Category: Data & Analytics
For B2B buyers, discovery no longer happens in one place. Buyers still build shortlists through memory, trust, and peer signals. And now AI systems shape what buyers see first. The TOM Index, research and methodology by StudioNorth, ranks brands on both: Top of Mind and Top of Model.
Index data updated October 2026.
Technology
Cybersecurity 361 Data and Analytics ✓ 636 Enterprise Applications 847 Infrastructure 337 Networking 405 Solution Providers 935Healthcare
Clinical Documentation 667 Diagnostic Imaging 696 Patient Engagement 760 Revenue Cycle 734 Telehealth 846
| Analysis | Snapshot | |||||
|---|---|---|---|---|---|---|
| 1 | Databricks | 60.0 | 61.8 | 60.9 | View Snapshot | |
| 2 | Snowflake | 61.7 | 56.1 | 58.9 | Request Analysis | View Snapshot |
| 3 | Microsoft | 63.3 | 49.0 | 56.2 | Request Analysis | View Snapshot |
| 4 | 56.7 | 39.4 | 48.0 | Request Analysis | View Snapshot | |
| 5 | Atlan | 68.3 | 26.9 | 47.6 | Request Analysis | View Snapshot |
| 6 | Monte Carlo | 70.0 | 23.8 | 46.9 | Request Analysis | View Snapshot |
| 7 | Confluent | 63.3 | 27.8 | 45.5 | Request Analysis | View Snapshot |
| 8 | Cube | 63.3 | 27.2 | 45.3 | Request Analysis | View Snapshot |
| 9 | Apache Iceberg | 90.0 | 0.5 | 45.3 | Request Analysis | View Snapshot |
| 10 | Fivetran | 63.3 | 27.2 | 45.3 | Request Analysis | View Snapshot |
| 11 | dbt Labs | 63.3 | 26.9 | 45.1 | Request Analysis | View Snapshot |
| 12 | Informatica | 60.0 | 28.0 | 44.0 | Request Analysis | View Snapshot |
| 13 | AtScale | 66.7 | 20.9 | 43.8 | Request Analysis | View Snapshot |
| 14 | dbt | 68.3 | 18.2 | 43.3 | Request Analysis | View Snapshot |
| 15 | Collibra | 58.3 | 27.2 | 42.8 | Request Analysis | View Snapshot |
| 16 | AWS | 55.0 | 29.3 | 42.2 | Request Analysis | View Snapshot |
| 17 | FinOps Foundation | 83.3 | 0.9 | 42.1 | Request Analysis | View Snapshot |
| 18 | Team Topologies | 83.3 | 0.8 | 42.0 | Request Analysis | View Snapshot |
| 19 | Looker | 58.3 | 24.3 | 41.3 | Request Analysis | View Snapshot |
| 20 | MIT Center for Information Systems Research | 81.7 | 0.8 | 41.2 | Request Analysis | View Snapshot |
| 21 | Apache Software Foundation (Spark) | 81.7 | 0.3 | 41.0 | Request Analysis | View Snapshot |
| 22 | OpenLineage | 81.7 | 0.3 | 41.0 | Request Analysis | View Snapshot |
| 23 | Debezium | 76.7 | 4.6 | 40.6 | Request Analysis | View Snapshot |
| 24 | ThoughtSpot | 56.7 | 24.2 | 40.4 | Request Analysis | View Snapshot |
| 25 | Airbyte | 56.7 | 23.8 | 40.2 | Request Analysis | View Snapshot |
| 26 | Alation | 60.0 | 20.4 | 40.2 | Request Analysis | View Snapshot |
| 27 | Immuta | 71.7 | 7.9 | 39.8 | Request Analysis | View Snapshot |
| 28 | Apache Kafka | 78.3 | 0.8 | 39.5 | Request Analysis | View Snapshot |
| 29 | Apache Airflow | 76.7 | 1.2 | 38.9 | Request Analysis | View Snapshot |
| 30 | Storytelling with Data | 76.7 | 1.1 | 38.9 | Request Analysis | View Snapshot |
| 31 | Airflow | 76.7 | 0.9 | 38.8 | Request Analysis | View Snapshot |
| 32 | Trino | 68.3 | 9.0 | 38.7 | Request Analysis | View Snapshot |
| 33 | Tableau | 51.7 | 25.5 | 38.6 | Request Analysis | View Snapshot |
| 34 | Sigma | 71.7 | 5.3 | 38.5 | Request Analysis | View Snapshot |
| 35 | MIT CDOIQ Program | 75.0 | 1.3 | 38.2 | Request Analysis | View Snapshot |
| 36 | Snowplow | 75.0 | 0.4 | 37.7 | Request Analysis | View Snapshot |
| 37 | Dagster | 70.0 | 5.3 | 37.6 | Request Analysis | View Snapshot |
| 38 | Carnegie Mellon University | 71.7 | 3.0 | 37.4 | Request Analysis | View Snapshot |
| 39 | MLflow | 73.3 | 1.3 | 37.3 | Request Analysis | View Snapshot |
| 40 | Apache Spark | 71.7 | 2.3 | 37.0 | Request Analysis | View Snapshot |
| 41 | Datafold | 70.0 | 3.9 | 37.0 | Request Analysis | View Snapshot |
| 42 | dbt Core | 73.3 | 0.3 | 36.8 | Request Analysis | View Snapshot |
| 43 | Amazon | 53.3 | 19.9 | 36.6 | Request Analysis | View Snapshot |
| 44 | Redpanda | 70.0 | 3.1 | 36.6 | Request Analysis | View Snapshot |
| 45 | Reltio | 70.0 | 3.0 | 36.5 | Request Analysis | View Snapshot |
| 46 | Excel | 71.7 | 1.3 | 36.5 | Request Analysis | View Snapshot |
| 47 | Delta Lake | 71.7 | 1.3 | 36.5 | Request Analysis | View Snapshot |
| 48 | BigQuery | 58.3 | 14.1 | 36.2 | Request Analysis | View Snapshot |
| 49 | International Association of Privacy Professionals | 71.7 | 0.8 | 36.2 | Request Analysis | View Snapshot |
| 50 | Tobiko Data | 71.7 | 0.4 | 36.1 | Request Analysis | View Snapshot |
| 51 | Gartner | 70.0 | 2.1 | 36.0 | Request Analysis | View Snapshot |
| 52 | DuckDB | 70.0 | 1.9 | 36.0 | Request Analysis | View Snapshot |
| 53 | Sigma Computing | 66.7 | 4.7 | 35.7 | Request Analysis | View Snapshot |
| 54 | Power BI | 58.3 | 13.0 | 35.7 | Request Analysis | View Snapshot |
| 55 | Anomalo | 68.3 | 2.5 | 35.4 | Request Analysis | View Snapshot |
| 56 | Google Cloud | 55.0 | 15.8 | 35.4 | Request Analysis | View Snapshot |
| 57 | Datadog | 61.7 | 9.0 | 35.3 | Request Analysis | View Snapshot |
| 58 | Eckerson Group | 66.7 | 3.9 | 35.3 | Request Analysis | View Snapshot |
| 59 | IAPP | 70.0 | 0.4 | 35.2 | Request Analysis | View Snapshot |
| 60 | Qlik | 53.3 | 16.9 | 35.1 | Request Analysis | View Snapshot |
| 61 | Onehouse | 63.3 | 6.7 | 35.0 | Request Analysis | View Snapshot |
| 62 | OpenMetadata | 66.7 | 3.3 | 35.0 | Request Analysis | View Snapshot |
| 63 | Data Mesh Learning Community | 68.3 | 1.5 | 34.9 | Request Analysis | View Snapshot |
| 64 | Acryl Data | 66.7 | 3.1 | 34.9 | Request Analysis | View Snapshot |
| 65 | Monte Carlo Data | 68.3 | 1.3 | 34.8 | Request Analysis | View Snapshot |
| 66 | Starburst | 63.3 | 6.2 | 34.8 | Request Analysis | View Snapshot |
| 67 | Apache Software Foundation | 63.3 | 6.1 | 34.7 | Request Analysis | View Snapshot |
| 68 | lakeFS | 68.3 | 0.9 | 34.6 | Request Analysis | View Snapshot |
| 69 | Feast | 61.7 | 7.5 | 34.6 | Request Analysis | View Snapshot |
| 70 | Apache Flink | 66.7 | 2.4 | 34.6 | Request Analysis | View Snapshot |
| 71 | Microsoft Fabric | 56.7 | 12.3 | 34.5 | Request Analysis | View Snapshot |
| 72 | European Data Protection Board | 68.3 | 0.4 | 34.4 | Request Analysis | View Snapshot |
| 73 | DuckDB Labs | 66.7 | 1.7 | 34.2 | Request Analysis | View Snapshot |
| 74 | Hightouch | 58.3 | 9.7 | 34.0 | Request Analysis | View Snapshot |
| 75 | Arize AI | 66.7 | 1.3 | 34.0 | Request Analysis | View Snapshot |
