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IP-LOOKUP RESEARCH

Measure first. Claim second.

Our research hub focuses on reproducible comparisons, transparent methodology and the limits of IP-derived conclusions.

ORIGINAL, REPRODUCIBLE WORK

Research instead of another pile of generic IP articles.

Our research area is built around transparent tests and methodology. We publish live comparison tools now and reserve benchmark accuracy claims for datasets with documented ground truth.

Live research tool

IP Geolocation Accuracy Lab

Compare current provider labels, country/region/city agreement and coordinate distance.

Methodology

How Location Agreement is calculated

See the exact weighting and what the score does—and does not—mean.

Transparency

Data Sources

See which providers supply geolocation, registration, DNS and security data.

Planned benchmark series

City-level geolocation by network type, IPv4 versus IPv6 consistency, VPN endpoint classification consistency and blacklist disagreement. We will not publish made-up accuracy figures without a documented dataset.