Prompt
What should I use if I need scheduled scraping jobs every day?
Latest observation
Oct 4, 2026
OpenAI APIWeb search: off
If you need scheduled scraping jobs every day, the usual choice is:
Best option: a scheduler + a scraping script
- Cron on Linux/macOS
- Task Scheduler on Windows
- A cloud scheduler like:
- GitHub Actions (simple, good for small jobs)
- AWS EventBridge + Lambda/ECS
- Google Cloud Scheduler + Cloud Run/Functions
- Azure Logic Apps / Functions
If the scraping is more complex or at scale
Use a workflow/orchestration tool:
- Airflow
- Prefect
- Dagster
Practical recommendation
- Small/simple daily scrape: cron or GitHub Actions
- Reliable production scraping: Airflow or Prefect
- Heavy scraping / many targets: a queue-based system with workers, plus a scheduler
Tip
If your jobs need retries, logging, alerting, and dependency handling, don’t rely on plain cron alone—use a scheduler with monitoring.
If you want, I can recommend the best setup based on your stack (Python/Node), hosting, and how many sites you need to scrape.