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Automate Invoice Creation & Smart Reminders with Jotform, QuickBooks & Outlook AI
https://n8nworkflows.xyz/workflows/automate-invoice-creation---smart-reminders-with-jotform--quickbooks---outlook-ai-9763
# Automate Invoice Creation & Smart Reminders with Jotform, QuickBooks & Outlook AI
### 1. Workflow Overview
This workflow automates the process of generating invoices and sending payment reminders by integrating Jotform, QuickBooks Online (QBO), and Outlook email services. It is designed to:
- Receive customer order and billing information via Jotform submissions.
- Verify if the customer exists in QuickBooks; update or create customer records accordingly.
- Retrieve product/service details and create corresponding invoices in QuickBooks.
- Email the generated invoices automatically to customers.
- Store invoice metadata in a database to track payment status and reminders.
- Schedule and send invoice payment reminders based on configurable intervals.
- Summarize daily reminder activities using an AI agent and send a report email to the internal team.
The workflow is logically divided into the following blocks:
- **1.1 Receive and Format Input Data**: Triggered by a Jotform webhook, formats submission data.
- **1.2 Customer Verification and Management**: Checks if the customer exists in QuickBooks, updates or creates customer data.
- **1.3 Product Retrieval and Invoice Generation**: Fetches product info, creates a QuickBooks invoice, and sends it by email.
- **1.4 Invoice Data Persistence**: Inserts invoice info into a database table for tracking.
- **1.5 Scheduled Reminder Trigger and Configuration**: A daily trigger initiates the reminder process with configurable intervals.
- **1.6 Invoice Reminder Logic and Dispatch**: Processes invoices to decide on sending reminders, skipping, or deleting records.
- **1.7 AI-Based Summary and Email Report**: Uses AI to summarize sent reminders and emails a daily report.
---
### 2. Block-by-Block Analysis
#### 1.1 Receive and Format Input Data
**Overview:**
Receives incoming form submissions from Jotform via webhook and formats the raw data for downstream processing.
**Nodes Involved:**
- Receive form submission
- Format data
- Sticky Note (describing this block)
**Node Details:**
- **Receive form submission**
- Type: Webhook
- Role: Entry point triggered by HTTP POST from Jotform webhook.
- Config: Path set to a unique webhook ID; method POST.
- Inputs: External HTTP POST request with form data.
- Outputs: Raw JSON containing customer and order details.
- Potential Failures: Webhook misconfiguration, invalid payloads.
- **Format data**
- Type: Code (JavaScript)
- Role: Parses billing address from HTML string, extracts customer name, email, phone, and item name.
- Config: Custom JS regex-based parser for billing address fields.
- Expressions: Uses `$input.first().json.body` to extract fields.
- Inputs: Raw webhook JSON.
- Outputs: Structured JSON with `address`, `customer`, and `item` objects.
- Potential Failures: Regex parsing errors if billing address format changes or missing fields.
- **Sticky Note**: Describes this block as "Receive Submission" with notes about Jotform integration.
---
#### 1.2 Customer Verification and Management
**Overview:**
Checks if the customer exists in QuickBooks by email; updates billing details if found, or creates a new customer record if not.
**Nodes Involved:**
- Check if the customer exists
- If (conditional branching)
- Update the customer
- Create the customer
- Add customer id (code)
- Sticky Notes (Check customer exists, Customer exists, Customer doesnt exist, Add customer id)
**Node Details:**
- **Check if the customer exists**
- Type: QuickBooks (getAll)
- Role: Queries QuickBooks for customers filtered by primary email address.
- Config: Filter query `Where PrimaryEmailAddr = '{{ $json.customer.email }}'`
- Inputs: Formatted data JSON with customer email.
- Outputs: Customer record if exists, empty otherwise.
- Edge cases: API rate limits, auth errors, missing email field.
- **If (Condition)**
- Type: If
- Role: Branches workflow based on presence of customer record and valid customer ID.
- Condition: Checks if `$json` exists and `$json.Id` exists.
- Outputs:
- True: Customer exists → Update customer
- False: Customer doesn't exist → Create customer
- **Update the customer**
- Type: QuickBooks (update)
- Role: Updates customer billing address, name, and phone in QuickBooks.
