diff --git a/shared.ts b/shared.ts
index 7e179daa..b678c52d 100644
--- a/shared.ts
+++ b/shared.ts
@@ -124,7 +124,6 @@ export interface Vendor {
     logo: any;
     slugKey: string;
     useCases: {
-        odsReplication: HasFeature;
         databaseReplication: string;
         dataMigration: HasFeature;
         dataIntegration: HasFeature;
@@ -137,7 +136,6 @@ export interface Vendor {
         streaming: string;
         thirdParty: HasFeature;
         customSdk: HasFeature;
-        adminApi: HasFeature;
     };
     features: {
         batchingStreaming: string;
diff --git a/src/components/EtlToolsXvsYPage/Comparison/Connectors/index.tsx b/src/components/EtlToolsXvsYPage/Comparison/Connectors/index.tsx
index d12214a8..2bfa6cd8 100644
--- a/src/components/EtlToolsXvsYPage/Comparison/Connectors/index.tsx
+++ b/src/components/EtlToolsXvsYPage/Comparison/Connectors/index.tsx
@@ -4,9 +4,8 @@ import TableRows from '../TableRows';
 const rows = [
     { label: 'Number of connectors', key: 'count' },
     { label: 'Streaming connectors', key: 'streaming' },
-    { label: 'Support for 3rd party connectors', key: 'thirdParty' },
+    { label: '3rd party connectors', key: 'thirdParty' },
     { label: 'Custom SDK', key: 'customSdk' },
-    { label: 'API (for admin)', key: 'adminApi' },
 ];
 
 const Connectors = ({ xVendor, yVendor, estuaryVendor }: ComparisonVendors) => {
diff --git a/src/components/EtlToolsXvsYPage/Comparison/CoreFeatures/index.tsx b/src/components/EtlToolsXvsYPage/Comparison/CoreFeatures/index.tsx
index 82d0db87..7a9cf72d 100644
--- a/src/components/EtlToolsXvsYPage/Comparison/CoreFeatures/index.tsx
+++ b/src/components/EtlToolsXvsYPage/Comparison/CoreFeatures/index.tsx
@@ -4,10 +4,10 @@ import TableRows from '../TableRows';
 const rows = [
     { label: 'Batch and streaming', key: 'batchingStreaming' },
     { label: 'Delivery guarantee', key: 'deliveryGuarantee' },
-    { label: 'Load write method', key: 'loadWhiteMethod' },
-    { label: 'DataOps support', key: 'dataOps' },
     { label: 'ELT transforms', key: 'eltTransforms' },
     { label: 'ETL transforms', key: 'etlTransforms' },
+    { label: 'Load write method', key: 'loadWhiteMethod' },
+    { label: 'DataOps support', key: 'dataOps' },
     { label: 'Schema inference and drift', key: 'schemaInference' },
     { label: 'Store and replay', key: 'storeReplay' },
     { label: 'Time travel', key: 'timeTravel' },
diff --git a/src/components/EtlToolsXvsYPage/Comparison/Security/index.tsx b/src/components/EtlToolsXvsYPage/Comparison/Security/index.tsx
index 3a09a0b3..f44ad1cd 100644
--- a/src/components/EtlToolsXvsYPage/Comparison/Security/index.tsx
+++ b/src/components/EtlToolsXvsYPage/Comparison/Security/index.tsx
@@ -2,7 +2,7 @@ import { ComparisonVendors } from '../shared';
 import TableRows from '../TableRows';
 
 const rows = [
-    { label: 'Data Source Authentication', key: 'dataSourceAuth' },
+    { label: 'Data source authentication', key: 'dataSourceAuth' },
     { label: 'Encryption', key: 'encryption' },
 ];
 
