What Spur Intelligence does

Spur Intelligence is a privately held cybersecurity company founded in 2017 and headquartered in Orlando, Florida, that operates an IP intelligence platform designed to detect and classify anonymized internet infrastructure, including residential proxies, VPNs, mobile proxies, and AI-generated traffic. Its core offering, Spur IP Enrichment & Intelligence, provides security and fraud teams with real-time visibility into anonymized traffic sources, while its Monocle Session Enrichment add-on enables session-level visibility and inline traffic enforcement through a real-time policy API and a no-code Cloudflare marketplace integration that allows allow, monitor, or block decisions without internal engineering. The company reports that AI is used to identify AI infrastructure and distinguish legitimate users from actors leveraging anonymization tools, and it backs its product capabilities with primary research, including a survey of 200-plus security practitioners and an empirical study of 6,038 apps across LG webOS and Samsung Tizen smart TV platforms that found 34.1% contained residential proxy software.

Spur Intelligence generates revenue through a combination of subscription-based access to its IP intelligence platform and usage-based API billing tied to real-time policy decisions. The company pursues a dual go-to-market: an API-first, product-led motion for technical and mid-market buyers coupled with enterprise field sales targeting security and fraud teams at large organizations. Leadership includes seven named executives across CEO, COO, CFO, CTO, CMO, CPO, and co-founder roles, while publicly reported scale metrics of 33% annual recurring revenue growth and 106% net retention suggest an established but still-growing customer base.

Independent ownership and cap-table details are not disclosed in public materials, and no M&A activity, funding rounds, or regulatory actions appear in the available record. The company actively publishes research and earns media coverage in outlets such as Helpnet Security, The Hacker News, and GlobeNewsWire to position itself in the anonymized-threat intelligence segment of the broader cybersecurity market.

Name

Spur Intelligence

Legal name

Spur Intelligence

Website

https://spur.us

Company type

Private

Founded year

2017

Operating status

Operating

Headcount range

11–50 employees

Short description

Spur Intelligence is a privately held cybersecurity company offering an IP intelligence platform that detects anonymized infrastructure, including VPNs, residential proxies, mobile proxies, and AI traffic, serving security and fraud teams at enterprise organizations through real-time APIs and a Cloudflare integration.

Ownership category

akta.pro rank

Product category

Cybersecurity Software

NAICS

Security Systems Services (except Locksmiths) (561621)

akta.pro primary industry

Packet Brokers & Network Traffic Visibility (TAPs, NPBs) (HDADABAM)

akta.pro secondary industry

Threat Intelligence Services (BPAEADAC)

Keywords

• IP intelligence
• Fraud detection
• Residential proxy detection
• VPN detection
• Session enrichment

Headquarters

HQ city

Mount Dora

HQ country

United States

HQ region

North America

Markets served

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Marketing or Sales, Personnel, Operations

Revenue model

1. IP Intelligence Platform Subscription: Subscription-based access to Spur's IP intelligence platform providing continuous detection and monitoring of anonymized infrastructure. The company reports 33% annual recurring revenue growth and 106% net retention, indicating strong subscription dynamics with existing customers expanding usage.
2. API Usage and Real-time Session Decisions: Usage-based revenue from real-time API calls for traffic enforcement decisions. The real-time policy API enables per-request billing for organizations making inline traffic decisions based on anonymization threat intelligence.

Go-to-market motion2 records

Distribution channels3 records

Marketing channels3 records

Core offering

Spur Intelligence provides an IP intelligence platform that detects anonymized internet infrastructure—including residential proxies, VPNs, mobile proxies, and AI-generated traffic—to help security and fraud teams assess, monitor, or block traffic in real time. The offering combines a core IP enrichment product (Spur IP Enrichment & Intelligence) with a session-level add-on (Monocle Session Enrichment) and a real-time policy API for inline traffic enforcement.

