Latest snapshot2026-08-14USmethodology registry-public-v1
Scores use a trailing 30-day window and publish only after at least 7 contested Runs. Read the methodology
Category family
Data & Analytics
Brands
435
Integrations
590
Platform mix
Subcategories
Benchmark categories inside Data & Analytics.
16 categories
- Cloud Data Warehouses & Query EnginesIntegrations assigned to Cloud Data Warehouses & Query Engines within Data & Analytics.21Brands22IntegrationsView
- Self-Serve BI & Conversational AnalyticsIntegrations assigned to Self-Serve BI & Conversational Analytics within Data & Analytics.73Brands84IntegrationsView
- Sector, Macro & Alternative Data IntelligenceIntegrations assigned to Sector, Macro & Alternative Data Intelligence within Data & Analytics.32Brands34IntegrationsView
- Enterprise Data Connectors & MCP GatewaysIntegrations assigned to Enterprise Data Connectors & MCP Gateways within Data & Analytics.42Brands44IntegrationsView
- Product Analytics & ExperimentationIntegrations assigned to Product Analytics & Experimentation within Data & Analytics.24Brands31IntegrationsView
- Market & Competitive Intelligence DataIntegrations assigned to Market & Competitive Intelligence Data within Data & Analytics.51Brands59IntegrationsView
- Data Catalog, Governance & ObservabilityIntegrations assigned to Data Catalog, Governance & Observability within Data & Analytics.11Brands11IntegrationsView
- Video & Media Data UnderstandingIntegrations assigned to Video & Media Data Understanding within Data & Analytics.11Brands11IntegrationsView
- Data Validation & Normalization UtilitiesIntegrations assigned to Data Validation & Normalization Utilities within Data & Analytics.11Brands11IntegrationsView
- Academic Literature & Citation SearchIntegrations assigned to Academic Literature & Citation Search within Data & Analytics.9Brands12IntegrationsView
- ERP & Operational Business DataIntegrations assigned to ERP & Operational Business Data within Data & Analytics.19Brands20IntegrationsView
- Open & Public Statistics PortalsIntegrations assigned to Open & Public Statistics Portals within Data & Analytics.12Brands14IntegrationsView
- Scientific & Biomedical Research DataIntegrations assigned to Scientific & Biomedical Research Data within Data & Analytics.23Brands25IntegrationsView
- Geospatial & Spatial Analytics DataIntegrations assigned to Geospatial & Spatial Analytics Data within Data & Analytics.11Brands13IntegrationsView
- Web Search, Crawling & Extraction for AgentsIntegrations assigned to Web Search, Crawling & Extraction for Agents within Data & Analytics.15Brands37IntegrationsView
- Document & Message Field ExtractionIntegrations assigned to Document & Message Field Extraction within Data & Analytics.8Brands13IntegrationsView
Profiles in this Category
590 Integrations
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| Profile | Platform | Brand | Primary Category | Discoverability | Added |
|---|---|---|---|---|---|
| Vaisala Xweather | Weather & Environmental Alerts | tracked -- not yet scored | 2026-07-09 | ||
| Visier | People Analytics & Employee Experience | tracked -- not yet scored | 2025-11-14 | ||
| Windsor | Marketing & Commerce Data Integration | tracked -- not yet scored | 2026-01-12 | ||
| Wolfram | Prompt, Model & Compute Tooling | tracked -- not yet scored | 2026-05-20 | ||
| Uptimal | Ad Campaign Analytics & Reporting | Organic discovery is pending verificationGet notified when verified | 2026-07-13 | ||
| Upsolve AI | Self-Serve BI & Conversational Analytics | Organic discovery is pending verificationGet notified when verified | 2026-06-17 | ||
| Userbrain | Customer Feedback & Research Platforms | Organic discovery is pending verificationGet notified when verified | 2026-07-02 | ||
| Viberate | Sector, Macro & Alternative Data Intelligence | Organic discovery is pending verificationGet notified when verified | 2026-07-09 | ||
| Virtual Fly Brain | Scientific & Biomedical Research Data | Organic discovery is pending verificationGet notified when verified | 2026-07-21 | ||
| Voris | AI Search & LLM Visibility (AEO/GEO) | Organic discovery is pending verificationGet notified when verified | 2026-07-23 | ||
| Watching That | Ad Publisher Monetization | Organic discovery is pending verificationGet notified when verified | 2026-07-01 | ||
