Phylum vs Signifyd

Side-by-side comparison of AI visibility scores, market position, and capabilities

Signifyd leads in AI visibility (74 vs 35)
Phylum logo

Phylum

EmergingCybersecurity

Package Security Analysis

Phylum automates software supply chain defense by analyzing open-source packages for malware, vulnerabilities, and typosquatting attacks before installation.

AI VisibilityBeta
Overall Score
D35
Category Rank
#261 of 279
AI Consensus
75%
Trend
stable
Per Platform
ChatGPT
31
Perplexity
40
Gemini
33

About

Phylum is an automated software supply chain defense platform that analyzes open-source packages for malicious code, vulnerabilities, license risks, and typosquatting attacks before they enter development or production environments. The platform operates as a policy enforcement layer between developers and public package registries, inspecting every package version against a continuously updated threat model that includes behavioral analysis, author reputation, and code similarity checks. Phylum's analysis runs at the registry level and at the point of installation, giving organizations defense-in-depth without requiring developers to change their workflows significantly.

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Signifyd logo

Signifyd

LeaderCybersecurity

E-commerce Fraud Protection & Chargeback Guarantee

Signifyd is the leading e-commerce fraud protection platform offering a financial chargeback guarantee backed by machine learning; protects over $100B in annual commerce for retailers including Walmart, Samsung, and Lacoste;

AI VisibilityBeta
Overall Score
B74
Category Rank
#30 of 279
AI Consensus
78%
Trend
stable
Per Platform
ChatGPT
78
Perplexity
75
Gemini
69

About

Signifyd is a fraud prevention and commerce protection company founded in 2011 by Rajesh Ramanand and Michael Liberty, headquartered in San Jose, California. The company's core product is a machine-learning-powered fraud platform that evaluates every order placed on an e-commerce site in real time, assigning a confidence score and a financial guarantee: if Signifyd approves an order and it turns out to be fraudulent, Signifyd reimburses the chargeback — shifting the liability from the retailer to Signifyd. This chargeback guarantee model fundamentally changes the economics of fraud prevention, allowing merchants to approve more orders with confidence rather than declining borderline transactions out of caution.

Full profile

AI Visibility Head-to-Head

35
Overall Score
74
#261
Category Rank
#30
75
AI Consensus
78
stable
Trend
stable
31
ChatGPT
78
40
Perplexity
75
33
Gemini
69
36
Claude
71
30
Grok
75

Key Details

Category
Package Security Analysis
E-commerce Fraud Protection & Chargeback Guarantee
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Phylum
Package Security Analysis

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