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.20Brands21IntegrationsView
- Self-Serve BI & Conversational AnalyticsIntegrations assigned to Self-Serve BI & Conversational Analytics within Data & Analytics.67Brands77IntegrationsView
- Sector, Macro & Alternative Data IntelligenceIntegrations assigned to Sector, Macro & Alternative Data Intelligence within Data & Analytics.30Brands32IntegrationsView
- Enterprise Data Connectors & MCP GatewaysIntegrations assigned to Enterprise Data Connectors & MCP Gateways within Data & Analytics.42Brands43IntegrationsView
- Product Analytics & ExperimentationIntegrations assigned to Product Analytics & Experimentation within Data & Analytics.24Brands30IntegrationsView
- Market & Competitive Intelligence DataIntegrations assigned to Market & Competitive Intelligence Data within Data & Analytics.50Brands56IntegrationsView
- Data Catalog, Governance & ObservabilityIntegrations assigned to Data Catalog, Governance & Observability within Data & Analytics.12Brands12IntegrationsView
- 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.4Brands4IntegrationsView
- Academic Literature & Citation SearchIntegrations assigned to Academic Literature & Citation Search within Data & Analytics.9Brands11IntegrationsView
- 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.11Brands12IntegrationsView
- Web Search, Crawling & Extraction for AgentsIntegrations assigned to Web Search, Crawling & Extraction for Agents within Data & Analytics.15Brands19IntegrationsView
- 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 |
|---|---|---|---|---|---|
| Nimble | Web Search, Crawling & Extraction for Agents | tracked -- not yet scored | 2026-06-07 | ||
| Anthropic | Open & Public Statistics Portals | tracked -- not yet scored | 2026-01-07 | ||
| Omni | Self-Serve BI & Conversational Analytics | tracked -- not yet scored | 2026-03-08 | ||
| OpenTargets | Biomedical & Pharma Research Intelligence | tracked -- not yet scored | 2026-01-12 | ||
| OpenReplay | Pending | tracked -- not yet scored | 2026-06-24 | ||
| Origin | Observability, Monitoring & Incident Response | tracked -- not yet scored | 2026-06-14 | ||
| Bygravity | Self-Serve BI & Conversational Analytics | tracked -- not yet scored | 2026-04-14 | ||
| Owkin | Scientific & Biomedical Research Data | tracked -- not yet scored | 2026-01-12 | ||
| Oxford Economics | Sector, Macro & Alternative Data Intelligence | tracked -- not yet scored | 2026-07-09 | ||
| Peec | AI Search & LLM Visibility (AEO/GEO) | tracked -- not yet scored | 2026-04-17 | ||
| Pendo | Product Analytics & Experimentation | tracked -- not yet scored | 2026-01-08 | ||
| HG Insights | Buyer & Account Intelligence Signals | tracked -- not yet scored | 2026-05-13 | ||
| Pigment | Financial Planning & FP&A Analytics | tracked -- not yet scored | 2026-01-23 | ||
| PitchBook | Private Markets, Deals & Expert Networks | tracked -- not yet scored | 2025-11-12 | ||
| MyRace | Sports Scores, Stats & Fantasy | Organic discovery is pending verificationGet notified when verified | 2026-07-31 | ||
| New Vintage | Self-Serve BI & Conversational Analytics | Organic discovery is pending verificationGet notified when verified | 2026-08-13 | ||
| Newsflash | Market & Competitive Intelligence Data | Organic discovery is pending verificationGet notified when verified | 2026-07-28 | ||
| Nextatlas | Competitive & Market Intelligence | Organic discovery is pending verificationGet notified when verified | 2026-07-31 | ||
| Noibu | Product Analytics & Experimentation | Organic discovery is pending verificationGet notified when verified | 2026-08-06 | ||
| NorData | Market & Competitive Intelligence Data | Organic discovery is pending verificationGet notified when verified | 2026-08-05 | ||
