← Glossary / CIDR Block

What is CIDR Block?

A CIDR Block (Classless Inter-Domain Routing) is a contiguous range of IP addresses sharing the same network prefix. In scraping, it defines your blast radius. Anti-bot systems rarely play whack-a-mole with individual IPs; when malicious traffic crosses a threshold, they blackhole the entire /24 or /16 subnet. If your proxy provider sources 10,000 IPs from a single datacenter CIDR block, one burned IP means your entire pipeline goes dark.

IP ProxiesSubnetsBan EvasionNetwork LayerASN
// 02 — definitions

The blast
radius.

Why rotating IPs isn't enough if they all share the same network prefix, and how target firewalls group traffic.

Ask a DataFlirt engineer →

TL;DR

A CIDR block groups IP addresses by a shared routing prefix. A /24 block contains 256 IPs, while a /16 contains 65,536. Modern WAFs like Cloudflare and Akamai track reputation at the CIDR level. Proxy diversity isn't about the raw number of IPs you control; it's about the number of distinct, isolated CIDR blocks in your pool.

01Definition & structure

A CIDR Block (Classless Inter-Domain Routing) is a method of allocating IP addresses. It is represented by an IP address followed by a slash and a prefix length (e.g., 10.0.0.0/24). The prefix length indicates how many bits of the address are fixed for the network, leaving the remaining bits for individual host IPs.

In the context of web scraping, CIDR blocks represent the grouping of your proxy infrastructure. Because IP addresses are often purchased and assigned in contiguous blocks, all IPs in a /24 subnet are usually owned by the same entity and located in the same datacenter.

02How anti-bots use CIDR blocks

Modern Web Application Firewalls (WAFs) do not evaluate IP reputation in isolation. They aggregate risk scores at the /24 (IPv4) or /64 (IPv6) subnet level. If a scraper hits a target using 192.168.1.10 and gets flagged, the WAF increases the threat score for the entire 192.168.1.0/24 block.

If multiple IPs in that block exhibit bot-like behavior, the WAF will deploy a subnet-level block. Any subsequent request from a completely fresh, unused IP in that same CIDR block will be instantly rejected with a 403 or a CAPTCHA.

03Datacenter vs Residential CIDRs

Datacenter proxies are highly vulnerable to CIDR blocking because they are provisioned in large, contiguous blocks. A provider might sell you 1,000 IPs, but they all sit within four /24 subnets. Banning them is trivial for a WAF.

Residential proxies, by contrast, are highly fragmented. Because they are sourced from individual consumer devices, a pool of 1,000 residential IPs might span 900 different /24 CIDR blocks across dozens of ISPs. This fragmentation makes subnet-level blocking nearly impossible without causing massive collateral damage to real human users.

04How DataFlirt handles it

We treat subnet diversity as a primary routing metric. Our proxy orchestrator maps the CIDR topology of our entire fleet. When scheduling a high-concurrency crawl, we enforce strict cross-CIDR scattering—ensuring that no two concurrent requests to the same target originate from the same /24 block.

If we detect elevated challenge rates on a specific IP, we don't just rotate the IP; we quarantine the entire /24 subnet for that specific target domain, allowing its reputation to recover before it triggers a hard ban.

05The "noisy neighbor" problem

If you buy shared proxies, you share CIDR blocks with other customers. Even if your scraping pipeline is perfectly tuned, respectful of rate limits, and uses flawless browser fingerprints, your IPs can still be blocked.

Why? Because another customer using the same proxy provider might be running a brute-force attack against your target using different IPs in the same /24 block. The WAF bans the subnet, and your pipeline goes down as collateral damage. This is why dedicated IPs or highly fragmented residential pools are required for mission-critical data extraction.

// 03 — subnet math

Calculating
proxy diversity.

Anti-bot systems track reputation at the /24 and /16 levels. DataFlirt's proxy scheduler uses these formulas to ensure concurrent requests are distributed across isolated network prefixes, preventing subnet-level penalties.

IPs per CIDR block = 2(32prefix)
A /24 yields 256 IPs. A /28 yields 16. IPv4 only. RFC 4632
Subnet penalty threshold = Pban = flagged_ips / total_ips_in_cidr
If > 5% of a /24 is flagged, WAFs often drop the whole block. Common WAF heuristic
DataFlirt subnet entropy = E = unique_subnets / total_requests
We maintain E > 0.85 per target to prevent CIDR clustering. Internal SLO
// 04 — what the WAF sees

When a whole
subnet burns.

A simulated trace of a naive scraper rotating IPs sequentially within the same /24 datacenter block. The WAF detects the pattern and escalates from an IP ban to a CIDR ban.