- Config: Uses customer ID from previous node, updates billing address fields from formatted data.
- Inputs: Customer record from check node.
- Outputs: Updated customer record.
- Failures: Invalid customer ID, API errors.
- **Create the customer**
- Type: QuickBooks (create)
- Role: Creates a new customer in QuickBooks with billing details and contact info.
- Config: Uses formatted customer and address data.
- Outputs: Newly created customer record with ID.
- Failures: Validation errors on required fields, API limits.
- **Add customer id**
- Type: Code (JavaScript)
- Role: Adds the QuickBooks customer ID back into the JSON data for downstream use.
- Inputs: Output from either update or create customer node.
- Outputs: JSON augmented with `customer.id`.
- Edge cases: Missing or invalid ID.
- **Sticky Notes**: Explain the logic of checking and handling customer existence.
---
#### 1.3 Product Retrieval and Invoice Generation
**Overview:**
Fetches the product/service item from QuickBooks, creates an invoice for the customer, and sends it via email.
**Nodes Involved:**
- Get the product
- Add item id (code)
- Create the invoice
- Send the invoice
- Add reminders config
- Sticky Notes (Get the item, Add item id, Create the invoice, Send the invoice)
**Node Details:**
- **Get the product**
- Type: QuickBooks (getAll)
- Role: Retrieves product/service item by name from QuickBooks items.
- Config: Filter query `WHERE name = '{{ $json.item.name }}'`.
- Inputs: JSON with item name from formatted data.
- Outputs: Item record(s).
- Failures: Item not found, API errors.
- **Add item id**
- Type: Code (JavaScript)
- Role: Adds the QuickBooks item ID into the workflow data JSON.
- Inputs: Item record.
- Outputs: JSON with `item.id`.
- Failures: Missing item ID.
- **Create the invoice**
- Type: QuickBooks (create)
- Role: Creates invoice with one line item using the retrieved product for the customer.
- Config: Line item includes amount 1, itemId, description "Jotform submission", customerId.
- Inputs: JSON with customer and item IDs.
- Outputs: Newly created invoice record with invoice ID.
- Failures: Invalid customer or item ID, API failures.
- **Send the invoice**
- Type: QuickBooks (send)
- Role: Sends the created invoice to the customers email.
- Config: Uses invoice ID and customer email from prior nodes.
- Inputs: Invoice ID and customer email.
- Outputs: Confirmation of email sent.
- Failures: Email sending errors, invalid invoice ID.
- **Add reminders config**
- Type: Set
- Role: Sets configuration parameters for reminders, including data table ID and intervals (2,3,5 days).
- Inputs: Invoice sending confirmation.
- Outputs: JSON with reminders config data.
- Failures: Missing or incorrect dataTableId breaks reminder tracking.
- **Sticky Notes**: Describe each step in product retrieval and invoice generation.
---
#### 1.4 Invoice Data Persistence
**Overview:**
Stores the newly created invoice details in a database for subsequent reminder tracking.
**Nodes Involved:**
- Insert invoice id to DB
- Sticky Note (Insert Invoice To DB)
**Node Details:**
- **Insert invoice id to DB**
- Type: Data Table (CRUD)
- Role: Inserts invoice metadata including invoiceId, remainingAmount (balance), currency, remindersSent (initialized to 0).
- Config: Maps fields from invoice JSON; uses dataTableId from reminders config.
- Inputs: Invoice details after sending.
- Outputs: Confirmation of DB insertion.
- Failures: Invalid dataTableId, DB connection errors.
---
#### 1.5 Scheduled Reminder Trigger and Configuration
**Overview:**
Triggers daily at 8 AM to start the reminder process and sets the reminder intervals configuration.
**Nodes Involved:**
- Schedule reminders trigger
- Add reminders config
- If2 (check trigger origin)
- Sticky Notes (Schedule Trigger, Add Reminders Config, Check Trigger)
**Node Details:**
- **Schedule reminders trigger**
- Type: Schedule Trigger
- Role: Runs daily at 08:00 to initiate reminders processing.
- Config: Fixed trigger hour 8 AM.
- Outputs: Empty data triggering downstream nodes.
- **Add reminders config**
- (Same as in 1.3)
- Role: Ensures reminder intervals and dataTableId are set for reminder logic.
