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Extract product info from website screenshots with Dumpling AI + Sheets

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Extract product info from website screenshots with Dumpling AI + Sheets preview
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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

What this workflow does This workflow extracts product details—like name, price, discount, and rating— from website screenshots using Dumpling AI. It starts when a new product page URL is added to ...

Best for

  • Market Research automation workflows
  • Multimodal AI automation workflows
  • intermediate n8n builders looking for reusable templates

Tools used

n8n-nodes-base.googlesheetstrigger, n8n-nodes-base.httprequest, n8n-nodes-base.extractfromfile, n8n-nodes-base.set, n8n-nodes-base.googlesheets, n8n-nodes-base.stickynote

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Yang.

Original n8n.io source

1.1 Workflow description

Title
Extract product info from website screenshots with Dumpling AI + Sheets
Workflow name
Extract product info from website screenshots with Dumpling AI + Sheets

What this workflow does

This workflow extracts product details—like name, price, discount, and rating—
from website screenshots using Dumpling AI. It starts when a new product page
URL is added to a Google Sheet, captures a screenshot of that page, extracts
visible product info from the image, and writes the results back into the sheet.

What problem is this workflow solving?

Many product pages block traditional scraping tools or use unstructured layouts.
This workflow bypasses HTML limitations by using visual AI extraction, making
it reliable even when content is embedded in images or hard to parse with code.

Who is this for?

This is ideal for eCommerce researchers, pricing analysts, marketers, or anyone
building a product database from websites without needing to code or maintain
complex scrapers.

Setup

  1. Create a Google Sheet with a column named "Site" (or update the trigger).
  2. Add your product page URLs in this column—one per row.
  3. Connect your Google Sheets and Dumpling AI credentials in n8n.
  4. Ensure your Dumpling AI account has API access for screenshots and extraction.

How to customize the workflow

  • Prompt adjustment:
    In the “Extract Text from Screenshot” node, you can modify the prompt to
    extract other information like brand name, delivery time, or availability.

  • Add more fields:
    After the extraction, edit the “Format Extracted Data” node to map additional
    fields from the response to your Google Sheet columns.

  • Change output destination:
    You can easily replace the Google Sheets module with Airtable, Notion, or
    another app if preferred.

> ⚠️ This works best when the product data is clearly visible in the screenshot.
> It won’t extract info that’s hidden behind popups or loaded via user interaction.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Watch for New Screenshot URLs in Google Sheets

Type / Role
n8n-nodes-base.googleSheetsTrigger - googleSheetsTrigger
Config choices
Version 1

Block 2 - Create Screenshot File via Dumpling AI

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 3 - Download Screenshot Image File from Dumpling AI

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 4 - Extract Text from Screenshot with Dumpling AI

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 5 - Convert Image File to Base64

Type / Role
n8n-nodes-base.extractFromFile - extractFromFile
Config choices
Version 1

Block 6 - Format Extracted Data for Google Sheets

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 7 - Save extracted data to Google Sheets

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.6

Block 8 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

3. Summary Table

Workflow Extract product info from website screenshots with Dumpling AI + Sheets
Complexity intermediate
Nodes 8
Categories Market Research, Multimodal AI
Author Yang
Published 23 Jun 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/5169/5169.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Extract product info from website screenshots with Dumpling AI + Sheets do?

What this workflow does This workflow extracts product details—like name, price, discount, and rating— from website screenshots using Dumpling AI. It starts when a new product page URL is added to ...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Market Research, Multimodal AI use case.