data API for RAG
- Observability tools with noise-reducing alerting intelligence
- Network performance monitoring
- Digital forensics service providers
- Storage certification training
- ESG reporting and compliance
- Enterprise predictive model registry and governance tool
- Scope 3 emissions tracking
- AI policy template providers with version tracking
- CMMS for manufacturing plant managers
- CRM with automated public works routing
- Storage performance and capacity monitoring
- RPA platforms with native NLP
- Mobile device management software
- Oil & gas carbon accounting
- LMS training data migration
- Multi-cloud infrastructure as code tool
- Enterprise LLM fine-tuning and RAG
- Software asset management for large enterprises
- Professional services for zero-downtime SaaS migration
- Audit trail and compliance tracking
- Water utility analytics platforms for integrated data
- Data lineage tool for enterprise stacks
- Office pool hosting with security features
- Capital expenditure planning software for facility maintenance
- Enterprise RPA platforms
- Data observability platform for enterprise scale
- Hybrid cloud management and governance
- Financed emissions calculation
- Rental property management software
- Change management services for human-centric AI adoption
- Network event correlation tool for NOC technicians
- Rapid disaster recovery
- Automated multi-state regulatory compliance management system
- Enterprise-grade petabyte-scale object storage
- Application monitoring platforms for integrated incident management
- Video transcoding
- Space management software for facilities managers
- Enterprise financial planning software
- Predictive maintenance for industrial HVAC
- MDM compatible rugged tablet
- Narrative builder for emissions reporting compliance
- Compliance automation and endpoint management
- Academic ctms for investigator-initiated trials
- AI log summarization
- Advanced software engineering bootcamps
- GIS-centric asset management
- Automated code documentation
- Mobile CAFM app for asset tracking and repair history
- Fraud detection platform for social connection and claim history analysis
- Document parsing for LLM pipelines
- Hardware security modules as a service for key management
- Safety briefing automation
- Conflict minerals traceability
- Data catalogs with automated lineage
- Corporate carbon footprint calculation
- RPA document processing
- AI strategy consultancies for architectural vendor evaluation
- AI query optimization tool for data warehouses
- Process discovery and mining software
- Cloud service provider
- Web application firewalls
- Buy vs build AI consulting
- Healthcare federated learning infrastructure
- Automated reserved instance purchasing
- Security automation platforms
- Software development agencies
- Cloud cost governance
- Kubernetes cost management
- Log aggregation with ML grouping
- Server patch management
- Document table extraction
- Data analyst training programs
- Secure 5G enterprise mobile devices
- Cloud and compute emissions tracking
- Utility gis for asset digitization
- Product carbon footprinting and LCA
- Predictive maintenance platforms with edge and cloud processing for intermittent connectivity
- Generative AI policy generators with granular role controls
- LLM-as-a-judge evaluation frameworks
- Bare metal server pricing
- Enterprise data integration and ELT
- AI strategy advisors for pilot scaling
- Enterprise IT asset management software
- Enterprise GRC management
- Airport infrastructure digital twins
- HSM management services for PCI compliance
- Differential privacy providers for GDPR-compliant synthetic data
- Legal hold and retention management
- EMR-based trial eligibility screening
- Financial services risk management
- Security threat detection for log management
- CAM reconciliation auditing
- Managed enterprise RAG platform
- Maintenance contract management software for auto-scheduling
- Change management consulting for ERP implementations
- Pipeline integrity management software
- Automated AI red teaming
- Maintenance work order software
- Regulatory change monitoring
- Point-in-time recovery
- Hyper-local agricultural weather forecasting service
- Online courses for digital skills
- Multi-agent orchestration
- API-first AI customer support bot builder
- Data discovery and classification
- Automated cloud waste cleanup
- AI application vulnerability testing
- Business process management and workflow automation
- Environmental management systems
- Document AI for tabular data
- Lean consulting firms
- Dataset auditing for poisoned data
- OT/ICS security for manufacturing
- Compliance and regulatory management software
- Pay equity audit statistical regression software
- Prompt management software with guardrails
- Demand and inventory planning
- Hybrid security visibility
- Zero trust architecture consultants
- Alert noise reduction
- FP&A software
- Autonomous robot coordination
- Coding programs for cybersecurity careers
- Privacy-protected synthetic data
- Database migration workflows
- Long-horizon research capital
- Oil and gas carbon accounting
- Audit and fraud data analytics
- API monetization
- Omnichannel return management software
- Security policy management
- Handwriting recognition OCR
- AI document extraction
- Cybersecurity analyst training program
- Demand forecasting
- Edge AI accelerators
- HPC and AI workload execution
- FIDO2 passwordless IAM platforms
- Identity provider integrated PAM
- SBOM signing and build provenance
- University-endorsed practical cybersecurity training
- Scalable unstructured data processing for legacy file servers
- Data and concept drift monitoring
- Sentiment and topic analysis APIs
- Automated data cleaning tools
- Career change certifications
- Adversarial AI testing services
- AI acceptable use policy generation
- Non-revenue water leak detection
QuestionMost mentionedMentioned in
- As a learner targeting data engineering, which online programs focus on ETL, big data tools, and cloud data platforms instead of only analytics?on this questionIBM is the most-mentioned brandMentioned in 67%
- We need a centralized platform to manage the lifecycle of our energy generation assets, from procurement to decommissioning. What are the most recommended enterprise-grade software tools for full-lifecycle energy asset management?on this questionIBM shares the lead for mentions with 5 moreMentioned in 58%
- My goal is to manage our enterprise assets from power plants to poles. What is the best Enterprise Asset Management (EAM) system built for the energy sector?on this questionIBM Maximo shares the lead for mentions with 2 moreMentioned in 40%
IBM in AI answers
1 of 8
Which FinOps platforms support budgets forecasts and accountable variance explanations across many business units and cloud accounts?