- **If2**
- Type: If
- Role: Determines if workflow was triggered by schedule trigger or invoice creation trigger.
- Condition: Checks `isInvoiceTrigger` boolean.
- Outputs:
- True: Insert invoice ID to DB (invoice creation path).
- False: Get all invoices from DB (reminder path).
- Failures: Incorrect trigger identification may cause logical errors.
---
#### 1.6 Invoice Reminder Logic and Dispatch
**Overview:**
Processes each invoice record to decide whether to send a reminder email now, skip for later, or delete the invoice from tracking if fully paid or reminders exhausted.
**Nodes Involved:**
- Get Invoices
- Loop over invoices (split in batches)
- Get the invoice (QuickBooks)
- Switch (decision node)
- Send reminder email (Outlook)
- Increase sent reminders (update DB)
- If3 (check reminder count)
- Delete invoice (DB)
- Sticky Notes (Get All Invoices, Loop Over Invoices, Get Invoice Details, Send Reminders Logic)
**Node Details:**
- **Get Invoices**
- Type: Data Table (get all)
- Role: Retrieves all invoice records from the tracking DB.
- Config: Uses dataTableId from reminders config.
- Outputs: List of invoices with remindersSent and balance info.
- **Loop over invoices**
- Type: SplitInBatches
- Role: Processes invoices one at a time to avoid API overload.
- Inputs: List of invoices from DB.
- Outputs: Single invoice JSON per iteration.
- **Get the invoice**
- Type: QuickBooks (get)
- Role: Retrieves the latest invoice details from QuickBooks to verify payment status.
- Inputs: invoiceId from DB record.
- Outputs: Invoice details including balance.
- **Switch**
- Type: Switch (conditional branches)
- Role: Determines appropriate action based on invoice status and reminders sent:
- "send now": Invoice balance > 0 and reminder interval matches todays date
- "already paid": Invoice balance == 0
- "send later": Default catch-all for other cases
- Outputs: Branches to sending email, deleting invoice, or skipping.
- **Send reminder email**
- Type: Microsoft Outlook
- Role: Sends a reminder email to the customer with invoice details and payment link.
- Config: HTML formatted email with invoice number, due date, and a call to action button.
- Inputs: Invoice details including customer email.
- Outputs: Confirmation of email sent.
- **Increase sent reminders**
- Type: Data Table (update)
- Role: Updates the invoice record in DB to increment remindersSent and update lastSentAt timestamp.
- Inputs: Current remindersSent count.
- Outputs: Updated DB record.
- **If3**
- Type: If
- Role: Checks if remindersSent count exceeds configured intervals length.
- Outputs:
- True: Delete invoice from DB.
- False: Continue looping.
- **Delete invoice**
- Type: Data Table (deleteRows)
- Role: Deletes invoice record from DB to stop reminder processing.
- Inputs: invoice ID.
- Outputs: Confirmation of deletion.
- **Sticky Notes**: Explain the reminder decision logic and looping.
---
#### 1.7 AI-Based Summary and Email Report
**Overview:**
Aggregates todays sent reminders and uses an AI agent to generate a professional HTML summary email sent to the internal team.
**Nodes Involved:**
- Get today's sent reminders
- AI Agent (Langchain Agent)
- OpenAI Chat Model (GPT-4o-mini)
- Send reminders sent summary (Outlook)
- Sticky Notes (Get Sent Reminders, Summarize Sent Reminders & Send An Email)
**Node Details:**
- **Get today's sent reminders**
- Type: Data Table (get)
- Role: Queries DB for reminders sent on the current day (filter on lastSentAt >= start of day).
- Outputs: List of invoice reminder records sent today.
- **AI Agent**
- Type: Langchain Agent
- Role: Uses AI to summarize the reminders list into a professional HTML email content.
- Config: System prompt details structure, required fields, and formatting rules for the summary.
- Inputs: JSON array of invoices with fields like remainingAmount, currency, remindersSent.
- Outputs: HTML summary string.
- **OpenAI Chat Model**
- Type: Language Model (OpenAI GPT-4o-mini)
- Role: Provides the AI natural language processing for the agent.
- Inputs: Prompt from AI Agent.
- Outputs: AI-generated summary email content.
