Prompt
Are there any tools that support bulk data scraping with scheduling?
Latest observation
Sep 14, 2026
PerplexityWeb search: on
Yes. Several scraping platforms and tools support bulk data extraction with built-in scheduling, so you can run recurring jobs without managing your own cron/orchestration layer. folk
Tools with bulk + scheduling
- Apify – Actor-based platform with thousands of prebuilt scrapers (e‑commerce, social, search, etc.). You can run bulk jobs across many URLs and schedule them via cron expressions or the UI; outputs go to datasets, S3, webhooks, etc. axiobench
- Thunderbit – AI/no‑code scraper that supports bulk runs across thousands of URLs and scheduled monitoring (hourly to monthly). Good for price/stock/listing tracking and lead updates. browse
- Octoparse – No‑code desktop/cloud scraper with cloud runs and scheduled tasks; designed for recurring structured extractions at scale. folk
- Browse AI – No‑code robots with “Bulk Run” across many URLs and scheduling from hourly to monthly; integrates with Sheets/Airtable/Zapier/webhooks. folk
- ParseHub – Visual scraper with cloud execution and scheduled recurring crawls for ongoing data collection. thunderbit
- Import.io / Mozenda – Enterprise‑oriented no‑code/low‑code platforms with scheduled crawls and bulk exports for repeatable pipelines. thunderbit
- Actowiz Scheduler API – API-first orchestration for scraping jobs with cron scheduling, retries, dependency chains, and parallel execution; delivers results to S3/Snowflake/webhooks. actowizsolutions
- Bright Data (Web Scraper IDE / datasets) – Can run large-scale scrapers and scheduled collections, often orchestrated via your own systems or their managed options. axiobench
How they typically work
- Define a scraper (visually or via code/actor).
- Provide a large URL list or pagination rules for bulk extraction.
- Set a schedule (cron or UI: hourly/daily/weekly/etc.).
- Choose an export destination (CSV/JSON, Google Sheets, S3, webhook).
- The platform handles retries, proxy rotation, and anti‑bot measures. browse
If you share your target sites and frequency (e.g., “daily price checks for 10k product pages”), I can narrow this to 2–3 best-fit options. axiobench
Brands
Citations
- https://www.folk.app/articles/best-linkedin-data-scrapers
- https://www.browse.ai/blog/the-best-ai-web-scraper-tools
- https://www.browserless.io/blog/best-web-scraping-tools-for-data-extraction
- https://www.lobstr.io/blog/best-idealista-scrapers
- https://axiobench.com/best/scrap-software/
- https://www.actowizsolutions.com/scheduler-api.php
- https://www.therundown.ai/tools/thunderbit
- https://www.lobstr.io/blog/trustpilot-scrapers
- https://senkrondata.com/data-for-ai/scraper-apis
- https://www.lobstr.io/blog/best-linkedin-profile-scrapers
- https://thunderbit.com/blog/best-ai-web-scraper-tools
- https://thunderbit.com/blog/best-data-crawling-tools