ChatGPTChatGPT· Nov 11, 2026
IBM Apptio Cloudability, Finout, Flexera One, and Yarken at the top of the evaluation list.
Google AI ModeGoogle AI Mode· Nov 5, 2026
IBM Apptio Cloudability : Uses custom Views to slice and organize spending across multi-cloud accounts
Sites AI cites
- Your site36%
- IBM (opens in a new tab) · 2%Lists IBM
- Maximo Application Suite | IBM (opens in a new tab) · 1%Leaves IBM out
- Weathering the storm: Why outage prediction is the future of grid resiliency | IBM (opens in a new tab) · 1%
- IBM Outage Prediction - IBM Documentation (opens in a new tab) · 1%Leaves IBM out
- Energy and Utilities Asset Management Software | IBM Maximo Application Suite (opens in a new tab) · 1%Leaves IBM out
- What are chatbots for HR? | IBM (opens in a new tab) · 1%
- What is AI demand forecasting? | IBM (opens in a new tab) · 1%Leaves IBM out
- Asset Performance Management Software | IBM Maximo Application Suite (opens in a new tab) · 1%Leaves IBM out
- What Is COBOL Modernization? | IBM (opens in a new tab) · 1%
- What is Explainable AI (XAI)? | IBM (opens in a new tab) · 1%
- 3%
- Refactoring COBOL to Java with Agentic AI with an Iterative ... (opens in a new tab) · <1%
- The Rise of Autonomous Self-Driving Laboratories (opens in a new tab) · <1%
- Oil & Gas Asset Lifecycle Management: Navigating Challenges ... (opens in a new tab) · <1%
- Maximize asset productivity with AI | C3 AI Reliability - YouTube (opens in a new tab) · <1%
- How to build a synthetic data generation tool from scratch ... (opens in a new tab) · <1%
- The COMPLETE Data Analyst Course That Gets You Hired (opens in a new tab) · <1%
- AWS Mainframe Modernization Overview | Amazon Web Services (opens in a new tab) · <1%
- How I Would Learn Cyber Security If I Could Start Over in ... (opens in a new tab) · <1%
- Migrating from COBOL with AI: A Moonshot Demo - Julia Kordick (opens in a new tab) · <1%
- AI in Inventory Management: Modern Methods ... (opens in a new tab) · <1%
- Your site2%
- Enterprise-Scale COBOL-to-Java Translation: LLMs Augmented with Program Analysis for ICSE 2026 - IBM Research (opens in a new tab) · <1%
- Application modernization with IBM generative AI - IBM Research (opens in a new tab) · <1%
- How neuromorphic computing takes inspiration from our brains - IBM Research (opens in a new tab) · <1%
- NIST’s post-quantum cryptography standards are here - IBM Research (opens in a new tab) · <1%
- Watsonx Code Assistant for Z is the Rosetta Stone for COBOL - IBM Research (opens in a new tab) · <1%
- SMI-TED: A large-scale foundation model for materials and chemistry for ICLR 2025 - IBM Research (opens in a new tab) · <1%
- Open-source large-scale foundation model for chemistry for ACS Spring 2025 - IBM Research (opens in a new tab) · <1%
- IBM Research Trustworthy AI (opens in a new tab) · <1%
- IBM Research’s new NorthPole AI chip - IBM Research (opens in a new tab) · <1%
- What is retrieval-augmented generation (RAG)? - IBM Research (opens in a new tab) · <1%
- 2%
- IBM Data Engineering Professional Certificate | Coursera (opens in a new tab) · 1%
- IBM Data Analyst Professional Certificate | Coursera (opens in a new tab) · <1%
- Best Data Storage Courses & Certificates [2026] | Coursera (opens in a new tab) · <1%
- IBM Data Science Professional Certificate | Coursera (opens in a new tab) · <1%
- 4 Types of Big Data Technologies (+ Management Tools) (opens in a new tab) · <1%
- 7 Career Paths for a Certified Data Professional | Coursera (opens in a new tab) · <1%
- Your Guide to Data Science Certifications in 2026 | Coursera (opens in a new tab) · <1%
- A Beginner’s Guide to Explainable AI and Its Role in Building Trust in AI Systems | Coursera (opens in a new tab) · <1%
- How to Get into Cybersecurity: 2026 Career Guide - Coursera (opens in a new tab) · <1%
- 8 Popular Cybersecurity Certifications in 2026 | Coursera (opens in a new tab) · <1%
- Lists IBM on 2 of 5 pages2%
- Best Integrated Workplace Management Systems Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%
- Best AI-Augmented Code Modernization Tools Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%Leaves IBM out