| 76 | SQLMesh | 66.7 | 1.2 | 33.9 | Request Analysis | View Snapshot |
| 77 | Trino Software Foundation | 65.0 | 2.8 | 33.9 | Request Analysis | View Snapshot |
| 78 | ClickHouse | 56.7 | 11.0 | 33.9 | Request Analysis | View Snapshot |
| 79 | BigID | 63.3 | 4.2 | 33.8 | Request Analysis | View Snapshot |
| 80 | DataHub | 58.3 | 9.2 | 33.7 | Request Analysis | View Snapshot |
| 81 | InfoSum | 66.7 | 0.8 | 33.7 | Request Analysis | View Snapshot |
| 82 | Snorkel AI | 66.7 | 0.8 | 33.7 | Request Analysis | View Snapshot |
| 83 | dlt | 66.7 | 0.6 | 33.7 | Request Analysis | View Snapshot |
| 84 | Unity Catalog | 66.7 | 0.5 | 33.6 | Request Analysis | View Snapshot |
| 85 | Databricks Unity Catalog | 65.0 | 2.2 | 33.6 | Request Analysis | View Snapshot |
| 86 | CloudZero | 66.7 | 0.4 | 33.6 | Request Analysis | View Snapshot |
| 87 | Tabular | 51.7 | 15.4 | 33.5 | Request Analysis | View Snapshot |
| 88 | Cube.dev | 66.7 | 0.3 | 33.5 | Request Analysis | View Snapshot |
| 89 | Posit | 65.0 | 2.0 | 33.5 | Request Analysis | View Snapshot |
| 90 | Solidatus | 63.3 | 3.6 | 33.4 | Request Analysis | View Snapshot |
| 91 | Profisee | 65.0 | 1.8 | 33.4 | Request Analysis | View Snapshot |
| 92 | Privacera | 60.0 | 6.2 | 33.1 | Request Analysis | View Snapshot |
| 93 | Dagster Labs | 65.0 | 1.2 | 33.1 | Request Analysis | View Snapshot |
| 94 | dbt Cloud | 65.0 | 1.2 | 33.1 | Request Analysis | View Snapshot |
| 95 | Acceldata | 61.7 | 4.5 | 33.1 | Request Analysis | View Snapshot |
| 96 | Amazon Web Services | 58.3 | 7.6 | 33.0 | Request Analysis | View Snapshot |
| 97 | Elementary Data | 65.0 | 0.9 | 32.9 | Request Analysis | View Snapshot |
| 98 | Unravel Data | 65.0 | 0.9 | 32.9 | Request Analysis | View Snapshot |
| 99 | BARC | 65.0 | 0.8 | 32.9 | Request Analysis | View Snapshot |
| 100 | Cube.js | 65.0 | 0.8 | 32.9 | Request Analysis | View Snapshot |
| 101 | MIT Sloan | 65.0 | 0.6 | 32.8 | Request Analysis | View Snapshot |
| 102 | Apache Pinot | 61.7 | 3.9 | 32.8 | Request Analysis | View Snapshot |
| 103 | Census | 58.3 | 7.2 | 32.8 | Request Analysis | View Snapshot |
| 104 | Langfuse | 65.0 | 0.4 | 32.7 | Request Analysis | View Snapshot |
| 105 | Marquez | 65.0 | 0.3 | 32.7 | Request Analysis | View Snapshot |
| 106 | Solace | 65.0 | 0.3 | 32.7 | Request Analysis | View Snapshot |
| 107 | Veza | 65.0 | 0.3 | 32.7 | Request Analysis | View Snapshot |
| 108 | Ataccama | 61.7 | 3.5 | 32.6 | Request Analysis | View Snapshot |
| 109 | RudderStack | 58.3 | 6.7 | 32.5 | Request Analysis | View Snapshot |
| 110 | Materialize | 61.7 | 3.4 | 32.5 | Request Analysis | View Snapshot |
| 111 | Randy Bean Data | 63.3 | 1.6 | 32.5 | Request Analysis | View Snapshot |
| 112 | Metabase | 53.3 | 11.4 | 32.4 | Request Analysis | View Snapshot |
| 113 | IBM | 41.7 | 22.9 | 32.3 | Request Analysis | View Snapshot |
| 114 | Google BigQuery | 60.0 | 4.4 | 32.2 | Request Analysis | View Snapshot |
| 115 | Hopsworks | 56.7 | 7.7 | 32.2 | Request Analysis | View Snapshot |
| 116 | Dremio | 56.7 | 7.6 | 32.1 | Request Analysis | View Snapshot |
| 117 | Databricks SQL | 63.3 | 0.9 | 32.1 | Request Analysis | View Snapshot |
| 118 | Nextdata | 51.7 | 12.4 | 32.0 | Request Analysis | View Snapshot |
| 119 | ClickHouse Cloud | 63.3 | 0.6 | 32.0 | Request Analysis | View Snapshot |
| 120 | Omnata | 63.3 | 0.6 | 32.0 | Request Analysis | View Snapshot |
| 121 | HighByte | 61.7 | 2.2 | 31.9 | Request Analysis | View Snapshot |
| 122 | Starburst Data | 61.7 | 2.1 | 31.9 | Request Analysis | View Snapshot |
| 123 | Thoughtworks | 60.0 | 3.7 | 31.8 | Request Analysis | View Snapshot |
| 124 | Redshift | 56.7 | 7.0 | 31.8 | Request Analysis | View Snapshot |
| 125 | Milvus | 63.3 | 0.3 | 31.8 | Request Analysis | View Snapshot |
| 126 | Starburst Galaxy | 63.3 | 0.3 | 31.8 | Request Analysis | View Snapshot |
| 127 | Varonis | 61.7 | 2.0 | 31.8 | Request Analysis | View Snapshot |
| 128 | SAP | 51.7 | 11.8 | 31.7 | Request Analysis | View Snapshot |
| 129 | Astronomer | 60.0 | 3.1 | 31.6 | Request Analysis | View Snapshot |
| 130 | Denodo | 61.7 | 1.3 | 31.5 | Request Analysis | View Snapshot |
| 131 | Stibo Systems | 60.0 | 2.9 | 31.5 | Request Analysis | View Snapshot |
| 132 | ClickHouse, Inc. | 61.7 | 1.2 | 31.4 | Request Analysis | View Snapshot |
| 133 | Tinybird | 61.7 | 1.2 | 31.4 | Request Analysis | View Snapshot |
| 134 | Great Expectations | 56.7 | 6.1 | 31.4 | Request Analysis | View Snapshot |
| 135 | CData | 61.7 | 1.1 | 31.4 | Request Analysis | View Snapshot |
| 136 | California Privacy Protection Agency | 61.7 | 1.0 | 31.3 | Request Analysis | View Snapshot |
| 137 | Elementl | 61.7 | 1.0 | 31.3 | Request Analysis | View Snapshot |
| 138 | Glean | 60.0 | 2.6 | 31.3 | Request Analysis | View Snapshot |
| 139 | Oracle | 45.0 | 17.6 | 31.3 | Request Analysis | View Snapshot |
| 140 | Anthropic | 61.7 | 0.9 | 31.3 | Request Analysis | View Snapshot |
| 141 | Aiven | 61.7 | 0.9 | 31.3 | Request Analysis | View Snapshot |
| 142 | Treeverse | 61.7 | 0.9 | 31.3 | Request Analysis | View Snapshot |
| 143 | ClickHouse Labs | 61.7 | 0.8 | 31.2 | Request Analysis | View Snapshot |
| 144 | Georgia Tech Scheller College of Business | 61.7 | 0.6 | 31.2 | Request Analysis | View Snapshot |
| 145 | International Institute for Analytics | 61.7 | 0.6 | 31.2 | Request Analysis | View Snapshot |
| 146 | Inductive Automation | 61.7 | 0.3 | 31.0 | Request Analysis | View Snapshot |
| 147 | Preset | 55.0 | 6.9 | 31.0 | Request Analysis | View Snapshot |
| 148 | Soda | 56.7 | 5.1 | 30.9 | Request Analysis | View Snapshot |
| 149 | Microsoft Power BI | 60.0 | 1.5 | 30.8 | Request Analysis | View Snapshot |
| 150 | NVIDIA | 58.3 | 3.2 | 30.7 | Request Analysis | View Snapshot |
| 151 | MongoDB | 56.7 | 4.8 | 30.7 | Request Analysis | View Snapshot |
| 152 | Omni | 55.0 | 6.3 | 30.6 | Request Analysis | View Snapshot |
| 153 | Satori | 58.3 | 2.9 | 30.6 | Request Analysis | View Snapshot |
| 154 | DuckDB Foundation | 60.0 | 1.2 | 30.6 | Request Analysis | View Snapshot |
| 155 | WhyLabs | 60.0 | 1.2 | 30.6 | Request Analysis | View Snapshot |
| 156 | Striim | 56.7 | 4.5 | 30.6 | Request Analysis | View Snapshot |
| 157 | Anaplan | 60.0 | 1.2 | 30.6 | Request Analysis | View Snapshot |
| 158 | Semarchy | 58.3 | 2.8 | 30.6 | Request Analysis | View Snapshot |
| 159 | OpenSearch | 60.0 | 1.1 | 30.6 | Request Analysis | View Snapshot |