WAF logsSubnet banAuto-remediation
edge.dataflirt.io — live
CAPTURED
// inbound traffic analysis
target: "api.target.com/v1/pricing"
ip: "104.28.14.55" subnet: "104.28.14.0/24"
status: 403 Forbidden // rate limit exceeded

// scraper rotates to next IP in same block
ip: "104.28.14.102" subnet: "104.28.14.0/24"
status: 403 Forbidden // fingerprint match

// WAF threshold evaluation
cidr_24_flags: 14 threshold: 10
waf_rule: "block_high_risk_subnet"
action: blackhole 104.28.14.0/24

// DataFlirt auto-remediation
event: subnet_burned
action: "evicting /24 from active pool"
action: "rotating to residential 185.199.10.0/24"
ip: "185.199.10.12" subnet: "185.199.10.0/24"
status: 200 OK
// 05 — block triggers

Why entire
subnets burn.

The behaviors that cause a target's firewall to escalate from an IP-level rate limit to a permanent CIDR-level ban. Ranked by frequency across our monitored pipelines.

SAMPLE SIZE ·  ·  ·  ·    1.2M proxy bans
WINDOW ·  ·  ·  ·  ·  ·   90d trailing
UPDATED ·  ·  ·  ·  ·  ·  2026-05-19
01

High 403 density in /24

WAF heuristic · Too many bad IPs spoil the block
02

Datacenter ASN classification

IP type · AWS/DO blocks are banned preemptively
03

Sequential IP rotation

behavioral · Scraper iterating .1, .2, .3
04

Noisy neighbors

shared proxy · Other users burning your shared CIDR
05

Missing reverse DNS (PTR)

infrastructure · Poorly configured proxy subnets
// 06 — subnet routing

Rotate the prefix,

not just the IP address.

A proxy pool with 10,000 IPs is useless if they all belong to four /24 CIDR blocks. When one IP gets flagged, the target's WAF applies a penalty score to the entire subnet. DataFlirt's proxy orchestrator maps the CIDR topology of our residential and mobile pools, ensuring that concurrent requests to the same target never originate from the same /24 block. True proxy diversity is measured in subnets, not IP counts.

proxy-subnet-map.json

Live CIDR distribution for a high-concurrency scraping job.

target.domain api.retailer.com
pool.total_ips 14,200
pool.unique_24s 842 subnets
routing.strategy cross-cidr-scatter
subnet.104_28_14 evictedburned
subnet.185_199_10 activetrust: high
pipeline.status nominal

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// 07 — FAQ

Common
questions.

About CIDR notation, subnet blocking, proxy diversity, and how DataFlirt manages IP reputation at the network level.

Ask us directly →
What exactly is a /24 CIDR block? +
In IPv4, an IP address has 32 bits. The "/24" means the first 24 bits are fixed (the network prefix), leaving 8 bits for individual host addresses. 2^8 equals 256 IPs. So, 192.168.1.0/24 represents all IPs from 192.168.1.0 to 192.168.1.255. It is the most common unit of blocking used by firewalls.
Why do websites ban entire CIDR blocks instead of single IPs? +
Efficiency and predictive defense. If a WAF detects 15 different IPs from the same /24 block launching credential stuffing attacks or aggressive scraping, it assumes the entire block is owned by a single bad actor (like a proxy provider or a botnet). Banning the whole /24 preempts attacks from the remaining 241 IPs in that subnet.
How do I know if my proxy provider is giving me diverse CIDRs? +
You have to test it. Resolve the IPs your proxy endpoint assigns you over 1,000 requests and group them by their /24 prefix (the first three octets). If you get 1,000 unique IPs but they all start with 45.22.11.x, you have zero CIDR diversity. You are highly vulnerable to a single subnet ban.
Does IPv6 solve the CIDR blocking problem? +
Yes and no. IPv6 provides a massive number of IPs (a /64 block gives you 18 quintillion IPs). However, because IPs are so cheap, WAFs are even more aggressive. Cloudflare routinely blocks entire /64 or even /48 IPv6 blocks at the first sign of bot traffic. You still need prefix diversity, just at a different scale.
How does DataFlirt prevent CIDR bans? +
We don't just rotate IPs; we scatter requests across distinct ASNs and /24 subnets. Our orchestrator tracks the reputation of every /24 block per target. If an IP in a subnet receives a CAPTCHA or a 403, we temporarily rest that entire subnet for that specific target to let its reputation cool down, preventing a hard ban.
What is the difference between ASN blocking and CIDR blocking? +
An ASN (Autonomous System Number) represents a whole network organization (like AWS or Comcast) and contains many CIDR blocks. A CIDR block is a specific subnet within that ASN. WAFs will block a specific /24 CIDR for bad behavior, but they will block an entire ASN if the organization itself is deemed entirely non-human (e.g., blocking all of DigitalOcean).
$ dataflirt scope --new-project --target=cidr-block READY

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