diff --git a/src/components/EtlToolsXvsYPage/Comparison/TheAbilities/index.tsx b/src/components/EtlToolsXvsYPage/Comparison/TheAbilities/index.tsx
index 6d421555..6998e015 100644
--- a/src/components/EtlToolsXvsYPage/Comparison/TheAbilities/index.tsx
+++ b/src/components/EtlToolsXvsYPage/Comparison/TheAbilities/index.tsx
@@ -14,7 +14,7 @@ const TheAbilities = ({
 }: ComparisonVendors) => {
     return (
         <TableRows
-            title="The abilities"
+            title="Abilities"
             rows={rows}
             xVendor={xVendor}
             yVendor={yVendor}
diff --git a/src/components/EtlToolsXvsYPage/Comparison/UseCases/index.tsx b/src/components/EtlToolsXvsYPage/Comparison/UseCases/index.tsx
index 0746ce92..4b0486a0 100644
--- a/src/components/EtlToolsXvsYPage/Comparison/UseCases/index.tsx
+++ b/src/components/EtlToolsXvsYPage/Comparison/UseCases/index.tsx
@@ -3,15 +3,14 @@ import TableRows from '../TableRows';
 
 const rows = [
     {
-        label: 'Database replication (CDC) - sources',
+        label: 'Database replication (CDC)',
         key: 'databaseReplication',
     },
-    { label: 'Replication to ODS', key: 'odsReplication' },
-    { label: 'Op. data integration', key: 'dataIntegration' },
+    { label: 'Operational integration', key: 'dataIntegration' },
     { label: 'Data migration', key: 'dataMigration' },
     { label: 'Stream processing', key: 'streamProcessing' },
-    { label: 'Operational Analytics', key: 'operationalAnalytics' },
-    { label: 'AI Pipelines', key: 'aiPipelines' },
+    { label: 'Operational analytics', key: 'operationalAnalytics' },
+    { label: 'AI pipelines', key: 'aiPipelines' },
 ];
 
 const UseCases = ({ xVendor, yVendor, estuaryVendor }: ComparisonVendors) => {
diff --git a/src/templates/etl-tools/index.tsx b/src/templates/etl-tools/index.tsx
index 2ce7c4da..c3b6d540 100644
--- a/src/templates/etl-tools/index.tsx
+++ b/src/templates/etl-tools/index.tsx
@@ -72,14 +72,6 @@ export const pageQuery = graphql`
             }
             slugKey
             useCases: UseCases {
-                odsReplication: ODS_Replication {
-                    icon: Icon
-                    subText: Sub_Text {
-                        data {
-                            subText: Sub_Text
-                        }
-                    }
-                }
                 databaseReplication: Database_Replication
                 dataMigration: Data_Migration {
                     icon: Icon
@@ -141,14 +133,6 @@ export const pageQuery = graphql`
                         }
                     }
                 }
-                adminApi: Admin_API {
-                    icon: Icon
-                    subText: Sub_Text {
-                        data {
-                            subText: Sub_Text
-                        }
-                    }
-                }
             }
             features: Features {
                 batchingStreaming: Batching_Streaming
@@ -308,14 +292,6 @@ export const pageQuery = graphql`
             }
             slugKey
             useCases: UseCases {
-                odsReplication: ODS_Replication {
-                    icon: Icon
-                    subText: Sub_Text {
-                        data {
-                            subText: Sub_Text
-                        }
-                    }
-                }
                 databaseReplication: Database_Replication
                 dataMigration: Data_Migration {
                     icon: Icon
@@ -377,14 +353,6 @@ export const pageQuery = graphql`
                         }
                     }
                 }
-                adminApi: Admin_API {
-                    icon: Icon
-                    subText: Sub_Text {
-                        data {
-                            subText: Sub_Text
-                        }
-                    }
-                }
             }
             features: Features {
                 batchingStreaming: Batching_Streaming
@@ -544,14 +512,6 @@ export const pageQuery = graphql`
             }
             slugKey
             useCases: UseCases {
-                odsReplication: ODS_Replication {
-                    icon: Icon
-                    subText: Sub_Text {
-                        data {
-                            subText: Sub_Text
-                        }
-                    }
-                }
                 databaseReplication: Database_Replication
                 dataMigration: Data_Migration {
                     icon: Icon
@@ -613,14 +573,6 @@ export const pageQuery = graphql`
                         }
                     }
                 }
-                adminApi: Admin_API {
-                    icon: Icon
-                    subText: Sub_Text {
-                        data {
-                            subText: Sub_Text
-                        }
-                    }
-                }
             }
             features: Features {
                 batchingStreaming: Batching_Streaming