diff --git a/packages/backend/src/apps/twitter/actions/create-tweet.ts b/packages/backend/src/apps/twitter/actions/create-tweet.ts
index 92dbc019..482ae0b4 100644
--- a/packages/backend/src/apps/twitter/actions/create-tweet.ts
+++ b/packages/backend/src/apps/twitter/actions/create-tweet.ts
@@ -8,10 +8,10 @@ export default class CreateTweet {
   }
 
   async run() {
-    const response = await this.client.createTweet.run(
+    const tweet = await this.client.createTweet.run(
       this.client.step.parameters.tweet as string
     );
 
-    return response.data.data;
+    return tweet;
   }
 }
diff --git a/packages/backend/src/apps/twitter/client/endpoints/create-tweet.ts b/packages/backend/src/apps/twitter/client/endpoints/create-tweet.ts
index d8980159..52eade01 100644
--- a/packages/backend/src/apps/twitter/client/endpoints/create-tweet.ts
+++ b/packages/backend/src/apps/twitter/client/endpoints/create-tweet.ts
@@ -29,7 +29,9 @@ export default class CreateTweet {
         { headers: { ...authHeader } }
       );
 
-      return response;
+      const tweet = response.data.data;
+
+      return tweet;
     } catch (error) {
       const errorMessage = error.response.data.detail;
       throw new Error(`Error occured while creating a tweet: ${errorMessage}`);
diff --git a/packages/backend/src/apps/twitter/client/endpoints/get-current-user.ts b/packages/backend/src/apps/twitter/client/endpoints/get-current-user.ts
index f8cc3531..4ccaa575 100644
--- a/packages/backend/src/apps/twitter/client/endpoints/get-current-user.ts
+++ b/packages/backend/src/apps/twitter/client/endpoints/get-current-user.ts
@@ -24,8 +24,12 @@ export default class GetCurrentUser {
       this.client.oauthClient.authorize(requestData, token)
     );
 
-    return await this.client.httpClient.get(requestPath, {
+    const response = await this.client.httpClient.get(requestPath, {
       headers: { ...authHeader },
     });
+
+    const currentUser = response.data.data;
+
+    return currentUser;
   }
 }
diff --git a/packages/backend/src/apps/twitter/client/endpoints/get-user-by-username.ts b/packages/backend/src/apps/twitter/client/endpoints/get-user-by-username.ts
index e21e2fda..23ac8b83 100644
--- a/packages/backend/src/apps/twitter/client/endpoints/get-user-by-username.ts
+++ b/packages/backend/src/apps/twitter/client/endpoints/get-user-by-username.ts
@@ -39,6 +39,7 @@ export default class GetUserByUsername {
       );
     }
 
-    return response;
+    const user = response.data.data;
+    return user;
   }
 }
diff --git a/packages/backend/src/apps/twitter/client/endpoints/get-user-tweets.ts b/packages/backend/src/apps/twitter/client/endpoints/get-user-tweets.ts
index 7bde7466..b6343ced 100644
--- a/packages/backend/src/apps/twitter/client/endpoints/get-user-tweets.ts
+++ b/packages/backend/src/apps/twitter/client/endpoints/get-user-tweets.ts
@@ -1,5 +1,8 @@
 import { IJSONObject } from '@automatisch/types';
+import { URLSearchParams } from 'url';
 import TwitterClient from '../index';
+import omitBy from 'lodash/omitBy';
+import isEmpty from 'lodash/isEmpty';
 
 export default class GetUserTweets {
   client: TwitterClient;
@@ -8,26 +11,50 @@ export default class GetUserTweets {
     this.client = client;
   }
 
-  async run(userId: string) {
+  async run(userId: string, lastInternalId?: string) {
     const token = {
       key: this.client.connection.formattedData.accessToken as string,
       secret: this.client.connection.formattedData.accessSecret as string,
     };
 
-    const requestPath = `/2/users/${userId}/tweets`;
+    let response;
+    const tweets: IJSONObject[] = [];
 
-    const requestData = {
-      url: `${TwitterClient.baseUrl}${requestPath}`,
-      method: 'GET',
-    };
+    do {
+      const params: IJSONObject = {
+        since_id: lastInternalId,
+        pagination_token: response?.data?.meta?.next_token,
+      };
 
-    const authHeader = this.client.oauthClient.toHeader(
-      this.client.oauthClient.authorize(requestData, token)
-    );
+      const queryParams = new URLSearchParams(omitBy(params, isEmpty));
 