- **Send reminders sent summary**
- Type: Microsoft Outlook
- Role: Sends the generated summary email to internal recipients (e.g., sales@example.com).
- Inputs: HTML output from AI Agent node.
- Outputs: Email sent confirmation.
- **Sticky Notes**: Provide context on AI summarization and reporting.
---
### 3. Summary Table
| Node Name | Node Type | Functional Role | Input Node(s) | Output Node(s) | Sticky Note |
|---------------------------|-------------------------------|---------------------------------------------------------|--------------------------------|---------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Receive form submission | Webhook | Entry point; receives Jotform submissions | - | Format data | ## Receive Submission\nReceives the product/service form submission from Jotform |
| Format data | Code | Parses and formats raw submission data | Receive form submission | Check if the customer exists | ## Format Data\nFormats the data thus making it easier to be used in other nodes |
| Check if the customer exists | QuickBooks (getAll) | Searches for customer by email in QuickBooks | Format data | If | ## Check If Customer exists\nChecks if the customer exists in QBO or not |
| If | If | Branch: customer exists? update or create | Check if the customer exists | Update the customer / Create the customer | ## Check If Customer exists\nChecks if the customer exists in QBO or not |
| Update the customer | QuickBooks (update) | Updates customer billing details | If (true branch) | Add customer id | ## Customer Exists\nNow since the customer exists we will update the customer details like updating the billing details with the new one |
| Create the customer | QuickBooks (create) | Creates a new customer in QuickBooks | If (false branch) | Add customer id | ## Customer Doesn't Exist\nNow since the customer doesn't exist we will create new customer |
| Add customer id | Code | Adds customer ID into data JSON | Update the customer / Create the customer | Get the product | ## Add Customer Id\nAdds customer id to the data |
| Get the product | QuickBooks (getAll) | Retrieves product/item by name | Add customer id | Add item id | ## Get The Item\nGets the selected product/service from QBO |
| Add item id | Code | Adds item ID into data JSON | Get the product | Create the invoice | ## Add Item Id\nAdds item (service/product) id to the data |
| Create the invoice | QuickBooks (create) | Creates invoice with item for customer | Add item id | Send the invoice | ## Create The Invoice\nCreates a new invoice for that customer |
| Send the invoice | QuickBooks (send) | Emails invoice to customer | Create the invoice | Add reminders config | ## Send The Invoice\nSends the newly created invoice for that customer(via email) |
| Add reminders config | Set | Sets reminders config data | Send the invoice / Schedule reminders trigger | If2 | ## Add Reminders Config\nAdds reminders config details like `intervals in days` so first reminder will be sent after 2 days, second one after 3 days and final one after 5 days |
| If2 | If | Checks if the trigger origin is invoice creation or schedule | Add reminders config | Insert invoice id to DB / Get Invoices | ## Check Trigger\nChecks if the previous node has been executed by the above workflow or by the schedule trigger |
| Insert invoice id to DB | Data Table (insert) | Inserts invoice metadata into DB | If2 (invoice creation branch) | - | ## Insert Invoice To DB\nInserts newly created invoice needed details to DB so customer will be notified later on about the invoice |
| Schedule reminders trigger | Schedule Trigger | Daily trigger at 8 AM to start reminders process | - | Add reminders config | ## Schedule Trigger\nSchedules reminders trigger daily at 8 AM |
| Get Invoices | Data Table (getAll) | Retrieves all invoices for reminders processing | If2 (schedule branch) | Loop over invoices | ## Get All Invoices\nGets all the invoices from DB |
| Loop over invoices | SplitInBatches | Processes invoices one at a time | Get Invoices | Get today's sent reminders / Get the invoice | ## Loop Over Invoices\nLoops over invoices one by one |
| Get today's sent reminders | Data Table (get) | Gets reminders sent today from DB | Loop over invoices | AI Agent | ## Get Sent Reminders\nGets today's sent reminders from DB |