| 160 | AWS Data Exchange | 60.0 | 1.1 | 30.5 | Request Analysis | View Snapshot |
| 161 | Esri | 60.0 | 1.0 | 30.5 | Request Analysis | View Snapshot |
| 162 | MANTA | 56.7 | 4.1 | 30.4 | Request Analysis | View Snapshot |
| 163 | AWS Step Functions | 60.0 | 0.6 | 30.3 | Request Analysis | View Snapshot |
| 164 | Dataiku | 60.0 | 0.6 | 30.3 | Request Analysis | View Snapshot |
| 165 | Imply | 60.0 | 0.6 | 30.3 | Request Analysis | View Snapshot |
| 166 | Coalesce.io | 60.0 | 0.5 | 30.3 | Request Analysis | View Snapshot |
| 167 | HighByte Intelligence Hub | 60.0 | 0.5 | 30.3 | Request Analysis | View Snapshot |
| 168 | Harvard Law School | 60.0 | 0.4 | 30.2 | Request Analysis | View Snapshot |
| 169 | whylogs | 60.0 | 0.4 | 30.2 | Request Analysis | View Snapshot |
| 170 | StarRocks | 58.3 | 2.1 | 30.2 | Request Analysis | View Snapshot |
| 171 | Apache Superset | 60.0 | 0.3 | 30.2 | Request Analysis | View Snapshot |
| 172 | AWS Athena | 60.0 | 0.3 | 30.2 | Request Analysis | View Snapshot |
| 173 | Project Nessie | 60.0 | 0.3 | 30.2 | Request Analysis | View Snapshot |
| 174 | Qdrant | 60.0 | 0.3 | 30.2 | Request Analysis | View Snapshot |
| 175 | Syniti | 60.0 | 0.3 | 30.2 | Request Analysis | View Snapshot |
| 176 | Informatica IDMC | 58.3 | 1.7 | 30.0 | Request Analysis | View Snapshot |
| 177 | Metaplane | 55.0 | 5.0 | 30.0 | Request Analysis | View Snapshot |
| 178 | Prefect | 56.7 | 3.0 | 29.8 | Request Analysis | View Snapshot |
| 179 | Splunk | 58.3 | 1.2 | 29.8 | Request Analysis | View Snapshot |
| 180 | Salesforce | 48.3 | 11.2 | 29.7 | Request Analysis | View Snapshot |
| 181 | Elementary | 58.3 | 1.1 | 29.7 | Request Analysis | View Snapshot |
| 182 | Google Cloud Platform | 56.7 | 2.7 | 29.7 | Request Analysis | View Snapshot |
| 183 | Bigeye | 51.7 | 7.7 | 29.7 | Request Analysis | View Snapshot |
| 184 | RisingWave | 56.7 | 2.7 | 29.7 | Request Analysis | View Snapshot |
| 185 | StarTree | 56.7 | 2.7 | 29.7 | Request Analysis | View Snapshot |
| 186 | Apache Ranger | 58.3 | 0.9 | 29.6 | Request Analysis | View Snapshot |
| 187 | Azure SQL | 58.3 | 0.9 | 29.6 | Request Analysis | View Snapshot |
| 188 | Snowflake Inc. | 58.3 | 0.9 | 29.6 | Request Analysis | View Snapshot |
| 189 | Elasticsearch | 58.3 | 0.8 | 29.6 | Request Analysis | View Snapshot |
| 190 | Cloudflare | 58.3 | 0.8 | 29.5 | Request Analysis | View Snapshot |
| 191 | Temporal | 58.3 | 0.8 | 29.5 | Request Analysis | View Snapshot |
| 192 | The Duckbill Group | 58.3 | 0.8 | 29.5 | Request Analysis | View Snapshot |
| 193 | First San Francisco Partners | 58.3 | 0.6 | 29.5 | Request Analysis | View Snapshot |
| 194 | GigaOm | 58.3 | 0.6 | 29.5 | Request Analysis | View Snapshot |
| 195 | Redpanda Data | 56.7 | 2.3 | 29.5 | Request Analysis | View Snapshot |
| 196 | Attunity | 58.3 | 0.4 | 29.4 | Request Analysis | View Snapshot |
| 197 | Superset | 58.3 | 0.4 | 29.4 | Request Analysis | View Snapshot |
| 198 | Holistics | 51.7 | 7.1 | 29.4 | Request Analysis | View Snapshot |
| 199 | Evidence | 58.3 | 0.3 | 29.3 | Request Analysis | View Snapshot |
| 200 | StarTree Cloud | 58.3 | 0.3 | 29.3 | Request Analysis | View Snapshot |
| 201 | University of Michigan | 58.3 | 0.3 | 29.3 | Request Analysis | View Snapshot |
| 202 | Zilliz | 58.3 | 0.3 | 29.3 | Request Analysis | View Snapshot |
| 203 | Kestra | 56.7 | 2.0 | 29.3 | Request Analysis | View Snapshot |
| 204 | Mastercard | 56.7 | 2.0 | 29.3 | Request Analysis | View Snapshot |
| 205 | SAS | 53.3 | 5.2 | 29.2 | Request Analysis | View Snapshot |
| 206 | Gable.ai | 53.3 | 5.1 | 29.2 | Request Analysis | View Snapshot |
| 207 | Hex | 56.7 | 1.6 | 29.1 | Request Analysis | View Snapshot |
| 208 | Meltano | 55.0 | 3.1 | 29.1 | Request Analysis | View Snapshot |
| 209 | StreamNative | 56.7 | 1.2 | 28.9 | Request Analysis | View Snapshot |
| 210 | Azure | 55.0 | 2.8 | 28.9 | Request Analysis | View Snapshot |
| 211 | Prefect Technologies | 56.7 | 1.1 | 28.9 | Request Analysis | View Snapshot |
| 212 | Union.ai | 56.7 | 1.1 | 28.9 | Request Analysis | View Snapshot |
| 213 | Pigment | 56.7 | 1.1 | 28.9 | Request Analysis | View Snapshot |
| 214 | Securiti | 56.7 | 1.1 | 28.9 | Request Analysis | View Snapshot |
| 215 | Microsoft Azure | 55.0 | 2.7 | 28.8 | Request Analysis | View Snapshot |
| 216 | Kyvos Insights | 56.7 | 1.0 | 28.8 | Request Analysis | View Snapshot |
| 217 | Superconductive | 56.7 | 1.0 | 28.8 | Request Analysis | View Snapshot |
| 218 | Future of Privacy Forum | 56.7 | 1.0 | 28.8 | Request Analysis | View Snapshot |
| 219 | Voltron Data | 55.0 | 2.4 | 28.7 | Request Analysis | View Snapshot |
| 220 | Decentriq | 56.7 | 0.6 | 28.7 | Request Analysis | View Snapshot |
| 221 | Outerbounds | 56.7 | 0.6 | 28.7 | Request Analysis | View Snapshot |
| 222 | Azure Data Factory | 56.7 | 0.6 | 28.6 | Request Analysis | View Snapshot |
| 223 | Lightdash | 55.0 | 2.3 | 28.6 | Request Analysis | View Snapshot |
| 224 | Finout | 56.7 | 0.4 | 28.6 | Request Analysis | View Snapshot |
| 225 | Red Hat | 56.7 | 0.4 | 28.6 | Request Analysis | View Snapshot |
| 226 | Apache Polaris | 56.7 | 0.4 | 28.5 | Request Analysis | View Snapshot |
| 227 | AWS DMS | 56.7 | 0.3 | 28.5 | Request Analysis | View Snapshot |
| 228 | Estuary | 51.7 | 5.2 | 28.4 | Request Analysis | View Snapshot |
| 229 | data.world | 53.3 | 3.5 | 28.4 | Request Analysis | View Snapshot |
| 230 | Apache Pulsar | 55.0 | 1.7 | 28.4 | Request Analysis | View Snapshot |
| 231 | TiDB | 55.0 | 1.5 | 28.3 | Request Analysis | View Snapshot |
| 232 | National Aeronautics and Space Administration | 55.0 | 1.3 | 28.2 | Request Analysis | View Snapshot |
| 233 | Palantir Technologies | 55.0 | 1.3 | 28.2 | Request Analysis | View Snapshot |
| 234 | Cognite | 53.3 | 2.6 | 28.0 | Request Analysis | View Snapshot |
| 235 | Twilio | 53.3 | 2.6 | 28.0 | Request Analysis | View Snapshot |
| 236 | Cyera | 51.7 | 4.2 | 27.9 | Request Analysis | View Snapshot |
| 237 | Collate | 55.0 | 0.9 | 27.9 | Request Analysis | View Snapshot |
| 238 | Cube Software | 55.0 | 0.9 | 27.9 | Request Analysis | View Snapshot |
| 239 | LaunchDarkly | 55.0 | 0.9 | 27.9 | Request Analysis | View Snapshot |
| 240 | Microsoft 365 | 55.0 | 0.9 | 27.9 | Request Analysis | View Snapshot |
| 241 | Duckbill | 55.0 | 0.8 | 27.9 | Request Analysis | View Snapshot |