-    const response = await this.client.httpClient.get(requestPath, {
-      headers: { ...authHeader },
-    });
+      const requestPath = `/2/users/${userId}/tweets${
+        queryParams.toString() ? `?${queryParams.toString()}` : ''
+      }`;
+
+      const requestData = {
+        url: `${TwitterClient.baseUrl}${requestPath}`,
+        method: 'GET',
+      };
+
+      const authHeader = this.client.oauthClient.toHeader(
+        this.client.oauthClient.authorize(requestData, token)
+      );
+
+      response = await this.client.httpClient.get(requestPath, {
+        headers: { ...authHeader },
+      });
+
+      if (response.data.meta.result_count > 0) {
+        response.data.data.forEach((tweet: IJSONObject) => {
+          if (!lastInternalId || Number(tweet.id) > Number(lastInternalId)) {
+            tweets.push(tweet);
+          } else {
+            return;
+          }
+        });
+      }
+    } while (response.data.meta.next_token && lastInternalId);
 
     if (response.data?.errors) {
       const errorMessages = response.data.errors
@@ -39,6 +66,6 @@ export default class GetUserTweets {
       );
     }
 
-    return response;
+    return tweets;
   }
 }
diff --git a/packages/backend/src/apps/twitter/info.json b/packages/backend/src/apps/twitter/info.json
index dc3d0f3e..2b383999 100644
--- a/packages/backend/src/apps/twitter/info.json
+++ b/packages/backend/src/apps/twitter/info.json
@@ -20,7 +20,7 @@
     },
     {
       "key": "consumerKey",
-      "label": "Consumer Key",
+      "label": "API Key",
       "type": "string",
       "required": true,
       "readOnly": false,
@@ -32,7 +32,7 @@
     },
     {
       "key": "consumerSecret",
-      "label": "Consumer Secret",
+      "label": "API Secret",
       "type": "string",
       "required": true,
       "readOnly": false,
diff --git a/packages/backend/src/apps/twitter/triggers/user-tweet.ts b/packages/backend/src/apps/twitter/triggers/user-tweet.ts
index 44fcf058..40bce65b 100644
--- a/packages/backend/src/apps/twitter/triggers/user-tweet.ts
+++ b/packages/backend/src/apps/twitter/triggers/user-tweet.ts
@@ -7,23 +7,20 @@ export default class UserTweet {
     this.client = client;
   }
 
-  async run() {
-    return this.getTweets();
+  async run(lastInternalId: string) {
+    return this.getTweets(lastInternalId);
   }
 
   async testRun() {
     return this.getTweets();
   }
 
-  async getTweets() {
-    const userResponse = await this.client.getUserByUsername.run(
+  async getTweets(lastInternalId?: string) {
+    const user = await this.client.getUserByUsername.run(
       this.client.step.parameters.username as string
     );
 
-    const userId = userResponse.data.data.id;
-
-    const tweetsResponse = await this.client.getUserTweets.run(userId);
-    const tweets = tweetsResponse.data.data;
+    const tweets = await this.client.getUserTweets.run(user.id, lastInternalId);
 
     return tweets;
   }
diff --git a/packages/backend/src/db/migrations/20220823171017_add_internal_id_to_executions.ts b/packages/backend/src/db/migrations/20220823171017_add_internal_id_to_executions.ts
new file mode 100644
index 00000000..7dacb7c6
--- /dev/null
+++ b/packages/backend/src/db/migrations/20220823171017_add_internal_id_to_executions.ts
@@ -0,0 +1,13 @@
+import { Knex } from 'knex';
+
+export async function up(knex: Knex): Promise<void> {
+  return knex.schema.table('executions', (table) => {
+    table.string('internal_id');
+  });
+}
+
+export async function down(knex: Knex): Promise<void> {
+  return knex.schema.table('executions', (table) => {
+    table.dropColumn('internal_id');
+  });
+}
diff --git a/packages/backend/src/models/execution.ts b/packages/backend/src/models/execution.ts
index 222f1802..e952e251 100644
--- a/packages/backend/src/models/execution.ts
+++ b/packages/backend/src/models/execution.ts
@@ -8,6 +8,7 @@ class Execution extends Base {
   id!: string;
   flowId!: string;
   testRun = false;
+  internalId!: string;
   executionSteps: ExecutionStep[] = [];
 
