How do you handle IP bans when scraping at scale?

After years of building data pipelines and automation workflows, one problem still haunts every team I've worked with: proxy IP bans killing production jobs.

You spend weeks building a robust scraper, deploy it to production… and suddenly half your requests are getting 403'd or CAPTCHA'd. Sound familiar?

Over time, I've picked up a few practical strategies that actually move the needle. Thought I'd share what's worked for our team:

1. Match rotation strategy to your use case

Not all rotation is equal. Per-request rotation is great for high-volume data collection where each call is independent. But for session-based workflows (like form submissions or multi-step automation), sticky sessions with longer IP persistence actually reduce ban rates more than aggressive rotation. Pick the right tool for the job.

2. Quality of IP pool matters more than quantity

A million datacenter IPs will get blocked faster than 100k properly sourced residential IPs. When evaluating providers, look at: geographic diversity (city-level targeting is a game-changer for local market research), ASN distribution, and whether they actually vet their residential sources. Cheap proxies are expensive in wasted engineering hours.

3. Configure concurrency thoughtfully

Blasting 1000 concurrent requests from the same subnet is a surefire way to get flagged. Distribute your traffic across IPs and regions, implement smart retry with exponential backoff, and add realistic request timing. The goal is to look like human traffic, not a DDoS attack.

4. Pricing transparency is non-negotiable

So many providers advertise low rates then nickel-and-dime you with overage fees, bandwidth charges, or "premium IP" upsells. Always calculate your total cost of ownership — not just the sticker price.

Full transparency: we ended up building our own proxy platform because we couldn't find one that checked all these boxes. That's how Pxyedge was born — 80M+ verified residential IPs across 100+ countries, per-request rotation, full SOCKS5/HTTP support via RESTful API, and truly transparent pay-as-you-go pricing. If you're proxy-shopping, give it a look: https://pxyedge.com

Curious what the PH community thinks — what's the biggest proxy pain point you're dealing with right now, and how are you solving it? Would love to compare notes.