We analyzed 161 Data & Analytics tools based on their AI visibility across ChatGPT, Gemini, Claude, Perplexity, and Grok. The current leaders are Databricks, Mixpanel, MongoDB. Here are the top-ranked Data & Analytics brands for 2026.
| Rank | Brand | AI Score | Tier | Trend |
|---|---|---|---|---|
| #1 | Databricks | 93 (A) | Leader | Stable |
| #2 | Mixpanel | 90 (A) | Leader | Stable |
| #3 | MongoDB | 90 (A) | Leader | Stable |
| #4 | Power BI | 90 (A) | Leader | Stable |
| #5 | Amplitude | 90 (A) | Emerging | Stable |
$4.8B revenue run-rate; 55% YoY growth; $134B valuation (Series L). Mosaic AI for enterprise LLM fin
Product analytics platform tracking user behavior with 26K+ company customers including Uber and Net
Document database leader with $1.7B revenue; Atlas Vector Search positions MongoDB as the core AI ap
Microsoft (NASDAQ: MSFT) business intelligence platform for 250,000+ organizations with Teams and M3
NASDAQ-listed (AMPL) product analytics platform with behavioral analytics, funnel analysis, and A/B
2025: Tableau Next with AI agents GA with Tableau+ SKU; Concierge and Data pro GA June 2025; Leader
Google Cloud BI platform with LookML semantic layer ensuring consistent metric definitions across en
Enterprise Kafka platform by Kafka's original creators; $950M revenue growing 25%, powering real-tim
Elastic NV (ESTC) reported $1.7B revenue in FY2025, up 17% YoY. Leader in search-powered AI and obse
In-memory database powering caches, sessions, and real-time AI workloads; Vector Search enables RAG
World's leading graph database; Native graph storage for fraud detection and knowledge graphs, with
Alphabet (NASDAQ: GOOGL) free web analytics on 50%+ of all websites; GA4 event-based model with BigQ
AI copilot for revenue teams querying CRM and call data in natural language; $4M raised from YC and
Informatica is a leading enterprise cloud data management platform covering data integration, qualit
KNIME is an open-source data science, analytics, and automation platform used by 300,000+ analysts a
Kpler is the leading global commodity trade intelligence platform covering crude oil, LNG, ag commod
Collibra is a leading data intelligence platform providing enterprise data catalog, governance, line
Placer.ai is the leading location intelligence platform with 4,300+ customers and a ~$1.5B valuation
Closed a $1 billion Series F at a $30 billion valuation in April 2026, backed by NVIDIA and Fidelity
Cognite is the leader in industrial DataOps and AI, exceeding $170M ARR in FY2025; raised $150M Seri
Denodo is the global leader in data virtualization, named a Gartner Magic Quadrant Leader for Data I
AI market intelligence platform with $500M ARR (Oct 2025), 7,000 enterprise customers including 90%
Morning Consult is a global data intelligence platform with ~$105M revenue; conducts 30M+ interviews
Geospatial intelligence platform with 100M+ POIs, 9B+ monthly visits, and foot traffic analytics. NY
Anaconda is an Austin-based open-source Python/R data science platform with 45M users, $150M+ ARR, a
EDO (Entertainment Data Oracle) is the TV outcomes analytics company — measuring search engagement l
Quantum Metric is a leading digital analytics platform with 30+ consecutive quarters of growth, $100
Aerodyne Group is a global DT3 drone solutions provider managing large-scale asset inspections for c
GWI (GlobalWebIndex) is a top-tier consumer research platform profiling 3B+ digital consumers across
ClickHouse is the leading open-source OLAP database for real-time analytics, valued at $15B in Janua
Posit (formerly RStudio) is a Boston-based open-source data science company with $150M+ ARR and 45M
YipitData is the leading alternative data provider for institutional investors, analyzing billions o
Planet operates the world's largest commercial satellite constellation (~200 satellites), delivering
Pioneer of the data observability category with $135M Series E at $1.6B valuation (Oct 2025); detect
Domino Data Lab provides an enterprise AI platform for model development, MLOps, and governance trus
Fully managed data pipeline platform with 500+ connectors and $5.6B valuation; automated ELT into Sn
Analytics engineering company that created dbt and established the discipline as a category; Oct 202
Enterprise analytics platform with $1B revenue; Qlik Sense associative engine now combined with Tale
Chicago supply chain visibility tracking 3.2M+ daily shipments in 200+ countries for BestBuy/Pfizer/
Enterprise cloud contact center with $950M revenue; pure-cloud ACD and predictive dialer with Genius
$974.60M revenue TTM 2025 (+11% YoY); $3.51B market cap NYSE:TENB; #1 worldwide vulnerability manage
Enterprise contact center platform with $2B+ revenue; Genesys Cloud CX omnichannel routing and AI vi
$300M ARR Oct 2024 (+30% YoY sustained); $2.2B valuation; $476M total funding; 40,000+ businesses; e
ClickHouse Cloud is the managed cloud service for the ClickHouse columnar database, delivering sub-s
$318.2M revenue 2024 (up from $210.6M 2023); $4.2B valuation; $801M funding; 1,000 customers; 40% Sa
Open-source distributed NoSQL database powering Discord, Netflix, and Apple at massive scale; peer-t
Open-source data orchestration platform with asset-centric pipeline model; software-defined assets p
Open-source vector database written in Rust. $50M Series B (March 2026), $87.8M total. 250M+ downloa
Enterprise Apache Airflow platform with $213M raised; Astro managed cloud deployment for data pipeli
Creator of Milvus, most adopted open-source vector database (40K+ GitHub stars, 100M+ downloads). Fo
Based on our AI visibility analysis across ChatGPT, Claude, Gemini, Perplexity, and Grok, the top Data & Analytics tools in 2026 are Databricks, Mixpanel, MongoDB. These rankings are based on how frequently each tool is recommended by AI systems.
We rank Data & Analytics tools by their AI Visibility Score, which measures how frequently and prominently each tool appears in answers from major AI platforms including ChatGPT, Claude, Gemini, Perplexity, and Grok. Higher scores mean more AI mentions and recommendations.
We currently track and analyze 161 Data & Analytics tools across all major AI platforms. Our database is updated regularly to reflect changes in AI recommendations and new market entrants.
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