| Whatagraph | Ad Campaign Analytics & Reporting | Organic discovery is pending verificationGet notified when verified | 2026-07-31 | ||
| Wherobots | Geospatial & Spatial Analytics Data | Organic discovery is pending verificationGet notified when verified | 2026-06-17 | ||
| WitBee | Self-Serve BI & Conversational Analytics | Organic discovery is pending verificationGet notified when verified | 2026-07-31 | ||
| Wren AI | Self-Serve BI & Conversational Analytics | Organic discovery is pending verificationGet notified when verified | 2026-07-29 | ||
| Yogi | Customer Feedback & Research Platforms | Organic discovery is pending verificationGet notified when verified | 2026-07-09 | ||
| YourBI | Self-Serve BI & Conversational Analytics | Organic discovery is pending verificationGet notified when verified | 2026-07-31 | ||
| YPulse | Audience & Market Research | Organic discovery is pending verificationGet notified when verified | 2026-06-26 | ||
| Zernote | Customer Feedback & Research Platforms | Organic discovery is pending verificationGet notified when verified | 2026-07-03 | ||
| Zint | B2B Prospecting & Contact Data | Organic discovery is pending verificationGet notified when verified | 2026-06-29 | ||
| Zite | Business Data & Low-Code Apps | Organic discovery is pending verificationGet notified when verified | 2026-07-21 | ||
| Userbrain | Customer Feedback & Research Platforms | Organic discovery is pendingGet the score at launch | 2026-07-04 | ||
| VaDa SmartHouse | Utility & Energy Plan Comparison | Organic discovery is pendingGet the score at launch | 2026-08-13 | ||
| Waldo | Pending | Organic discovery is pendingGet the score at launch | 2026-06-19 | ||
| Waldo | AI Workflow Automation & iPaaS Platforms | Organic discovery is pendingGet the score at launch | 2026-07-20 | ||
| Webless | AI Search & LLM Visibility (AEO/GEO) | Organic discovery is pendingGet the score at launch | 2026-08-06 | ||
| Website Launches | Market & Competitive Intelligence Data | Organic discovery is pendingGet the score at launch | 2026-06-24 | ||
| Whack | Payroll, EOR & HR Operations | Organic discovery is pendingGet the score at launch | 2026-04-04 | ||
| Whatagraph | Ad Campaign Analytics & Reporting | Organic discovery is pendingGet the score at launch | 2026-06-17 | ||
| Windsock | Market & Competitive Intelligence Data | Organic discovery is pendingGet the score at launch | 2026-06-17 | ||
| Windsor | Pending | Organic discovery is pendingGet the score at launch | 2026-05-26 | ||
| Windsor | Marketing & Commerce Data Integration | Organic discovery is pendingGet the score at launch | 2026-06-29 | ||
| Windsor | Ad Campaign Analytics & Reporting | Organic discovery is pendingGet the score at launch | 2026-07-09 | ||
| VWO (Wingify) | Product Analytics & Experimentation | Organic discovery is pendingGet the score at launch | 2026-06-04 | ||
| Winnow | Self-Serve BI & Conversational Analytics | Organic discovery is pendingGet the score at launch | 2026-06-30 | ||
| WitCloud | Self-Serve BI & Conversational Analytics | Organic discovery is pendingGet the score at launch | 2026-06-17 | ||
| Wolfram | Pending | Organic discovery is pendingGet the score at launch | 2026-06-04 | ||
| Wolfram | Prompt, Model & Compute Tooling | Organic discovery is pendingGet the score at launch | 2026-05-22 | ||
| Zint | Market & Competitive Intelligence Data | Organic discovery is pendingGet the score at launch | 2026-05-28 | ||
| Zite | AI App & Website Builders | Organic discovery is pendingGet the score at launch | 2026-05-27 |
What belongs in Data & Analytics?
Data & Analytics lists profiles assigned to Data & Analytics in the public rollup. When a benchmark definition is available, the competitive view narrows to its member brands.
How are Data & Analytics profiles compared?
Profiles can appear in same-platform benchmark lineups once they have a benchmark home and public score. Cross-listed brands homed in another category appear when they measurably compete here, scored against this category's prompts. Private custom arenas are not published on category pages.
Which geography does this category use?
This page uses the geography attached to the latest public registry snapshot: US. Locale tags are not shown on public category pages.