I will build a web scraping and automated reporting workflow in n8n

Pulling data from several sources by hand does not scale. Field names do not match, duplicates pile up, and someone redoes it every week.

I build the workflow that does it for you, in n8n:

COLLECT - pull permitted data from websites, APIs, files or cloud sources

CLEAN - normalise fields, drop duplicates, flag broken records

STORE - write clean rows into Google Sheets, Airtable or a database

REPORT - scheduled summary to email, Slack or Telegram

The workflow runs on a schedule and tells you when something breaks, instead of failing quietly. That matters more than it sounds: most automations report success while delivering nothing.

Works for market research, price and competitor monitoring, directory building and internal reporting.

You get the workflow inside your own n8n instance, documented, so you can maintain and extend it yourself. No black box, no lock-in.

I only collect publicly accessible data and respect robots.txt and site terms. If a source does not allow it, I will say so before you order.

Message me with your sources and the output you need, and I will tell you if it is doable before you pay anything.