| 242 | NewVantage Partners | 55.0 | 0.8 | 27.9 | Request Analysis | View Snapshot |
| 243 | Precisely | 53.3 | 2.4 | 27.9 | Request Analysis | View Snapshot |
| 244 | DVC | 55.0 | 0.4 | 27.7 | Request Analysis | View Snapshot |
| 245 | AWS Redshift | 55.0 | 0.3 | 27.7 | Request Analysis | View Snapshot |
| 246 | Firecrawl | 55.0 | 0.3 | 27.7 | Request Analysis | View Snapshot |
| 247 | MotherDuck | 55.0 | 0.3 | 27.7 | Request Analysis | View Snapshot |
| 248 | Prophecy.io | 55.0 | 0.3 | 27.7 | Request Analysis | View Snapshot |
| 249 | Coalesce | 53.3 | 2.0 | 27.6 | Request Analysis | View Snapshot |
| 250 | GCP | 53.3 | 2.0 | 27.6 | Request Analysis | View Snapshot |
| 251 | UC Berkeley | 53.3 | 1.8 | 27.6 | Request Analysis | View Snapshot |
| 252 | Tecton | 48.3 | 6.8 | 27.5 | Request Analysis | View Snapshot |
| 253 | Seeq | 53.3 | 1.5 | 27.4 | Request Analysis | View Snapshot |
| 254 | SingleStore | 53.3 | 1.4 | 27.4 | Request Analysis | View Snapshot |
| 255 | Google Analytics Hub | 53.3 | 1.1 | 27.2 | Request Analysis | View Snapshot |
| 256 | ALTR | 53.3 | 1.0 | 27.2 | Request Analysis | View Snapshot |
| 257 | Argo Workflows | 53.3 | 0.9 | 27.1 | Request Analysis | View Snapshot |
| 258 | AVEVA PI System | 53.3 | 0.9 | 27.1 | Request Analysis | View Snapshot |
| 259 | PI Vision | 53.3 | 0.9 | 27.1 | Request Analysis | View Snapshot |
| 260 | Power Query | 53.3 | 0.9 | 27.1 | Request Analysis | View Snapshot |
| 261 | Pimcore | 53.3 | 0.8 | 27.1 | Request Analysis | View Snapshot |
| 262 | Decodable | 51.7 | 2.5 | 27.1 | Request Analysis | View Snapshot |
| 263 | Dresner Advisory Services | 51.7 | 2.5 | 27.1 | Request Analysis | View Snapshot |
| 264 | Baffle | 53.3 | 0.8 | 27.0 | Request Analysis | View Snapshot |
| 265 | Unstructured.io | 53.3 | 0.8 | 27.0 | Request Analysis | View Snapshot |
| 266 | Presto | 53.3 | 0.6 | 27.0 | Request Analysis | View Snapshot |
| 267 | Apache Druid | 51.7 | 2.2 | 26.9 | Request Analysis | View Snapshot |
| 268 | Portkey | 53.3 | 0.4 | 26.9 | Request Analysis | View Snapshot |
| 269 | University of Washington | 53.3 | 0.4 | 26.9 | Request Analysis | View Snapshot |
| 270 | Matillion | 46.7 | 7.0 | 26.8 | Request Analysis | View Snapshot |
| 271 | CastorDoc | 53.3 | 0.3 | 26.8 | Request Analysis | View Snapshot |
| 272 | Constellation Research | 51.7 | 2.0 | 26.8 | Request Analysis | View Snapshot |
| 273 | Ververica | 51.7 | 1.8 | 26.8 | Request Analysis | View Snapshot |
| 274 | Apache | 51.7 | 1.6 | 26.6 | Request Analysis | View Snapshot |
| 275 | Ternary Data | 51.7 | 1.3 | 26.5 | Request Analysis | View Snapshot |
| 276 | GrowthLoop | 51.7 | 1.3 | 26.5 | Request Analysis | View Snapshot |
| 277 | Iterative.ai | 51.7 | 1.3 | 26.5 | Request Analysis | View Snapshot |
| 278 | Andreessen Horowitz | 50.0 | 2.9 | 26.5 | Request Analysis | View Snapshot |
| 279 | Embeddable | 48.3 | 4.6 | 26.5 | Request Analysis | View Snapshot |
| 280 | Coefficient | 51.7 | 1.2 | 26.4 | Request Analysis | View Snapshot |
| 281 | Mode Analytics | 51.7 | 1.2 | 26.4 | Request Analysis | View Snapshot |
| 282 | Apache SeaTunnel | 51.7 | 1.1 | 26.4 | Request Analysis | View Snapshot |
| 283 | Californians for Consumer Privacy | 51.7 | 1.1 | 26.4 | Request Analysis | View Snapshot |
| 284 | Fabric | 51.7 | 1.1 | 26.4 | Request Analysis | View Snapshot |
| 285 | Flink | 51.7 | 1.1 | 26.4 | Request Analysis | View Snapshot |
| 286 | Redshift Serverless | 51.7 | 1.0 | 26.3 | Request Analysis | View Snapshot |
| 287 | Transcend | 51.7 | 0.9 | 26.3 | Request Analysis | View Snapshot |
| 288 | EDB | 51.7 | 0.6 | 26.2 | Request Analysis | View Snapshot |
| 289 | George Washington University Law School | 50.0 | 2.2 | 26.1 | Request Analysis | View Snapshot |
| 290 | Data Domain | 51.7 | 0.4 | 26.1 | Request Analysis | View Snapshot |
| 291 | InfluxData | 51.7 | 0.4 | 26.1 | Request Analysis | View Snapshot |
| 292 | Lake Formation | 51.7 | 0.4 | 26.1 | Request Analysis | View Snapshot |
| 293 | Mistral AI | 51.7 | 0.4 | 26.1 | Request Analysis | View Snapshot |
| 294 | Workato | 51.7 | 0.4 | 26.1 | Request Analysis | View Snapshot |
| 295 | Equals | 51.7 | 0.4 | 26.0 | Request Analysis | View Snapshot |
| 296 | AWS Lake Formation | 50.0 | 2.1 | 26.0 | Request Analysis | View Snapshot |
| 297 | Statsig | 51.7 | 0.3 | 26.0 | Request Analysis | View Snapshot |
| 298 | Technical University of Munich | 50.0 | 2.0 | 26.0 | Request Analysis | View Snapshot |
| 299 | Qlik Sense | 50.0 | 1.8 | 25.9 | Request Analysis | View Snapshot |
| 300 | Twilio Segment | 50.0 | 1.5 | 25.8 | Request Analysis | View Snapshot |
| 301 | BI Scorecard | 48.3 | 3.1 | 25.7 | Request Analysis | View Snapshot |
| 302 | Microsoft Purview | 50.0 | 1.4 | 25.7 | Request Analysis | View Snapshot |
| 303 | Massachusetts Institute of Technology | 50.0 | 1.3 | 25.7 | Request Analysis | View Snapshot |
| 304 | MIT | 50.0 | 1.3 | 25.7 | Request Analysis | View Snapshot |
| 305 | Segment | 50.0 | 1.2 | 25.6 | Request Analysis | View Snapshot |
| 306 | Microsoft Fabric Warehouse | 50.0 | 1.1 | 25.5 | Request Analysis | View Snapshot |
| 307 | Purview | 50.0 | 1.1 | 25.5 | Request Analysis | View Snapshot |
| 308 | Sinequa | 50.0 | 1.0 | 25.5 | Request Analysis | View Snapshot |
| 309 | Securiti.ai | 50.0 | 0.9 | 25.4 | Request Analysis | View Snapshot |
| 310 | Sequoia Capital | 50.0 | 0.9 | 25.4 | Request Analysis | View Snapshot |
| 311 | SQL Server | 50.0 | 0.9 | 25.4 | Request Analysis | View Snapshot |
| 312 | dbInsight | 50.0 | 0.8 | 25.4 | Request Analysis | View Snapshot |
| 313 | Flyte | 50.0 | 0.8 | 25.4 | Request Analysis | View Snapshot |
| 314 | mParticle | 50.0 | 0.8 | 25.4 | Request Analysis | View Snapshot |
| 315 | Amazon Redshift | 46.7 | 4.0 | 25.3 | Request Analysis | View Snapshot |
| 316 | Databand | 50.0 | 0.6 | 25.3 | Request Analysis | View Snapshot |
| 317 | Riversand | 50.0 | 0.6 | 25.3 | Request Analysis | View Snapshot |
| 318 | MuleSoft | 50.0 | 0.6 | 25.3 | Request Analysis | View Snapshot |
| 319 | Sight Machine | 48.3 | 2.2 | 25.3 | Request Analysis | View Snapshot |
| 320 | Amazon QuickSight | 50.0 | 0.4 | 25.2 | Request Analysis | View Snapshot |
| 321 | Apptio Cloudability | 50.0 | 0.4 | 25.2 | Request Analysis | View Snapshot |
| 322 | Druid | 50.0 | 0.4 | 25.2 | Request Analysis | View Snapshot |
| 323 | U.S. Department of Commerce | 50.0 | 0.4 | 25.2 | Request Analysis | View Snapshot |
