Are there any tools that support bulk data scraping with scheduling?

Yes — there are several tools that support bulk scraping and scheduled runs. The best choice depends on whether you want a no-code tool, a browser automation tool, or a developer-oriented scraping platform.

No-code / low-code options

• Octoparse — visual scraping, supports large-scale extraction and scheduled tasks.
• ParseHub — can automate recurring scrapes and handle bulk data collection.
• Import.io — enterprise-focused, built for recurring scraping and structured data extraction.
• WebHarvy — easier desktop-based scraping with scheduling options.

Developer / automation-focused

• Apify — very popular for scalable scraping, scheduling, and cloud execution; supports bulk jobs.
• Browse AI — easier automation with recurring monitoring and scraping.
• Puppeteer / Playwright + cron — if you’re building your own solution, these can be scheduled with a scheduler like cron, Airflow, or GitHub Actions.
• Scrapy + Scrapy Cloud / scheduler — good for large-scale scraping if you’re comfortable coding.

Enterprise / workflow platforms

• Diffbot — structured extraction at scale, with recurring crawls.
• Zyte — scraping infrastructure and managed extraction services, often used for scheduled crawling.
• Bright Data — infrastructure plus scraping tools/services, can be scheduled via your own workflows.

Things to look for

If scheduling is important, check whether the tool supports:

• Recurring jobs or cron-like schedules
• Cloud execution so your machine doesn’t need to stay on
• Export/webhook/API delivery
• Large concurrency / rate limiting controls
• Proxy management and anti-bot handling

If you want, I can recommend the best tool for your use case based on:

1. website type,
2. volume of data,
3. whether you want code or no-code, and
4. where the data should go (CSV, database, API, etc.).