The most important thing I’ve learned working with IP geolocation is to prioritize how the service handles edge cases like VPNs or proxies. Even if the documentation looks solid, testing how the API classifies these hits is crucial if your app depends on accurate location data for compliance or content gating. I’d definitely check if they offer ‘is_proxy’ or ‘is_vpn’ fields directly in the JSON response, as it saves you from having to cross-reference with another database later. Also, make sure to look closely at their status code strategy for rate limiting. Some providers return 429s, but others might send a 200 with an error object inside the payload, which can break your error handling logic if you aren’t expecting it.
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