| 324 | Stanford University | 48.3 | 2.1 | 25.2 | Request Analysis | View Snapshot |
| 325 | Timeplus | 50.0 | 0.3 | 25.2 | Request Analysis | View Snapshot |
| 326 | Litmus | 48.3 | 1.7 | 25.0 | Request Analysis | View Snapshot |
| 327 | LlamaIndex | 48.3 | 1.7 | 25.0 | Request Analysis | View Snapshot |
| 328 | SailPoint | 48.3 | 1.6 | 25.0 | Request Analysis | View Snapshot |
| 329 | Snowflake Horizon | 48.3 | 1.5 | 24.9 | Request Analysis | View Snapshot |
| 330 | Palantir | 46.7 | 3.2 | 24.9 | Request Analysis | View Snapshot |
| 331 | Portable | 48.3 | 1.3 | 24.8 | Request Analysis | View Snapshot |
| 332 | Capital One | 48.3 | 1.2 | 24.8 | Request Analysis | View Snapshot |
| 333 | Hammerspace | 48.3 | 1.2 | 24.8 | Request Analysis | View Snapshot |
| 334 | UC Berkeley School of Law | 48.3 | 1.2 | 24.8 | Request Analysis | View Snapshot |
| 335 | IDC | 48.3 | 1.1 | 24.7 | Request Analysis | View Snapshot |
| 336 | MSCI Inc. | 48.3 | 1.1 | 24.7 | Request Analysis | View Snapshot |
| 337 | Quantyca | 48.3 | 1.1 | 24.7 | Request Analysis | View Snapshot |
| 338 | Mode | 45.0 | 4.4 | 24.7 | Request Analysis | View Snapshot |
| 339 | Google Cloud Dataplex | 48.3 | 0.9 | 24.6 | Request Analysis | View Snapshot |
| 340 | Oxford University | 48.3 | 0.9 | 24.6 | Request Analysis | View Snapshot |
| 341 | PingCAP | 48.3 | 0.9 | 24.6 | Request Analysis | View Snapshot |
| 342 | Tealium | 48.3 | 0.9 | 24.6 | Request Analysis | View Snapshot |
| 343 | Salesforce Data Cloud | 48.3 | 0.8 | 24.5 | Request Analysis | View Snapshot |
| 344 | Elastic | 48.3 | 0.4 | 24.4 | Request Analysis | View Snapshot |
| 345 | Kyligence | 48.3 | 0.3 | 24.3 | Request Analysis | View Snapshot |
| 346 | Malloy | 48.3 | 0.3 | 24.3 | Request Analysis | View Snapshot |
| 347 | Pinecone | 48.3 | 0.3 | 24.3 | Request Analysis | View Snapshot |
| 348 | Sidley Austin | 48.3 | 0.3 | 24.3 | Request Analysis | View Snapshot |
| 349 | Streamkap | 48.3 | 0.3 | 24.3 | Request Analysis | View Snapshot |
| 350 | MicroStrategy | 46.7 | 2.0 | 24.3 | Request Analysis | View Snapshot |
| 351 | Luzmo | 43.3 | 5.2 | 24.3 | Request Analysis | View Snapshot |
| 352 | Microsoft Research | 46.7 | 1.7 | 24.2 | Request Analysis | View Snapshot |
| 353 | Alston & Bird | 46.7 | 1.3 | 24.0 | Request Analysis | View Snapshot |
| 354 | Forrester Research | 46.7 | 1.2 | 23.9 | Request Analysis | View Snapshot |
| 355 | CelerData | 46.7 | 1.1 | 23.9 | Request Analysis | View Snapshot |
| 356 | Coveo | 46.7 | 1.1 | 23.9 | Request Analysis | View Snapshot |
| 357 | GoodData | 43.3 | 4.4 | 23.9 | Request Analysis | View Snapshot |
| 358 | Domo | 41.7 | 6.0 | 23.8 | Request Analysis | View Snapshot |
| 359 | DataExpert.io | 46.7 | 1.0 | 23.8 | Request Analysis | View Snapshot |
| 360 | SAS Institute | 46.7 | 1.0 | 23.8 | Request Analysis | View Snapshot |
| 361 | Pluralsight | 45.0 | 2.6 | 23.8 | Request Analysis | View Snapshot |
| 362 | Bessemer Venture Partners | 46.7 | 0.9 | 23.8 | Request Analysis | View Snapshot |
| 363 | Info-Tech Research Group | 46.7 | 0.9 | 23.8 | Request Analysis | View Snapshot |
| 364 | ksqlDB | 46.7 | 0.8 | 23.8 | Request Analysis | View Snapshot |
| 365 | Featureform | 46.7 | 0.8 | 23.7 | Request Analysis | View Snapshot |
| 366 | Singer | 46.7 | 0.8 | 23.7 | Request Analysis | View Snapshot |
| 367 | NOYB | 45.0 | 2.4 | 23.7 | Request Analysis | View Snapshot |
| 368 | TrendMiner | 46.7 | 0.6 | 23.7 | Request Analysis | View Snapshot |
| 369 | LucidLink | 46.7 | 0.5 | 23.6 | Request Analysis | View Snapshot |
| 370 | Tresorit | 46.7 | 0.5 | 23.6 | Request Analysis | View Snapshot |
| 371 | University of Chicago | 46.7 | 0.5 | 23.6 | Request Analysis | View Snapshot |
| 372 | Adobe | 46.7 | 0.4 | 23.6 | Request Analysis | View Snapshot |
| 373 | Georgia Tech School of Cybersecurity and Privacy | 46.7 | 0.4 | 23.6 | Request Analysis | View Snapshot |
| 374 | Helicone | 46.7 | 0.4 | 23.6 | Request Analysis | View Snapshot |
| 375 | HubSpot | 46.7 | 0.4 | 23.6 | Request Analysis | View Snapshot |
| 376 | McKinsey | 46.7 | 0.4 | 23.6 | Request Analysis | View Snapshot |
| 377 | OSIsoft | 46.7 | 0.4 | 23.6 | Request Analysis | View Snapshot |
| 378 | SAP Analytics Cloud | 46.7 | 0.4 | 23.6 | Request Analysis | View Snapshot |
| 379 | Zapier | 46.7 | 0.4 | 23.6 | Request Analysis | View Snapshot |
| 380 | neptune.ai | 46.7 | 0.3 | 23.5 | Request Analysis | View Snapshot |
| 381 | Syndigo | 45.0 | 1.8 | 23.4 | Request Analysis | View Snapshot |
| 382 | Dell Technologies | 45.0 | 1.6 | 23.3 | Request Analysis | View Snapshot |
| 383 | Teradata | 45.0 | 1.6 | 23.3 | Request Analysis | View Snapshot |
| 384 | Workday | 45.0 | 1.4 | 23.2 | Request Analysis | View Snapshot |
| 385 | Talend | 43.3 | 2.8 | 23.1 | Request Analysis | View Snapshot |
| 386 | Amplitude | 45.0 | 1.1 | 23.0 | Request Analysis | View Snapshot |
| 387 | Box | 45.0 | 1.1 | 23.0 | Request Analysis | View Snapshot |
| 388 | MIT CSAIL | 43.3 | 2.6 | 23.0 | Request Analysis | View Snapshot |
| 389 | OpenAI | 45.0 | 0.9 | 22.9 | Request Analysis | View Snapshot |
| 390 | KIK Consulting & Educational Services | 45.0 | 0.9 | 22.9 | Request Analysis | View Snapshot |
| 391 | MIT Initiative on the Digital Economy | 45.0 | 0.9 | 22.9 | Request Analysis | View Snapshot |
| 392 | Perplexity | 45.0 | 0.9 | 22.9 | Request Analysis | View Snapshot |
| 393 | Toucan | 45.0 | 0.9 | 22.9 | Request Analysis | View Snapshot |
| 394 | AWS Glue | 45.0 | 0.6 | 22.8 | Request Analysis | View Snapshot |
| 395 | Tyler Technologies | 45.0 | 0.5 | 22.8 | Request Analysis | View Snapshot |
| 396 | World Privacy Forum | 45.0 | 0.5 | 22.8 | Request Analysis | View Snapshot |
| 397 | TeachPrivacy | 43.3 | 2.2 | 22.8 | Request Analysis | View Snapshot |
| 398 | Explo | 45.0 | 0.4 | 22.7 | Request Analysis | View Snapshot |
| 399 | University of Wisconsin–Madison | 45.0 | 0.4 | 22.7 | Request Analysis | View Snapshot |
| 400 | VoltDB | 45.0 | 0.4 | 22.7 | Request Analysis | View Snapshot |
| 401 | Apache Atlas | 45.0 | 0.4 | 22.7 | Request Analysis | View Snapshot |
| 402 | Litmus Edge | 45.0 | 0.4 | 22.7 | Request Analysis | View Snapshot |
| 403 | Ventana Research | 45.0 | 0.4 | 22.7 | Request Analysis | View Snapshot |
| 404 | OvalEdge | 38.3 | 7.0 | 22.7 | Request Analysis | View Snapshot |
| 405 | Ab Initio | 45.0 | 0.3 | 22.7 | Request Analysis | View Snapshot |