| Get the invoice | QuickBooks (get) | Gets latest invoice details from QuickBooks | Loop over invoices | Switch | ## Get Invoice Details\nGets the invoice details from QBO so we know whether or not any changes have been made or not |
| Switch | Switch | Decision: send reminder, skip, or delete invoice | Get the invoice | Send reminder email / Delete invoice / Loop over invoices | ## Send Reminders Logic\nThe logic that decides whether or not to send a reminder email now, skip it and send it later or delete the invoice/s from DB (because all the reminders have been sent or the invoice has been paid) |
| Send reminder email | Microsoft Outlook | Sends reminder email to customer | Switch (send now branch) | Increase sent reminders | |
| Increase sent reminders | Data Table (update) | Updates remindersSent count and lastSentAt timestamp | Send reminder email | If3 | |
| If3 | If | Checks if all reminders have been sent | Increase sent reminders | Delete invoice / Loop over invoices | |
| Delete invoice | Data Table (deleteRows) | Deletes invoice record from DB | If3 (true branch) / Switch (already paid branch) | Loop over invoices | |
| AI Agent | Langchain Agent | AI summary generation for daily reminders | Get today's sent reminders / OpenAI Chat Model | Send reminders sent summary | ## Summarize Sent Reminders & Send An Email\nSummarizes today's sent reminders using AI and send a summery email to the team like sales team or finance team |
| OpenAI Chat Model | Language Model (OpenAI) | Provides GPT-4o-mini AI text generation | AI Agent | AI Agent | |
| Send reminders sent summary | Microsoft Outlook | Sends daily summary email to internal team | AI Agent | - | |
---
### 4. Reproducing the Workflow from Scratch
1. **Create a Webhook Node: "Receive form submission"**
- Type: Webhook
- HTTP Method: POST
- Path: Unique identifier (e.g., `497e4b6f-7d3d-4839-8acb-68719b65491c`)
- Purpose: To receive Jotform submissions.
2. **Add a Code Node: "Format data"**
- Language: JavaScript
- Purpose: Parse form submission and extract structured customer, address, and item data.
- Key code: Use regex to parse billingAddress HTML string; extract customer name, email, phone, and item name.
3. **Add a QuickBooks Node: "Check if the customer exists"**
- Resource: Customer
- Operation: getAll
- Filter Query: `Where PrimaryEmailAddr = '{{ $json.customer.email }}'`
- Purpose: Check if customer exists in QuickBooks by email.
4. **Add an If Node: "If"**
- Condition: Check if customer record exists and `$json.Id` is present.
- True branch → update customer
- False branch → create customer
5. **Add QuickBooks Node (true branch): "Update the customer"**
- Operation: update
- Customer ID: `={{ $json.Id }}`
- Update fields: Billing address, GivenName, PrimaryPhone from formatted data.
6. **Add QuickBooks Node (false branch): "Create the customer"**
- Operation: create
- Fields: GivenName, PrimaryPhone, PrimaryEmailAddr, BillAddr from formatted data.
7. **Add Code Node: "Add customer id"**
- Purpose: Add `customer.id` field with the QuickBooks customer ID to data JSON.
8. **Add QuickBooks Node: "Get the product"**
- Resource: Item
- Operation: getAll
- Filter Query: `WHERE name = '{{ $json.item.name }}'`
9. **Add Code Node: "Add item id"**
- Purpose: Add `item.id` field with QuickBooks product ID.
10. **Add QuickBooks Node: "Create the invoice"**
- Operation: create
- Resource: Invoice
- Line item: Amount 1, itemId, Description "Jotform submission"
- CustomerRef: `={{ $json.customer.id }}`
11. **Add QuickBooks Node: "Send the invoice"**
- Operation: send
- Invoice ID: `={{ $json.Id }}`
- Email: Customer email from customer data.
12. **Add Set Node: "Add reminders config"**
- JSON output:
```json
{
"dataTableId": "", // Set your DB table ID here
"reminderIntervalsInDays": [2, 3, 5],
"isInvoiceTrigger": true
}
```
13. **Add If Node: "If2"**
- Condition: Check if `isInvoiceTrigger` is true
- True branch → Insert invoice to DB
- False branch → Get all invoices (start reminders process)
14. **Add Data Table Node: "Insert invoice id to DB"**
- Operation: insert
- Map: invoiceId, remainingAmount, currency, remindersSent=0 from invoice data
- Use dataTableId from reminders config.
15. **Add Schedule Trigger Node: "Schedule reminders trigger"**
- Trigger daily at 08:00 AM.