Product overview

Spur Intelligence offers a unified IP intelligence platform consisting of two main products: Spur IP Enrichment & Intelligence as the core platform for detecting residential proxies, VPNs, and bots, and Monocle Session Enrichment as an add-on module that provides enhanced session-level visibility into anonymized traffic with no-code integration capabilities for inline traffic enforcement.

Differentiator

Problem solved

Functional benefit

Brands

• Monocle Session Enrichment: Product that provides real-time session enrichment and traffic enforcement capabilities with anonymized traffic source visibility.

Products and services

• Spur IP Enrichment & Intelligence Core IP intelligence platform that detects residential proxies, VPNs, and bots, providing security and fraud teams with visibility into anonymized traffic and internet infrastructure.
• Monocle Session Enrichment Session enrichment product providing deeper visibility into anonymized traffic sources such as VPNs, residential proxies, and mobile proxies. Includes no-code Cloudflare integration for real-time inline traffic enforcement based on customer-defined policies.
• Real-time Policy API API enabling security and fraud teams to make inline traffic enforcement decisions—assessing, allowing, monitoring, or blocking traffic in real time based on customer-defined policies.

Quantifiable outcome

• 94% of security incidents involve anonymized infrastructure (VPNs, residential proxies)
• +4 more outcomes

Segments3 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability3 records

Feature5 records

Partnerships

One partnership is on record.

• CloudflarecoreTechnology or Integration · 16 June 2026Spur Intelligence announced a no-code integration with Cloudflare within its Monocle Session Enrichment product. This integration enables organizations to deploy inline traffic enforcement without engineering resources, providing deeper visibility into anonymized traffic sources such as VPNs, residential proxies, and mobile proxies. The partnership allows security and fraud teams to assess, allow, monitor, or block traffic in real time based on customer-defined policies.

Scale indicators6 records

Recent moves4 records

Expansion highlights4 records

Direct peers

• MaxMind: MaxMind provides IP geolocation and IP intelligence (minFraud) used for fraud and risk scoring, including proxy/VPN detection. Direct overlap with Spur's core IP intelligence offering for security and fraud teams.
• IPQualityScore (IPQS): IPQS offers IP reputation, proxy/VPN detection, and fraud-scoring APIs aimed at fraud and security teams. Closely competes with Spur's real-time policy API and IP enrichment product.
• IP2Location: IP2Location provides IP geolocation and proxy/VPN detection data feeds and APIs. Comparable to Spur's IP enrichment capabilities targeting the same developer and fraud-prevention buyer.

Emerging players

• SEON: SEON is a fraud-detection platform that leverages IP intelligence, device fingerprinting, and behavioral signals. Overlaps with Spur on the IP/fraud-intelligence layer for security and fraud teams.
• Arkose Labs: Arkose Labs detects bots, residential proxy traffic, and fraud at account creation. Directly competes on anonymized-infrastructure detection, especially against credential abuse and fraud workflows.
• HUMAN Security: HUMAN (formerly White Ops / PerimeterX) provides bot mitigation and fraud defense that includes detection of residential proxy and anonymized traffic. Overlaps with Spur's fraud and abuse use cases.
• Fingerprint: Fingerprint provides device and visitor identification for fraud and account security, and uses IP intelligence alongside browser signals. Adjacent product to Spur's IP enrichment and session-enrichment stack.

Broad incumbents

• Cloudflare Bot Management: Cloudflare offers native bot management, IP risk scoring, and traffic enforcement across its global edge network. As Spur's integration partner AND a potential competing capability, Cloudflare is both an enabler and a broad incumbent threat.
• LexisNexis ThreatMetrix: ThreatMetrix (LexisNexis Risk Solutions) delivers digital identity intelligence including IP risk, device, and behavioral analytics to large enterprises. Competes with Spur for enterprise fraud and security budgets.
• TransUnion TruValidate: TruValidate provides identity-proofing and device/IP-based risk signals for fraud and authentication. Competes with Spur on the IP intelligence and risk-decisioning layer for enterprise fraud teams.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat4 records

Key risks5 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/spur-intelligence

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds2 records

Investors1 record

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Spur Intelligence