| Hyran.ai | Property Valuation & Appraisal | Organic discovery is pending verificationGet notified when verified | 2026-07-16 | ||
| Blues | Self-Serve BI & Conversational Analytics | Organic discovery is pending verificationGet notified when verified | 2026-07-28 | ||
| NyquistAI | Regulated-Industry Compliance & Regulatory Research | Organic discovery is pending verificationGet notified when verified | 2026-06-30 | ||
| Orb | Observability, Monitoring & Incident Response | Organic discovery is pending verificationGet notified when verified | 2026-07-27 | ||
| OutlierKit | Video & Media Data Understanding | Organic discovery is pending verificationGet notified when verified | 2026-08-07 | ||
| Outset | Customer Feedback & Research Platforms | Organic discovery is pending verificationGet notified when verified | 2026-06-26 | ||
| Oviond | Ad Campaign Analytics & Reporting | Organic discovery is pending verificationGet notified when verified | 2026-08-06 | ||
| OWOX | Self-Serve BI & Conversational Analytics | Organic discovery is pending verificationGet notified when verified | 2026-07-03 | ||
| Paddock Finance | Market & Competitive Intelligence Data | Organic discovery is pending verificationGet notified when verified | 2026-08-05 | ||
| Pappers | Market & Competitive Intelligence Data | Organic discovery is pending verificationGet notified when verified | 2026-07-29 | ||
| Parse.ly | Product Analytics & Experimentation | Organic discovery is pending verificationGet notified when verified | 2026-07-28 | ||
| Patsnap | IP, Patent & Trademark Tools | Organic discovery is pending verificationGet notified when verified | 2026-07-27 | ||
| Peaka | Enterprise Data Connectors & MCP Gateways | Organic discovery is pending verificationGet notified when verified | 2026-08-04 | ||
| Placer.ai | Geomarketing & Location Intelligence | Organic discovery is pending verificationGet notified when verified | 2026-08-11 | ||
| NyquistAI | Biomedical & Pharma Research Intelligence | Organic discovery is pendingGet the score at launch | 2026-03-24 | ||
| Omni | Self-Serve BI & Conversational Analytics | Organic discovery is pendingGet the score at launch | 2026-04-02 | ||
| Omni | Pending | Organic discovery is pendingGet the score at launch | 2026-06-19 | ||
| OriginalVoices | Audience & Market Research | Organic discovery is pendingGet the score at launch | 2025-12-29 | ||
| OWOX | Self-Serve BI & Conversational Analytics | Organic discovery is pendingGet the score at launch | 2026-07-02 | ||
| PagePulse | SEO Rank Tracking & Keyword Research | Organic discovery is pendingGet the score at launch | 2026-05-23 | ||
| Particl | Pending | Organic discovery is pendingGet the score at launch | 2026-06-19 | ||
| Particl | Competitive & Market Intelligence | Organic discovery is pendingGet the score at launch | 2026-04-16 | ||
| Patent.dev | IP, Patent & Trademark Tools | Organic discovery is pendingGet the score at launch | 2026-05-23 | ||
| Patsnap | IP, Patent & Trademark Tools | Organic discovery is pendingGet the score at launch | 2026-08-02 | ||
| Pendo | Product Analytics & Experimentation | Organic discovery is pendingGet the score at launch | 2026-07-15 | ||
| Pet Project Co Founder | Audience & Market Research | Organic discovery is pendingGet the score at launch | 2026-05-20 | ||
| Pheedback | Customer Feedback & Research Platforms | Organic discovery is pendingGet the score at launch | 2026-06-05 | ||
| PitchBook | Private Markets, Deals & Expert Networks | Organic discovery is pendingGet the score at launch | 2026-04-09 | ||
| PitchBook | Pending | Organic discovery is pendingGet the score at launch | 2026-05-26 | ||
| Placer.ai | Market & Competitive Intelligence Data | Organic discovery is pendingGet the score at launch | 2026-08-14 |
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.