AI data collection is gathering public web text, images, and metadata to train or ground models, at a volume that ordinary office IPs cannot sustain. Soft blocks — HTTP 200 with a challenge page — poison datasets if you treat them as content. Residential exits reduce that failure mode because the target sees a household ISP, not a cloud ASN. Aethyn Premium covers broad crawls; Elite is for sites that already challenge datacenter and cheap residential. Bandwidth never expires, so a weekend pipeline does not burn a monthly allotment. Respect robots.txt, terms, and personal-data law; proxies are the access layer, not a license to ignore them. How-to pipelines live under solutions; this page is which pool to buy and why.
Key Benefits
The Challenges We Solve
How It Works
Integrate Aethyn proxies into your distributed data pipeline.
Use massive parallelism with unlimited concurrent threads.
Rotate IPs on every request to avoid detection by target sites.
Stream data directly into your training environments.
Premium or Elite for this job?
This use case usually needs Elite — higher-reputation exits plus city and ISP targeting. Premium still works for volume on easier hosts.
Premium for volume. Elite when anti-bot is the job.
| Premium | Elite | |
|---|---|---|
| Targeting | Country | Country, city, ISP |
| Session | Rotating or sticky | Rotating or sticky |
| Best for | Scale crawls, SEO, pricing | Cloudflare, Akamai, DataDome |
