IP Intelligence​ API.​

Implement real-time IP enrichment at scale.

Spur Context API transforms raw IPs into actionable intelligence in milliseconds, delivering verified, explainable context where it matters most.

Spur Context API provides hosted IP enrichment lookups of the highest-fidelity IP intelligence available. With pre-built integrations into the most common threat analysis platforms and services, Spur ensures that security teams can instantly leverage data to protect their environments from the latest evasion and obfuscation methods.

Explore an example of Spur’s enrichment model. Hover or tap​ each field to see what it means and how it contributes to classifying anonymized traffic.

For more details on attributes surfaced by the Spur platform, visit Explore Our Data.

Key Benefits:

  • Enrich IPs in milliseconds to detect anonymized, proxy, or high-risk traffic in real time.
  • Integrate directly into existing security and fraud systems using a RESTful interface or SDKs.
  • Enable flexible IP enrichment workflows with a consumption-based model.
Code background
> SRC {} .JSON
 1
{
 2
: {
 3
"NUMBER": 49981,
 4
"ORGANIZATION": "WORLDSTREAM"
 5
},
 6
: {
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"BEHAVIORS": ["FILE_SHARING", "TOR_PROXY_USER"],
 8
"CONCENTRATION": {
 9
"CITY": "POLĀIA KALĀN",
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"COUNTRY": "IN",
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"DENSITY": 0.2675,
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"GEOHASH": "TSN",
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"SKEW": 6762,
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"STATE": "MADHYA PRADESH"
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},
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"COUNT": 4,
17
"COUNTRIES": 2,
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"PROXIES": ["ABCPROXY_PROXY", "9PROXY_PROXY",
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"NETNUT_PROXY", "GOPROXY_PROXY"],
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"SPREAD": 4724209,
21
"TYPES": ["MOBILE", "DESKTOP"]
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},
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: "DATACENTER",
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: "89.39.106.191",
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: {
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"CITY": "AMSTERDAM",
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"COUNTRY": "NL",
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"STATE": "NORTH HOLLAND"
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},
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: "WORLDSTREAM B.V.",
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: ["CALLBACK_PROXY", "TUNNEL",
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"GEO_MISMATCH"],
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: ["OPENVPN"],
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: [
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{
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"ANONYMOUS": true,
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"ENTRIES": ["89.39.106.82"],
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"OPERATOR": "PROTON_VPN",
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"TYPE": "VPN"
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}
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]
42
}

All data shown is for demonstration purposes only. Actual enrichment results depend on your spur subscription and delivery method.

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How The Spur API Delivers IP Intelligence to Your Systems

  • 01

    Query:

    Submit any IPv4 address to Spur Context API.

  • 02

    Enrich:

    Spur analyzes network, infrastructure, and behavioral indicators in real time.

  • 03

    Return:

    The API responds instantly with 20+ attributes structured for integration into your authentication, fraud, or threat detection systems.

Why Teams Choose Spur Context API

Tracks hundreds of millions of active anonymized IPs and 1,000+ VPN and proxy services updated in real time.

Customer Success

Trusted by Teams Who Need to See What’s Real.

  • Technology Company:

    Reduced fraudulent signups by enriching traffic with real-time VPN and proxy detection.

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  • Financial Institution:

    Reduced account takeover risk by integrating real-time IP enrichment into login workflows.

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  • Security Operations Team:

    Improved attribution by enriching alerts with VPN, proxy, and infrastructure context via API.

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Identify VPN services used in authentication and fraud workflows.

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Detect automation and abuse hidden behind residential IPs.

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Map connections with verified geographic accuracy.

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Detect agentic activity and automation.

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Review Spur’s 20+ enrichment attributes for transparency and precision.

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FAQs About Spur Context API

Responses are returned in milliseconds, supporting inline decisioning and real-time analysis.

Each query returns 20+ verified attributes covering geography, ASN, service type, anonymization method, and connection details.

All requests use HTTPS with API key authentication and role-based access control.

RESTful interface, SDKs for Python/Go, and direct integrations with major security platforms.

Add Real-Time IP Intelligence to Your Workflows.

Discover how real-time IP enrichment brings clarity and control to security, fraud, and threat hunting workflows.

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