16. **Connect "Schedule reminders trigger" to "Add reminders config"**
- Set `isInvoiceTrigger` to false in this path.
17. **Add Data Table Node: "Get Invoices"**
- Operation: getAll
- Use dataTableId from reminders config.
18. **Add SplitInBatches Node: "Loop over invoices"**
- Batch size: default (usually 1) to process invoices individually.
19. **Add QuickBooks Node: "Get the invoice"**
- Operation: get
- Invoice ID from DB record.
20. **Add Switch Node: "Switch"**
- Conditions:
- send now: `Balance > 0 && next reminder date == today`
- already paid: `Balance == 0`
- send later: default
21. **Add Microsoft Outlook Node: "Send reminder email"**
- Subject: Friendly reminder with invoice number.
- To: Customer billing email.
- Body: Styled HTML content with invoice info and payment link.
22. **Add Data Table Node: "Increase sent reminders"**
- Operation: update
- Increment `remindersSent` by 1
- Update `lastSentAt` with current timestamp.
23. **Add If Node: "If3"**
- Condition: Check if `remindersSent >= length of reminder intervals`
- True → Delete invoice from DB
- False → Continue looping.
24. **Add Data Table Node: "Delete invoice"**
- Operation: deleteRows by invoiceId.
25. **Add Data Table Node: "Get today's sent reminders"**
- Operation: get
- Filter: `lastSentAt >= start of current day`.
26. **Add Langchain Agent Node: "AI Agent"**
- System message: instruct summarization and HTML formatting of reminders sent today.
- Input: Today's reminders data.
27. **Add OpenAI Chat Model Node: "OpenAI Chat Model"**
- Model: gpt-4o-mini
- Connect input from AI Agent prompt.
28. **Connect OpenAI Chat Model output back to AI Agent**
- To process the AI response.
29. **Add Microsoft Outlook Node: "Send reminders sent summary"**
- Subject: Summary of today's reminders sent
- To: Internal team email (e.g., sales@example.com)
- Body: AI-generated HTML summary.
30. **Connect all nodes according to the data flow described in the overview**
- Pay attention to branching (If nodes), batches, and trigger conditions.
31. **Configure Credentials:**
- QuickBooks OAuth2 credentials with appropriate scopes (customers, invoices).
- Outlook OAuth2 credentials for sending email.
- OpenAI API credentials for Langchain nodes.
32. **Create Database Table for Invoice Tracking:**
- Columns: invoiceId (string), remainingAmount (number), currency (string), remindersSent (number), lastSentAt (datetime).
- Provide dataTableId to Set node "Add reminders config".
---
### 5. General Notes & Resources
| Note Content | Context or Link |
|------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|
| Full workflow automates invoice creation and reminders integrating Jotform, QuickBooks Online, and Outlook email with AI-based daily summary. Suitable for freelancers, service providers, small businesses, and e-commerce sellers. | Workflow description and use case |
| Requires Jotform webhook setup: https://www.jotform.com/help/245-how-to-setup-a-webhook-with-jotform/ | Jotform webhook setup instructions |
| QuickBooks Online API setup and credentials needed: https://developer.intuit.com/app/developer/qbo/docs/get-started/get-client-id-and-client-secret | QuickBooks Online developer documentation |
| Outlook node configuration guide for email sending: https://docs.n8n.io/integrations/builtin/app-nodes/n8n-nodes-base.microsoftoutlook | Microsoft Outlook integration documentation |
| Database table schema is critical for tracking invoice reminder status; ensure columns: invoiceId (string), remainingAmount (number), currency (string), remindersSent (number), lastSentAt (datetime). Reminder intervals can be customized in "Add reminders config" node. | Database setup requirement |
| AI summary uses Langchain agent with OpenAI GPT-4o-mini; prompt designed for professional HTML email summaries with invoice details and reminders count. | AI integration details and prompt template |
| Sticky notes throughout the workflow provide context and explanations for each logical block; reviewing them aids understanding and maintenance. | Visual documentation embedded in workflow |
---
**Disclaimer:**
The provided text is extracted exclusively from an automated workflow implemented with n8n, a no-code integration and automation platform. All processing complies strictly with current content policies and contains no illegal, offensive, or protected content. All handled data is lawful and publicly accessible.