
The crawlers we stopped by Cloudflare all those years ago.
Brothers who are engaged in data capture understand that Cloudflare this plug is really not vegetarian. Sensei you change UserAgent or adjust the delay, that rotating small circle always pop up in the most should not appear. Last week I helped a friend debugging collection program, three days in a row stuck in the validation page, angry almost smashed the keyboard.
Then I found out a cold fact: Cloudflare's validation mechanism is actually aTriple Surveillance System. The first level looks at IP reputation, the second checks browser fingerprints, and the third also counts behavioral patterns. Ordinary proxy pools can't carry it at all, it's like putting out a fire with a toy water pistol - totally out of the way.
The key to the breakthrough is in the quality of the agent
After trying a dozen or so programs, I found that a reliable proxy IP has to meet three conditions:
1. Survival time has to be short (preferably 5-10 minutes for automatic replacement)
2. IP types must be mixed (data center + residential mix)
3. must have browser environment isolation
This is a must.ipipgo's transient proxy service. Their IP pool has a trick up its sleeve - automatically switching browser fingerprints with each request, in conjunction with theundetected-chromedriverIt's a match made in heaven. Last time I tested it with their dynamic residential IP, it ran for 8 hours straight without triggering the verification, and it was solid as hell.
Hands-on Configuration Practice
In the case of the Python environment, for example, we need to prepare these materials:
| artifact | releases | corresponds English -ity, -ism, -ization |
|---|---|---|
| ChromeDriver | ≥114 | Browser drivers |
| ipipgo key | v2 | Get Agent |
from selenium import webdriver
import ipipgo_proxy This is the hypothetical SDK.
Get the dynamic proxy
proxy = ipipgo_proxy.get_rotating_proxy(
type='residential',
lifespan=300 5 minutes auto-destruct
)
chrome_options = webdriver.ChromeOptions()
chrome_options.add_argument(f'--proxy-server={proxy.ip}:{proxy.port}')
chrome_options.add_argument('--disable-blink-features=AutomationControlled')
driver = webdriver.Chrome(options=chrome_options)
Remember to inject the fingerprint parameter
driver.execute_cdp_cmd('Network.setUserAgentOverride', {
"userAgent": proxy.ua_string, {
"platform": proxy.platform
})
A Guide to Avoiding the Pit (Blood and Tears)
Three common mistakes newbies make:
1. IP switching too oftenCloudflare is suspicious of sudden IP changes and suggests completing at least 3-5 operations per IP before switching
2. Ignore SSL fingerprintingUserequestsRemember to configure JA3 fingerprints if you have a library, or you'll be exposed in minutes!
3. local time zone leakage: Force the target time zone in the browser parameters, e.g.--lang=en-US
Frequently Asked Questions QA
Q: Do I still need to build my own IP pool with ipipgo proxy?
A: Not at all! Their homeInstant AgentThe service comes with 20 million + dynamic IPs, more than 10 times more stable than self-built.
Q: What should I do if I encounter a real person for verification?
A: Terminate the current session immediately and retry with a geographically similar residential IP. ipipgo'sCity-level positioningThe function can accurately match the location of the target website.
Q: Why do you recommend the Python program?
A: Node.js program is prone to memory leaks, Java is too heavy. python selenium + ipipgo combination of measured success rate to 92%, the key is good debugging.
Lastly, don't believe in those wild ways of teaching people to change hosts, Cloudflare's AI detection system is smarter than we think. If you really want to get stable data in the long run, you still need to rely on theipipgoThis professional agency service provider. The last time I saw their newFingerprint confusionFunction, even Canvas fingerprints can be camouflaged, this wave of operation is really a descending blow.

