Collect data from very different websites.
AI-powered scraping bots
In simple words: When every website looks different, we use AI to read each page and pull out the same details, so you get one tidy table.
Scraping and automation bots with AI helpers that extract fields from messy pages, clean results and keep working when layouts shift.
For example: A sales team needed the same fields from thousands of company websites that all looked different. One clean table instead of thousands of hand-read pages. See how we did it ↓
The problem
Why teams come to us
Plain scrapers break on unstructured pages, and generic AI agents skip the browser and data layer you actually need.
What you get
- Custom scraping bots with Playwright or Selenium
- AI-assisted parsing and field mapping for unstructured pages
- Scheduled or on-demand runs
- CSV, Excel, JSON or Sheets output
- Source code and setup notes
- Harder multi-page flows and authorised logins on request
Benefits
What changes for your team
Handles messy, inconsistent pages
Less maintenance when layouts shift
Cleaner output with fewer manual fixes
Combines scraping and AI in one pipeline
How it works
From first call to working result
- 1
Discovery call
A free 30-minute call to map your goal, sources, volume and where the result should land. NDA on request.
- 2
Sample first
We build a small working sample so you can check fields, format and quality before the full build.
- 3
Build & test
We build the full solution, test it on real data and edge cases, and share progress as we go.
- 4
Deliver & support
You get the result, the source code and short handover notes, plus fixes during the support window.
Example project
Company facts from thousands of different websites
- The challenge
- A sales team needed the same fields from thousands of company websites that all looked different.
- What we built
- We combined a crawler with an AI extraction step that finds the fields on each site and returns a consistent structure.
- The outcome
- One clean table instead of thousands of hand-read pages.
An illustrative example of a typical AI-powered scraping bots engagement.
Use cases
Where this helps
Tech stack
Tools we use
FAQ
Questions about AI-powered scraping bots
Who pays for the AI usage?
You provide your own API key for OpenAI, Claude or Gemini, so you keep control of costs.
Is AI extraction accurate?
It is very good on messy pages; we add validation and sample checks so you can trust the output.
Which sites can you work on?
Public pages and flows you are authorised to access, always respecting site terms.
Related services
Often combined with
Ready to talk about AI-powered scraping bots?
Send a short brief or book a call. A senior engineer replies within a few hours.