Crawl Priority Queue Design

crawling • queue • scheduling • ai-assistant

Crawl Priority Queue Design

Not all URLs deserve equal timing. A priority queue keeps urgent updates fresh without blowing budgets.

Queue tiers

  • High: IndexNow notifications, manual uploads, compliance fixes.
  • Standard: Scheduled sitemap crawls.
  • Low: Rechecks for soft 404s or stale content with low traffic.

Implementation tips

  • Use Pub/Sub or SQS with priority metadata.
  • Reserve capacity: e.g., 30 percent high, 60 percent standard, 10 percent low.
  • Track per-tenant concurrency so one customer cannot consume the entire pipeline.
  • De-duplicate URLs across queues; keep a bloom filter or dedupe cache.

Monitoring

  • Log queue depth and wait times per priority.
  • Alert when high priority waits exceed SLA.
  • Provide ops dashboards to reassign capacity during incidents.

CrawlBot example

CrawlBot’s scheduler service enforces priority queues and publishes run summaries so ops know exactly what ran. Copy this design for a predictable crawling pipeline.***