| 406 | Cognite Data Fusion | 45.0 | 0.3 | 22.7 | Request Analysis | View Snapshot |
| 407 | Tavily | 45.0 | 0.3 | 22.7 | Request Analysis | View Snapshot |
| 408 | Weaviate | 45.0 | 0.3 | 22.7 | Request Analysis | View Snapshot |
| 409 | Siemens | 43.3 | 1.2 | 22.3 | Request Analysis | View Snapshot |
| 410 | NetApp | 43.3 | 1.2 | 22.3 | Request Analysis | View Snapshot |
| 411 | Insight222 | 43.3 | 1.1 | 22.2 | Request Analysis | View Snapshot |
| 412 | Normalyze | 43.3 | 1.1 | 22.2 | Request Analysis | View Snapshot |
| 413 | Restate | 43.3 | 1.0 | 22.2 | Request Analysis | View Snapshot |
| 414 | Bobsled | 43.3 | 0.9 | 22.1 | Request Analysis | View Snapshot |
| 415 | Ketch | 43.3 | 0.9 | 22.1 | Request Analysis | View Snapshot |
| 416 | FirstMark Capital | 41.7 | 2.5 | 22.1 | Request Analysis | View Snapshot |
| 417 | Morgan Stanley Research | 43.3 | 0.8 | 22.0 | Request Analysis | View Snapshot |
| 418 | Visa | 43.3 | 0.8 | 22.0 | Request Analysis | View Snapshot |
| 419 | Boomi | 43.3 | 0.6 | 22.0 | Request Analysis | View Snapshot |
| 420 | Prudential Financial | 43.3 | 0.5 | 21.9 | Request Analysis | View Snapshot |
| 421 | American Express | 43.3 | 0.4 | 21.9 | Request Analysis | View Snapshot |
| 422 | BackOffice Associates | 43.3 | 0.4 | 21.9 | Request Analysis | View Snapshot |
| 423 | Georgetown Law Center on Privacy & Technology | 43.3 | 0.4 | 21.9 | Request Analysis | View Snapshot |
| 424 | Qohash | 43.3 | 0.4 | 21.9 | Request Analysis | View Snapshot |
| 425 | SAP NS2 | 41.7 | 2.1 | 21.9 | Request Analysis | View Snapshot |
| 426 | Cloudera | 40.0 | 3.7 | 21.8 | Request Analysis | View Snapshot |
| 427 | Comet | 43.3 | 0.3 | 21.8 | Request Analysis | View Snapshot |
| 428 | HPE | 43.3 | 0.3 | 21.8 | Request Analysis | View Snapshot |
| 429 | SnapLogic | 43.3 | 0.3 | 21.8 | Request Analysis | View Snapshot |
| 430 | Zenlytic | 41.7 | 1.8 | 21.8 | Request Analysis | View Snapshot |
| 431 | Alteryx | 41.7 | 1.6 | 21.6 | Request Analysis | View Snapshot |
| 432 | Hevo Data | 35.0 | 8.3 | 21.6 | Request Analysis | View Snapshot |
| 433 | Polytomic | 38.3 | 4.9 | 21.6 | Request Analysis | View Snapshot |
| 434 | Decube | 41.7 | 1.3 | 21.5 | Request Analysis | View Snapshot |
| 435 | Transform | 40.0 | 2.9 | 21.5 | Request Analysis | View Snapshot |
| 436 | Bernard Marr & Co. | 41.7 | 1.2 | 21.4 | Request Analysis | View Snapshot |
| 437 | Cisco | 41.7 | 1.2 | 21.4 | Request Analysis | View Snapshot |
| 438 | Babson College | 40.0 | 2.8 | 21.4 | Request Analysis | View Snapshot |
| 439 | Sisu Data | 41.7 | 1.0 | 21.3 | Request Analysis | View Snapshot |
| 440 | Vendia | 41.7 | 1.0 | 21.3 | Request Analysis | View Snapshot |
| 441 | JPMorganChase | 40.0 | 2.6 | 21.3 | Request Analysis | View Snapshot |
| 442 | IBM Knowledge Catalog | 41.7 | 0.9 | 21.3 | Request Analysis | View Snapshot |
| 443 | Intelligent Business Strategies | 41.7 | 0.9 | 21.3 | Request Analysis | View Snapshot |
| 444 | CrateDB | 41.7 | 0.8 | 21.2 | Request Analysis | View Snapshot |
| 445 | ServiceNow | 41.7 | 0.8 | 21.2 | Request Analysis | View Snapshot |
| 446 | Oscilar | 40.0 | 2.4 | 21.2 | Request Analysis | View Snapshot |
| 447 | Epsilon | 41.7 | 0.6 | 21.2 | Request Analysis | View Snapshot |
| 448 | DataRobot | 41.7 | 0.5 | 21.1 | Request Analysis | View Snapshot |
| 449 | Fabric Data Factory | 41.7 | 0.5 | 21.1 | Request Analysis | View Snapshot |
| 450 | Temenos | 41.7 | 0.4 | 21.1 | Request Analysis | View Snapshot |
| 451 | Airtable | 41.7 | 0.4 | 21.0 | Request Analysis | View Snapshot |
| 452 | PiLog | 41.7 | 0.4 | 21.0 | Request Analysis | View Snapshot |
| 453 | Qlik Talend Cloud | 41.7 | 0.4 | 21.0 | Request Analysis | View Snapshot |
| 454 | Baserow | 41.7 | 0.3 | 21.0 | Request Analysis | View Snapshot |
| 455 | OpenGov | 41.7 | 0.3 | 21.0 | Request Analysis | View Snapshot |
| 456 | Bitly | 40.0 | 1.2 | 20.6 | Request Analysis | View Snapshot |
| 457 | Greylock | 40.0 | 1.2 | 20.6 | Request Analysis | View Snapshot |
| 458 | TIAA | 40.0 | 1.2 | 20.6 | Request Analysis | View Snapshot |
| 459 | University of Cambridge | 40.0 | 1.2 | 20.6 | Request Analysis | View Snapshot |
| 460 | Bloor Research | 40.0 | 1.0 | 20.5 | Request Analysis | View Snapshot |
| 461 | Dataform | 40.0 | 1.0 | 20.5 | Request Analysis | View Snapshot |
| 462 | EPFL | 40.0 | 1.0 | 20.5 | Request Analysis | View Snapshot |
| 463 | Vertica | 38.3 | 2.6 | 20.5 | Request Analysis | View Snapshot |
| 464 | Mage | 40.0 | 0.9 | 20.4 | Request Analysis | View Snapshot |
| 465 | Zoho Corporation | 40.0 | 0.8 | 20.4 | Request Analysis | View Snapshot |
| 466 | École Polytechnique Fédérale de Lausanne | 40.0 | 0.5 | 20.3 | Request Analysis | View Snapshot |
| 467 | SFTP To Go | 40.0 | 0.5 | 20.3 | Request Analysis | View Snapshot |
| 468 | Athena | 40.0 | 0.4 | 20.2 | Request Analysis | View Snapshot |
| 469 | Cross-Border Data Forum | 40.0 | 0.4 | 20.2 | Request Analysis | View Snapshot |
| 470 | JPMorgan | 40.0 | 0.4 | 20.2 | Request Analysis | View Snapshot |
| 471 | Concentric | 40.0 | 0.3 | 20.2 | Request Analysis | View Snapshot |
| 472 | Forcepoint | 40.0 | 0.3 | 20.2 | Request Analysis | View Snapshot |
| 473 | IBM DataStage | 40.0 | 0.3 | 20.2 | Request Analysis | View Snapshot |
| 474 | Yellowfin | 38.3 | 1.7 | 20.0 | Request Analysis | View Snapshot |
| 475 | TIBCO | 38.3 | 1.5 | 19.9 | Request Analysis | View Snapshot |
| 476 | Bitol Project | 38.3 | 1.2 | 19.8 | Request Analysis | View Snapshot |
| 477 | Mage AI | 38.3 | 1.0 | 19.7 | Request Analysis | View Snapshot |
| 478 | Palo Alto Prisma Cloud | 38.3 | 1.0 | 19.7 | Request Analysis | View Snapshot |
| 479 | Azure Synapse | 38.3 | 0.9 | 19.6 | Request Analysis | View Snapshot |
| 480 | U.S. Space Force | 38.3 | 0.9 | 19.6 | Request Analysis | View Snapshot |
| 481 | Knowi | 38.3 | 0.8 | 19.5 | Request Analysis | View Snapshot |
| 482 | Rockset | 38.3 | 0.7 | 19.5 | Request Analysis | View Snapshot |
| 483 | Vizzly | 38.3 | 0.6 | 19.5 | Request Analysis | View Snapshot |
| 484 | Zoho Analytics | 38.3 | 0.6 | 19.5 | Request Analysis | View Snapshot |
| 485 | AVEVA | 36.7 | 2.2 | 19.4 | Request Analysis | View Snapshot |
| 486 | Dell | 38.3 | 0.4 | 19.4 | Request Analysis | View Snapshot |
| 487 | Trifacta | 38.3 | 0.4 | 19.4 | Request Analysis | View Snapshot |
| 488 | Sisense | 33.3 | 5.4 | 19.4 | Request Analysis | View Snapshot |
