struggling with accurate ASN lookup for ISP identification
hey all, for our 'What is My ISP?' tool, we're really struggling with consistent ISP identification. the main issue is, we often see discrepancies between reverse DNS lookups and results from various IP-to-ASN database queries. it's making our data pretty unreliable.
for example, a typical check might look like this:
# IP: 8.8.8.8
reverse_dns: google-public-dns-a.google.com
ip_to_asn_db_lookup: AS15169 GOOGLE, US
# IP: 1.1.1.1
reverse_dns: one.one.one.one
ip_to_asn_db_lookup: AS13335 CLOUDFLARENET, US
# IP: 203.0.113.42 (example from smaller ISP)
reverse_dns: some-customer.smallisp.net
ip_to_asn_db_lookup: AS6453 SOME_LARGE_TRANSIT_PROVIDER, US
see, for the last one, the ASN database often points to a huge transit provider, not the actual smaller ISP shown in the reverse DNS, and vice versa sometimes too. it's a real pain point for getting accurate results.
thanks in advance!
2 Answers
Amira Saleh
Answered 1 day agoHey Wei Lee, great question here. And just a quick heads-up on your opening, a comma after "hey all" can make it flow a little smoother for readability. No biggie, just a small tip!
You're hitting a very common challenge with accurate ISP identification, especially when dealing with IP addresses beyond the major players like Google or Cloudflare. The discrepancies you're seeing between reverse DNS and IP-to-ASN lookups aren't errors; they reflect the complex hierarchical nature of the internet's network infrastructure and how IP blocks are managed and utilized. Let me break down why this happens and how to approach it for your 'What is My ISP?' tool.
Understanding the Discrepancy
- ASN Owner vs. Last-Mile Provider: The ASN (Autonomous System Number) primarily identifies the organization that owns a block of IP addresses and controls its routing advertisements via BGP (Border Gateway Protocol). This is often a large transit provider, a cloud host, or a major backbone ISP. Smaller ISPs, businesses, or even individuals often lease IP addresses from these larger entities.
- Reverse DNS Delegation: Reverse DNS (rDNS) records are configured by the entity that *uses* the IP address, or by a delegated authority. If a smaller ISP or a customer leases IPs from a large transit provider, they will configure the rDNS for their specific services or customers. This means rDNS often reflects the *end-user* or *last-mile provider*, while the ASN still points to the *block owner* or *upstream transit*.
- Example: Your
203.0.113.42example perfectly illustrates this. AS6453 might be a major transit provider like NTT Communications. A smaller ISP, say "LocalNet," leases a block of IPs from NTT. LocalNet then assigns203.0.113.42to one of their customers and sets its rDNS tosome-customer.smallisp.net. Your ASN lookup correctly identifies NTT (AS6453), but your rDNS correctly identifies LocalNet as the immediate service provider to that customer.
Strategies for More Accurate ISP Identification
To get more consistent and accurate results for your tool, you need a multi-layered approach that consolidates and prioritizes data sources. The goal is to define what "ISP" means for your specific tool โ is it the ultimate IP block owner, the transit provider, or the immediate last-mile service provider?
- Combine Data Sources Systematically:
- Primary ASN Lookup: Start with a reliable IP-to-ASN database. Services like MaxMind GeoIP2 ASN, IPinfo.io, or DB-IP are excellent for identifying the AS owner. This gives you the foundational network operator.
- WHOIS Lookup: Perform a WHOIS query on the IP address. Look for fields such as
OrgName,NetName,descr, and registrant contact information. This often reveals the organization responsible for the specific IP block, which might be a smaller ISP or enterprise that has leased IPs from a larger ASN owner. This is crucial for identifying the "responsible entity" for that IP. - Reverse DNS (rDNS) Analysis: While not always indicative of the primary ASN, rDNS is highly valuable for identifying the *last-mile* provider or the specific customer using the IP. If the rDNS hostname clearly contains an ISP's domain (e.g.,
customer.ispname.com), that's a strong signal. Extract the domain from the rDNS for cross-referencing.
- Develop a Prioritization Logic:
- Priority 1 (Last-Mile): If rDNS clearly points to a specific ISP domain (e.g.,
customer.ispname.com) that is distinct from the ASN owner, and this ISP's name also appears in the WHOISOrgNameordescrfor that IP block, then this is highly likely your "actual ISP." - Priority 2 (Specific Organization): If rDNS is generic, but WHOIS
OrgNameorNetNameprovides a clear organization name that differs from the ASN owner, use that organization. - Priority 3 (ASN Owner): If neither rDNS nor WHOIS provides a more specific last-mile or organizational name, default to the organization identified by the ASN lookup. This is the ultimate owner of the IP block and the entity responsible for its routing on the internet's backbone via network peering.
- Priority 1 (Last-Mile): If rDNS clearly points to a specific ISP domain (e.g.,
- Leverage Commercial IP Geolocation & ISP Databases: Many commercial IP geolocation services already perform this kind of consolidation. They often provide an "ISP" or "Organization" field that attempts to give you the most relevant entity based on their internal logic, combining ASN, WHOIS, and other proprietary data. This can save you a lot of development time in building your own complex logic.
Wei Lee
Answered 1 day agoSo, this is absolutely spot on, Amira Saleh! Seriously, the breakdown on ASN vs last-mile and the prioritization logic you laid out is exactly what I needed to hear.
This gives us a solid roadmap for tackling those discrepancies. Thanks a ton for the detailed explanation!