Prompt
Need low-code crawling for lots of websites
Latest observation
Oct 4, 2026
OpenAI APIWeb search: off
If you need low-code crawling for lots of websites, the best fit is usually a tool that gives you:
- visual extraction / point-and-click selectors
- scheduling
- pagination / infinite scroll support
- batch runs across many URLs
- export to CSV/JSON/Google Sheets/webhooks
- ideally anti-bot handling and browser automation
Good low-code options
-
Browse AI
- Very low-code
- Good for monitoring pages and extracting structured data
- Easy to train on one page and run on many similar pages
-
Octoparse
- Strong for bulk scraping
- Visual workflow builder
- Handles pagination, scrolling, and some dynamic sites
-
Apify
- More powerful, still fairly low-code
- Great for scaling across many sites
- Has ready-made actors and scheduling
- Better if you need more than simple extraction
-
Phantombuster
- Good for workflows around social/media/public web data
- Less ideal for arbitrary complex websites, but very easy to use
-
WebHarvy
- Desktop-based visual scraper
- Good for straightforward sites
- Less suitable for large-scale cloud crawling
Best choice by use case
- Fastest/easiest: Browse AI
- Best general bulk crawling: Octoparse
- Best for scaling and automation: Apify
- Best for simple desktop use: WebHarvy
What to watch out for
- Many websites block aggressive crawling
- Different layouts across sites reduce automation reliability
- Login-required sites may need browser-based tools
- Check terms of service and robots policy before scraping
A practical setup for “lots of websites”
If you mean hundreds or thousands of similar sites/pages, I’d usually recommend:
- Apify if you want scale and reliability
- Octoparse if you want a GUI and don’t want to code
- Browse AI if you mostly need monitoring/extraction from a manageable number of sites
If you want, I can give you a shortlist based on your exact needs:
- websites are static or dynamic
- do you need login
- how many sites/pages
- what data you want
- where you want the output to go (CSV, Sheets, API, database)