| 489 | Morgan Stanley | 38.3 | 0.3 | 19.3 | Request Analysis | View Snapshot |
| 490 | NocoDB | 38.3 | 0.3 | 19.3 | Request Analysis | View Snapshot |
| 491 | Planful | 38.3 | 0.3 | 19.3 | Request Analysis | View Snapshot |
| 492 | CSAIL | 36.7 | 1.3 | 19.0 | Request Analysis | View Snapshot |
| 493 | dataPARC | 36.7 | 1.3 | 19.0 | Request Analysis | View Snapshot |
| 494 | Booz Allen Hamilton | 36.7 | 1.1 | 18.9 | Request Analysis | View Snapshot |
| 495 | Hevo | 36.7 | 1.1 | 18.9 | Request Analysis | View Snapshot |
| 496 | Y42 | 36.7 | 0.9 | 18.8 | Request Analysis | View Snapshot |
| 497 | Platformatic | 36.7 | 0.8 | 18.7 | Request Analysis | View Snapshot |
| 498 | PK Protect | 36.7 | 0.6 | 18.7 | Request Analysis | View Snapshot |
| 499 | The National Football League | 36.7 | 0.6 | 18.7 | Request Analysis | View Snapshot |
| 500 | Qrvey | 33.3 | 3.8 | 18.6 | Request Analysis | View Snapshot |
| 501 | IBM Cognos | 36.7 | 0.4 | 18.6 | Request Analysis | View Snapshot |
| 502 | QuantStack | 36.7 | 0.4 | 18.6 | Request Analysis | View Snapshot |
| 503 | Taco Bell | 36.7 | 0.4 | 18.6 | Request Analysis | View Snapshot |
| 504 | Cumul.io | 36.7 | 0.3 | 18.5 | Request Analysis | View Snapshot |
| 505 | Einblick Analytics | 36.7 | 0.3 | 18.5 | Request Analysis | View Snapshot |
| 506 | Netwrix | 36.7 | 0.3 | 18.5 | Request Analysis | View Snapshot |
| 507 | Goldman Sachs | 35.0 | 1.6 | 18.3 | Request Analysis | View Snapshot |
| 508 | Northern Trust | 35.0 | 1.1 | 18.0 | Request Analysis | View Snapshot |
| 509 | Claypot AI | 35.0 | 1.0 | 18.0 | Request Analysis | View Snapshot |
| 510 | Unilever | 35.0 | 1.0 | 18.0 | Request Analysis | View Snapshot |
| 511 | BNY | 35.0 | 0.9 | 17.9 | Request Analysis | View Snapshot |
| 512 | SanjMo | 33.3 | 2.5 | 17.9 | Request Analysis | View Snapshot |
| 513 | Lytics | 35.0 | 0.8 | 17.9 | Request Analysis | View Snapshot |
| 514 | Datakin | 35.0 | 0.4 | 17.7 | Request Analysis | View Snapshot |
| 515 | Gainsight | 35.0 | 0.4 | 17.7 | Request Analysis | View Snapshot |
| 516 | Yurbi | 35.0 | 0.4 | 17.7 | Request Analysis | View Snapshot |
| 517 | Viamedici | 35.0 | 0.3 | 17.7 | Request Analysis | View Snapshot |
| 518 | Stitch | 31.7 | 3.6 | 17.6 | Request Analysis | View Snapshot |
| 519 | Stitch Data Loader | 33.3 | 1.2 | 17.3 | Request Analysis | View Snapshot |
| 520 | UMIACS | 33.3 | 1.2 | 17.3 | Request Analysis | View Snapshot |
| 521 | University of Maryland, College Park | 33.3 | 1.2 | 17.3 | Request Analysis | View Snapshot |
| 522 | Ursa Computing | 33.3 | 1.2 | 17.3 | Request Analysis | View Snapshot |
| 523 | Locus | 33.3 | 0.9 | 17.1 | Request Analysis | View Snapshot |
| 524 | Socrata | 33.3 | 0.8 | 17.1 | Request Analysis | View Snapshot |
| 525 | Barclays Research | 33.3 | 0.5 | 16.9 | Request Analysis | View Snapshot |
| 526 | Disney | 33.3 | 0.4 | 16.9 | Request Analysis | View Snapshot |
| 527 | Looker Studio | 33.3 | 0.4 | 16.9 | Request Analysis | View Snapshot |
| 528 | Logi Symphony | 33.3 | 0.3 | 16.8 | Request Analysis | View Snapshot |
| 529 | Integrate.io | 28.3 | 4.8 | 16.6 | Request Analysis | View Snapshot |
| 530 | BNY Mellon | 31.7 | 1.3 | 16.5 | Request Analysis | View Snapshot |
| 531 | GoSearch | 31.7 | 1.2 | 16.4 | Request Analysis | View Snapshot |
| 532 | MonetDB | 31.7 | 1.1 | 16.4 | Request Analysis | View Snapshot |
| 533 | C3 AI | 31.7 | 0.8 | 16.2 | Request Analysis | View Snapshot |
| 534 | Argo | 31.7 | 0.6 | 16.2 | Request Analysis | View Snapshot |
| 535 | Bold BI | 31.7 | 0.6 | 16.2 | Request Analysis | View Snapshot |
| 536 | IBM InfoSphere | 31.7 | 0.5 | 16.1 | Request Analysis | View Snapshot |
| 537 | DoubleClick | 31.7 | 0.4 | 16.1 | Request Analysis | View Snapshot |
| 538 | KFC | 31.7 | 0.4 | 16.1 | Request Analysis | View Snapshot |
| 539 | Marketo | 31.7 | 0.4 | 16.1 | Request Analysis | View Snapshot |
| 540 | InetSoft | 31.7 | 0.4 | 16.0 | Request Analysis | View Snapshot |
| 541 | Hitachi Vantara | 31.7 | 0.3 | 16.0 | Request Analysis | View Snapshot |
| 542 | Lepide | 31.7 | 0.3 | 16.0 | Request Analysis | View Snapshot |
| 543 | Altimeter Capital | 28.3 | 3.4 | 15.9 | Request Analysis | View Snapshot |
| 544 | Skyvia | 30.0 | 1.4 | 15.7 | Request Analysis | View Snapshot |
| 545 | AgileOne | 30.0 | 1.3 | 15.7 | Request Analysis | View Snapshot |
| 546 | RevenueBase | 30.0 | 1.3 | 15.7 | Request Analysis | View Snapshot |
| 547 | Actian | 30.0 | 1.1 | 15.5 | Request Analysis | View Snapshot |
| 548 | Menlo Ventures | 30.0 | 1.1 | 15.5 | Request Analysis | View Snapshot |
| 549 | Dataddo | 30.0 | 0.9 | 15.4 | Request Analysis | View Snapshot |
| 550 | Boston University School of Law | 30.0 | 0.8 | 15.4 | Request Analysis | View Snapshot |
| 551 | Dataplatr | 30.0 | 0.8 | 15.4 | Request Analysis | View Snapshot |
| 552 | Wells Fargo | 30.0 | 0.6 | 15.3 | Request Analysis | View Snapshot |
| 553 | BladePipe | 30.0 | 0.5 | 15.3 | Request Analysis | View Snapshot |
| 554 | Fast Forward Labs | 30.0 | 0.4 | 15.2 | Request Analysis | View Snapshot |
| 555 | Greenplum | 30.0 | 0.4 | 15.2 | Request Analysis | View Snapshot |
| 556 | NASPO ValuePoint | 30.0 | 0.4 | 15.2 | Request Analysis | View Snapshot |
| 557 | Saatchi & Saatchi | 30.0 | 0.4 | 15.2 | Request Analysis | View Snapshot |
| 558 | Julius AI | 30.0 | 0.3 | 15.2 | Request Analysis | View Snapshot |
| 559 | Redpoint Ventures | 28.3 | 1.5 | 14.9 | Request Analysis | View Snapshot |
| 560 | Algoscale | 28.3 | 0.8 | 14.5 | Request Analysis | View Snapshot |
| 561 | Hydra | 28.3 | 0.5 | 14.4 | Request Analysis | View Snapshot |
| 562 | Databox | 28.3 | 0.4 | 14.4 | Request Analysis | View Snapshot |
| 563 | Fiserv | 28.3 | 0.4 | 14.4 | Request Analysis | View Snapshot |
| 564 | Grow.com | 28.3 | 0.4 | 14.4 | Request Analysis | View Snapshot |
| 565 | Hevo Activate | 28.3 | 0.4 | 14.4 | Request Analysis | View Snapshot |
| 566 | Honeywell | 28.3 | 0.4 | 14.4 | Request Analysis | View Snapshot |
| 567 | Lyft | 28.3 | 0.4 | 14.4 | Request Analysis | View Snapshot |
| 568 | Tyler | 28.3 | 0.4 | 14.4 | Request Analysis | View Snapshot |
| 569 | McDonald’s | 26.7 | 1.3 | 14.0 | Request Analysis | View Snapshot |
| 570 | SuperQuery | 26.7 | 1.3 | 14.0 | Request Analysis | View Snapshot |
| 571 | Theory Ventures | 25.0 | 2.9 | 14.0 | Request Analysis | View Snapshot |
| 572 | Vectorwise | 26.7 | 1.1 | 13.9 | Request Analysis | View Snapshot |
