Automate JPG to PDF Conversion with n8n and ConvertAPI

Learn how to automate the conversion of JPG images to PDF files using n8n and ConvertAPI. This workflow downloads an image, converts it securely to PDF, and saves it locally, saving time and manual effort.
manualTrigger
httpRequest
readWriteFile
+1
Workflow Identifier: 2474
NODES in Use: Manual Trigger, HTTP Request, Read/Write File, Sticky Note

Press CTRL+F5 if the workflow didn't load.

Learn how to Build this Workflow with AI:

Visit through Desktop for Best experience

What This Workflow Does

This workflow gets a JPG image from the web and turns it into a PDF file automatically.

It helps fix the problem of spending too much time converting images manually into PDF files.

At the end, you get a saved PDF file ready to use or share.

The workflow downloads, converts, and saves the file with little or no manual work.


Tools and Services Used

  • n8n: Automation builder where the workflow runs.
  • Manual Trigger node: Starts the workflow when clicked.
  • HTTP Request node: Downloads the JPG and sends it to ConvertAPI.
  • ConvertAPI: A service that does the JPG to PDF conversion using a secure API.
  • Read/Write File node: Saves the PDF file on your device.
  • Sticky Note node: Shows reminders about API key needs.

Inputs, Processing Steps, and Output

Input

The input is a JPG image URL set in the HTTP Request node that downloads the file.

Processing

  • Download the JPG image as a file.
  • Send the file to ConvertAPI with proper authentication.
  • Receive the converted PDF file back from the API.
  • Write and save the PDF file locally on disk.

Output

A PDF file named as assigned in the Read/Write File node, saved on your system.


Beginner Step-By-Step: How to Use This Workflow in Production

Step 1: Download and Import the Workflow

  1. Click the Download button on this page to get the workflow file.
  2. Open the n8n editor where you want to use the workflow.
  3. Use the Import From File option and select the downloaded file to add it.

Step 2: Configure Credentials and Settings

  1. Add your ConvertAPI API Key in the HTTP Request node used for conversion.
  2. Check and update any IDs, emails, channels, or folder paths as needed.
  3. Confirm the source image URL in the download node is correct if using a new image.
  4. Set the filename and location in the Read/Write File node where the PDF will save.

Step 3: Test the Workflow

  1. Click Execute Workflow to run the setup and check for any errors.
  2. Ensure the PDF file is correctly saved to the chosen location.

Step 4: Activate Workflow for Production

  1. Turn on Active mode for the workflow to run on demand.
  2. Use the manual trigger button to start the process when needed, or replace it later with a Cron node for automation.

For users running self-host n8n, make sure local storage permissions allow the PDF file saving.


Common Customizations

  • Change the image URL in the HTTP Request node to convert different JPG files.
  • Rename the output PDF file or change its save path in the Read/Write File node.
  • Switch the conversion type from JPG to PNG by changing API endpoint to /convert/png/to/pdf.
  • Replace Manual Trigger with Cron node for regular automatic runs.

Edge Cases and Troubleshooting

Authentication Errors

If the ConvertAPI key is incorrect, the conversion fails.

Fix by verifying and updating API Key in the conversion HTTP Request node.

Download Node Issues

Fails if Response Format is not set to File in the download HTTP Request node.

Set Response Format to File and run again.

Saving PDF Failures

Could happen if file paths or data mappings are wrong or if write permission is missing.

Check the Read/Write File node mapping and folder write rights.


Pre-Production Checklist

  • Confirm the ConvertAPI credentials are active.
  • Manually test the workflow with sample JPG image.
  • Verify each node processes data correctly without errors.
  • Ensure PDF saves to correct folder and is accessible.
  • Back up important files to avoid overwrite loss.

Deployment Guide

Save and activate the workflow in n8n.

Execute workflow manually via the Manual Trigger node anytime a PDF conversion is needed.

Switch to a Cron trigger for scheduled automatic operation if preferred.

Use n8n workflow logs to monitor for errors and performance updates.


Summary of Benefits and Results

✓ Save hours of manual file conversion work.

✓ Stop mistakes caused by manual file handling.

✓ Get converted PDF files saved automatically.

→ Workflow runs when you want or on schedule.

→ Makes creating professional PDF catalogs easier.


Frequently Asked Questions

Yes, by changing the API endpoint URL in the ConvertAPI HTTP Request node to /convert/png/to/pdf.
Yes, each image to PDF conversion uses credits from the user’s ConvertAPI subscription.
ConvertAPI uses secure HTTPS connections and requires authenticated API requests to protect file data.
Yes, by updating the filename and path parameters in the Read/Write File node, users can choose where to save the PDF.

Promoted by BULDRR AI

Related Workflows

Automate Viral UGC Video Creation Using n8n + Degaus (Beginner-Friendly Guide)

Learn how to automate viral UGC video creation using n8n, AI prompts, and Degaus. This beginner-friendly guide shows how to import, configure, and run the workflow without technical complexity.
Form Trigger
Google Sheets
Gmail
+37
Free

AI SEO Blog Writer Automation Workflows in n8n

A complete beginner guide to building an AI SEO blog writer automation using n8n.
AI Agent
Google Sheets
httpRequest
+5
Free

Automate CrowdStrike Alerts with VirusTotal, Jira & Slack

This workflow automates processing of CrowdStrike detections by enriching threat data via VirusTotal, creating Jira tickets for incident tracking, and notifying teams on Slack for quick response. Save hours daily by transforming complex threat data into actionable alerts effortlessly.
scheduleTrigger
httpRequest
jira
+5
Free

Automate Telegram Invoices to Notion with AI Summaries & Reports

Save hours on financial tracking by automating invoice extraction from Telegram photos to Notion using Google Gemini AI. This workflow extracts data, records transactions, and generates detailed spending reports with charts sent on schedule via Telegram.
lmChatGoogleGemini
telegramTrigger
notion
+9
Free

Automate Email Replies with n8n and AI-Powered Summarization

Save hours managing your inbox with this n8n workflow that uses IMAP email triggers, AI summarization, and vector search to draft concise replies requiring minimal review. Automate business email processing efficiently with AI guidance and Gmail integration.
emailReadImap
vectorStoreQdrant
emailSend
+12
Free

Automate Email Campaigns Using n8n with Gmail & Google Sheets

This n8n workflow automates personalized email outreach campaigns by integrating Gmail and Google Sheets, saving hours of manual follow-up work and reducing errors in email sequences. It ensures timely follow-ups based on previous email interactions, optimizing communication efficiency.
googleSheets
gmail
code
+5
Free