Examples
A target may block traffic from AWS or OVH even if you rotate IPs, because the new IPs still belong to the same data center ASN.
curl https://ipinfo.io/8.8.8.8
Example response:
{
"ip": "8.8.8.8",
"org": "AS15169 Google LLC"
}
In practice, that AS15169 part is the ASN. If a site has rules against that network, changing to another Google IP does not really change the story.
With a scraping API, ASN choice is often bundled into the proxy pool. For example, if you need traffic that does not come from obvious cloud ASNs:
import requests
url = "https://www.scraperouter.com/api/v1/scrape/"
headers = {
"Authorization": "Api-Key $api_key",
"Content-Type": "application/json"
}
payload = {
"url": "https://example.com",
"country": "us"
}
resp = requests.post(url, headers=headers, json=payload)
print(resp.status_code)
print(resp.text)
Practical tips
- If a site works in local testing but falls apart at scale, check the ASN mix of your proxy pool. A lot of "random blocking" is just the target disliking your network source.
- Rotating IPs inside the same bad ASN often does almost nothing.
- Treat ASN as one signal, not the only one: targets also look at request patterns, TLS fingerprint, session behavior, cookies, and plain old rate abuse.
- For hard targets, separate your pools by network type: residential, ISP, mobile, data center.
- Log ASN alongside response status, challenge rate, and success rate. Otherwise you're guessing.
- If one ASN starts getting burned, route around it instead of retrying the same thing harder.
- You do not need to obsess over ASN for every project. For easy targets, standard data center IPs are cheaper and completely fine.
Use cases
- Proxy debugging: you are getting CAPTCHAs on one provider but not another, and the main difference is the ASN reputation.
- Pool selection: choosing residential or ISP-backed traffic for targets that are aggressive against cloud networks.
- Block analysis: figuring out why a scraper gets clean 200s in low volume, then starts returning 403s once the target notices repeated requests from the same network family.
- Cost control: using cheaper data center ASNs where they work, and saving residential traffic for the targets that actually require it.
- Routing logic: sending difficult domains through a different proxy class or provider when a specific ASN gets degraded.