| 573 | Stanford | 26.7 | 1.0 | 13.8 | Request Analysis | View Snapshot |
| 574 | FileOrbis | 26.7 | 0.9 | 13.8 | Request Analysis | View Snapshot |
| 575 | Wells Fargo Securities | 26.7 | 0.6 | 13.7 | Request Analysis | View Snapshot |
| 576 | Reveal | 26.7 | 0.5 | 13.6 | Request Analysis | View Snapshot |
| 577 | Klipfolio | 26.7 | 0.4 | 13.6 | Request Analysis | View Snapshot |
| 578 | Pizza Hut | 26.7 | 0.4 | 13.6 | Request Analysis | View Snapshot |
| 579 | VeloDB | 25.0 | 1.3 | 13.2 | Request Analysis | View Snapshot |
| 580 | Barclays | 25.0 | 1.2 | 13.1 | Request Analysis | View Snapshot |
| 581 | Grouparoo | 25.0 | 1.1 | 13.0 | Request Analysis | View Snapshot |
| 582 | Felicis Ventures | 25.0 | 1.0 | 13.0 | Request Analysis | View Snapshot |
| 583 | Spark | 25.0 | 1.0 | 13.0 | Request Analysis | View Snapshot |
| 584 | Draxlr | 25.0 | 0.6 | 12.8 | Request Analysis | View Snapshot |
| 585 | PowerMetrics | 25.0 | 0.6 | 12.8 | Request Analysis | View Snapshot |
| 586 | New York City Consumer Affairs | 25.0 | 0.4 | 12.7 | Request Analysis | View Snapshot |
| 587 | Podium Data | 25.0 | 0.4 | 12.7 | Request Analysis | View Snapshot |
| 588 | Synapse | 25.0 | 0.4 | 12.7 | Request Analysis | View Snapshot |
| 589 | Querio | 23.3 | 1.7 | 12.5 | Request Analysis | View Snapshot |
| 590 | Cleanlist | 23.3 | 1.2 | 12.3 | Request Analysis | View Snapshot |
| 591 | Ford Motor Company | 23.3 | 1.2 | 12.3 | Request Analysis | View Snapshot |
| 592 | Radius | 23.3 | 1.2 | 12.3 | Request Analysis | View Snapshot |
| 593 | Vrije Universiteit Amsterdam | 23.3 | 1.1 | 12.2 | Request Analysis | View Snapshot |
| 594 | Chevron | 23.3 | 1.0 | 12.2 | Request Analysis | View Snapshot |
| 595 | Hayward Holdings | 23.3 | 1.0 | 12.2 | Request Analysis | View Snapshot |
| 596 | Panoply | 23.3 | 0.9 | 12.1 | Request Analysis | View Snapshot |
| 597 | Acadia Healthcare | 23.3 | 0.8 | 12.0 | Request Analysis | View Snapshot |
| 598 | AgileThought | 23.3 | 0.8 | 12.0 | Request Analysis | View Snapshot |
| 599 | FIS | 23.3 | 0.4 | 11.9 | Request Analysis | View Snapshot |
| 600 | Neeva | 23.3 | 0.4 | 11.9 | Request Analysis | View Snapshot |
| 601 | Global Privacy & Security by Design Centre | 21.7 | 1.5 | 11.6 | Request Analysis | View Snapshot |
| 602 | Datavid | 21.7 | 1.3 | 11.5 | Request Analysis | View Snapshot |
| 603 | HadoopDB | 21.7 | 1.2 | 11.4 | Request Analysis | View Snapshot |
| 604 | CorralData | 21.7 | 0.9 | 11.3 | Request Analysis | View Snapshot |
| 605 | Polytouch | 21.7 | 0.9 | 11.3 | Request Analysis | View Snapshot |
| 606 | General Motors | 21.7 | 0.5 | 11.1 | Request Analysis | View Snapshot |
| 607 | Cloud Software Group | 21.7 | 0.4 | 11.1 | Request Analysis | View Snapshot |
| 608 | GE | 21.7 | 0.4 | 11.1 | Request Analysis | View Snapshot |
| 609 | Nationale-Nederlanden | 20.0 | 1.2 | 10.6 | Request Analysis | View Snapshot |
| 610 | ExactReach | 20.0 | 1.0 | 10.5 | Request Analysis | View Snapshot |
| 611 | Data Quality Solutions | 18.3 | 1.2 | 9.8 | Request Analysis | View Snapshot |
| 612 | RI Digital Research | 18.3 | 1.1 | 9.7 | Request Analysis | View Snapshot |
| 613 | Agor | 18.3 | 0.5 | 9.4 | Request Analysis | View Snapshot |
| 614 | Intuitive | 18.3 | 0.4 | 9.4 | Request Analysis | View Snapshot |
| 615 | UBS | 18.3 | 0.3 | 9.3 | Request Analysis | View Snapshot |
| 616 | Delek US | 16.7 | 0.9 | 8.8 | Request Analysis | View Snapshot |
| 617 | CWI | 15.0 | 2.1 | 8.5 | Request Analysis | View Snapshot |
| 618 | NN Group | 15.0 | 1.2 | 8.1 | Request Analysis | View Snapshot |
| 619 | Element | 15.0 | 1.1 | 8.0 | Request Analysis | View Snapshot |
| 620 | DataBrain | 15.0 | 0.9 | 7.9 | Request Analysis | View Snapshot |
| 621 | Laude Ventures | 15.0 | 0.9 | 7.9 | Request Analysis | View Snapshot |
| 622 | AOL | 15.0 | 0.4 | 7.7 | Request Analysis | View Snapshot |
| 623 | Extra Health | 13.3 | 1.2 | 7.3 | Request Analysis | View Snapshot |
| 624 | Yum! Brands | 13.3 | 1.1 | 7.2 | Request Analysis | View Snapshot |
| 625 | TreeHive Strategy | 11.7 | 1.8 | 6.7 | Request Analysis | View Snapshot |
| 626 | Hogan Lovells Cadwalader | 11.7 | 0.4 | 6.1 | Request Analysis | View Snapshot |
| 627 | C-Store | 10.0 | 1.2 | 5.6 | Request Analysis | View Snapshot |
| 628 | Boeing | 10.0 | 1.1 | 5.5 | Request Analysis | View Snapshot |
| 629 | Kenn Software | 10.0 | 0.8 | 5.4 | Request Analysis | View Snapshot |
| 630 | GSA | 10.0 | 0.4 | 5.2 | Request Analysis | View Snapshot |
| 631 | Viacom | 10.0 | 0.4 | 5.2 | Request Analysis | View Snapshot |
| 632 | Sampleless | 8.3 | 0.8 | 4.5 | Request Analysis | View Snapshot |
| 633 | Innovation Labs | 8.3 | 0.4 | 4.4 | Request Analysis | View Snapshot |
| 634 | Broda Group Software | 6.7 | 1.0 | 3.8 | Request Analysis | View Snapshot |
| 635 | FTC | 6.7 | 0.4 | 3.6 | Request Analysis | View Snapshot |
| 636 | Calvin | 5.0 | 1.2 | 3.1 | Request Analysis | View Snapshot |
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Data & Analytics category definition
Data & Analytics covers companies that help businesses store, manage, and analyze data to make faster, better decisions. It includes data platforms and warehouses, business intelligence, data integration, and data governance. It does not include machine learning and AI model platforms, which are ranked in AI Platforms.
How a brand gets evaluated
A TOM Score measures how clearly a brand shows up to buyers and AI systems across eight dimensions:
Audience Visibility Score (Top of Mind)
Distinctiveness: Measures whether your brand stands out from others in the category
Clarity: Measures whether buyers can quickly understand what your brand does and how it can help
Trust: Measures whether your brand provides enough evidence for buyers to believe its claims
Resonance: Measures whether your brand feels relevant to the buyer's role and situation
Confidence: Measures whether your brand gives buyers enough confidence to move into active evaluation
LLM Visibility Score (Top of Model)
Category Discovery: Measures whether your brand appears when buyers ask AI broad "best in category" questions
Buyer Scenarios: Measures whether AI connects your brand to specific buyer roles, needs, and real-world use cases
Executive Visibility: Measures whether your leaders appear as trusted voices when AI is asked who matters in the category
Want to know what your TOM Score is really telling you?