   static tableName = 'executions';
@@ -19,6 +20,7 @@ class Execution extends Base {
       id: { type: 'string', format: 'uuid' },
       flowId: { type: 'string', format: 'uuid' },
       testRun: { type: 'boolean' },
+      internalId: { type: 'string' },
     },
   };
 
diff --git a/packages/backend/src/models/flow.ts b/packages/backend/src/models/flow.ts
index 46169e8e..ca44c208 100644
--- a/packages/backend/src/models/flow.ts
+++ b/packages/backend/src/models/flow.ts
@@ -4,6 +4,7 @@ import Base from './base';
 import Step from './step';
 import Execution from './execution';
 import Telemetry from '../helpers/telemetry';
+import { IExecution } from '@automatisch/types';
 
 class Flow extends Base {
   id!: string;
@@ -49,6 +50,14 @@ class Flow extends Base {
     },
   });
 
+  async lastInternalId() {
+    const lastExecution = await this.$relatedQuery('executions')
+      .orderBy('created_at', 'desc')
+      .first();
+
+    return (lastExecution as Execution).internalId;
+  }
+
   async $beforeUpdate(
     opt: ModelOptions,
     queryContext: QueryContext
diff --git a/packages/backend/src/services/processor.ts b/packages/backend/src/services/processor.ts
index f5c85554..fc9626fb 100644
--- a/packages/backend/src/services/processor.ts
+++ b/packages/backend/src/services/processor.ts
@@ -3,6 +3,7 @@ import Flow from '../models/flow';
 import Step from '../models/step';
 import Execution from '../models/execution';
 import ExecutionStep from '../models/execution-step';
+import { IJSONObject } from '@automatisch/types';
 
 type ExecutionSteps = Record<string, ExecutionStep>;
 
@@ -34,16 +35,37 @@ class Processor {
     // eslint-disable-next-line @typescript-eslint/no-non-null-assertion
     let initialTriggerData = await this.getInitialTriggerData(triggerStep!);
 
+    if (initialTriggerData.length === 0) {
+      const lastInternalId = await this.flow.lastInternalId();
+
+      await Execution.query().insert({
+        flowId: this.flow.id,
+        testRun: this.testRun,
+        internalId: lastInternalId,
+      });
+
+      return;
+    }
+
     if (this.testRun) {
       initialTriggerData = [initialTriggerData[0]];
     }
 
+    if (initialTriggerData.length > 1) {
+      initialTriggerData = initialTriggerData.sort(
+        (item: IJSONObject, nextItem: IJSONObject) => {
+          return (item.id as number) - (nextItem.id as number);
+        }
+      );
+    }
+
     const executions: Execution[] = [];
 
     for await (const data of initialTriggerData) {
       const execution = await Execution.query().insert({
         flowId: this.flow.id,
         testRun: this.testRun,
+        internalId: data.id,
       });
 
       executions.push(execution);
@@ -65,6 +87,8 @@ class Processor {
           priorExecutionSteps
         );
 
+        step.parameters = computedParameters;
+
         const appInstance = new AppClass(step.connection, this.flow, step);
 
         if (!isTrigger && key) {
@@ -105,23 +129,16 @@ class Processor {
     const AppClass = (await import(`../apps/${step.appKey}`)).default;
     const appInstance = new AppClass(step.connection, this.flow, step);
 
-    const lastExecutionStep = await step
-      .$relatedQuery('executionSteps')
-      .orderBy('created_at', 'desc')
-      .first();
-
-    const lastExecutionStepCreatedAt = lastExecutionStep?.createdAt as string;
-    const flow = (await step.$relatedQuery('flow')) as Flow;
-
     const command = appInstance.triggers[step.key];
 
-    const startTime = new Date(lastExecutionStepCreatedAt || flow.updatedAt);
     let fetchedData;
 
+    const lastInternalId = await this.flow.lastInternalId();
+
     if (this.testRun) {
-      fetchedData = await command.testRun(startTime);
+      fetchedData = await command.testRun();
     } else {
-      fetchedData = await command.run(startTime);
+      fetchedData = await command.run(lastInternalId);
     }
 
     return fetchedData;
diff --git a/packages/types/index.d.ts b/packages/types/index.d.ts
index 6f06513e..3dd82317 100644
--- a/packages/types/index.d.ts
+++ b/packages/types/index.d.ts
@@ -69,6 +69,7 @@ export interface IFlow {
   steps: IStep[];
   createdAt: string;
   updatedAt: string;
+  lastInternalId: () => Promise<string>;
 }
 
 export interface IUser {