- Best Cloud Financial Management Tools Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%Lists IBM
- Best Enterprise Asset Management Software Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%Leaves IBM out
- Domain-Specific Language Models: GenAI as a Precision Tool (opens in a new tab) · <1%
- Critical Capabilities for Cloud Database Management Systems for ... (opens in a new tab) · <1%
- Gartner Magic Quadrant for Financial Planning Software (opens in a new tab) · <1%Leaves IBM out
- Gartner Magic Quadrant for Cloud Database Management Systems (opens in a new tab) · <1%
- Gartner Magic Quadrant for AI Governance Platforms (opens in a new tab) · <1%
- Best AI Governance Platforms Reviews 2026 | Gartner Peer Insights (opens in a new tab) · <1%Lists IBM
- 2%
- IBM taps AI to translate COBOL code to Java | TechCrunch (opens in a new tab) · <1%
- What kind of requirements management tools do you use? (opens in a new tab) · <1%
- I'm looking for an AI tool that would create a basic financial forecast. Is there anything out there? (opens in a new tab) · <1%
- Will AI Replace Call Center Jobs or Just Enhance Human ... (opens in a new tab) · <1%
- AI-300 Prep Tip: Data Drift (Preview) is Retired, Use Model Monitor Instead (opens in a new tab) · <1%
- 2024 review of OCR tools extracting text from handwritten forms and documents (opens in a new tab) · <1%
- reddit.com (opens in a new tab) · <1%
- Reddit (opens in a new tab) · <1%
- Reddit - Prove your humanity (opens in a new tab) · <1%
- Weekly Entering & Transitioning - Thread 18 May, 2026 - 25 May, 2026 (opens in a new tab) · <1%
- Leaves IBM out1%
- Best ESG Reporting Software Platforms in 2026 (opens in a new tab) · <1%Leaves IBM out
- Top Requirement Management Tools for Business Analysts | Arun Paulose posted on the topic | LinkedIn (opens in a new tab) · <1%
- I just asked ChatGPT to rank AI companies in terms of who was displaying the most ethical thinking. | Gregor Findlay (opens in a new tab) · <1%
- How to Modernize Your Mainframe with AI: A Step ... - LinkedIn (opens in a new tab) · <1%
- AI-powered workforce infiltration threat to system integrity | Ken Schumacher posted on the topic (opens in a new tab) · <1%
- “With AI, teams can modernize their COBOL ... - LinkedIn (opens in a new tab) · <1%
- 5 data analytics certificates to consider in 2026 - LinkedIn (opens in a new tab) · <1%
- The "Black Swan" Liability: Why Your Predictive Model Broke During the Last Supply Chain Shock (opens in a new tab) · <1%
- Edge AI – What is it and how does it Work? (opens in a new tab) · <1%
- Ethical AI in Action: Real-World Case Studies (opens in a new tab) · <1%
- 1%
- From COBOL to Cloud: 3 Companies That Nailed It in 2026 (opens in a new tab) · <1%
- IBM’s AI-Driven Modernization: Converting COBOL to Java and ... (opens in a new tab) · <1%
- AI Agents: The Future of Autonomous Enterprise Work (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%
- Artificial Intelligence and the Black Swan - Medium (opens in a new tab) · <1%
- 🚀 Taking My SOC Home Lab to the Next Level with AI-Powered Log Analysis (opens in a new tab) · <1%
- AI for Legacy Code Refactoring: From COBOL to Cloud‑Native | by Neeraj Aggarwal | Medium (opens in a new tab) · <1%
- Medium (opens in a new tab) · <1%
- THE DIGITAL DETECTIVE: THE FORENSIC ANALYST (opens in a new tab) · <1%
- AI Can Read Your COBOL. It Still Can't Run Your Bank. | (opens in a new tab) · <1%
- Lists IBM on 2 of 2 pages1%
- AI, ITAM, FinOps & SaaS Cost Platform | Flexera One (opens in a new tab) · <1%Lists IBM
- IT Asset Management (ITAM) Software | Flexera (opens in a new tab) · <1%Lists IBM
- Optimize SaaS spend and utilization with Flexera One SaaS Management (opens in a new tab) · <1%
- Software License Audit and Compliance Solutions | Flexera (opens in a new tab) · <1%
- Strategic Software Vendor Management Solutions | Flexera (opens in a new tab) · <1%
- Strategic Software License Management & Cost Optimization | Flexera (opens in a new tab) · <1%
- FlexNet Manager Software License Optimization | Flexera (opens in a new tab) · <1%
- IBM License Management & ILMT Solutions | Flexera (opens in a new tab) · <1%
