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PPSPY — agentic threat model

5.8AIVSS 5.8 · Medium

PPSPY is primarily a Shopify store tracking and spying tool with low agentic risk, as it functions as a read-only analytics utility rather than an autonomous decision-making agent.

OWASP AIVSS score rationale

AIVSS = (CVSS_Base + AARS) × Mitigation_Factor, where AARS = (10 − CVSS_Base) × (Factor_Sum / 10) × ThM
CVSS base 5.3AARS uplift 0.52Factor sum 1.1/10Threat ×1.0Mitigation ×1.0
Autonomy of Action
0.10
Goal-Driven Planning
0.10
Self-Modification
0.00
Dynamic Tool Use
0.20
Persistent Memory
0.20
Contextual Awareness
0.20
Dynamic Identity
0.00
Multi-Agent Interactions
0.00
Non-Determinism
0.10
Opacity & Reflexivity
0.20

Scored with the canonical OWASP AIVSS formula (AIVSS calculator reference); agentic risk factors estimated from the agent’s described capabilities.

MAESTRO 7-layer threat model

Per-layer threats for this agent. Layers tagged “not certain from listing” are general, caveated commentary where the public description didn’t pin that layer.

L1 · Foundation Models⚠ not certain from listing

Not certain from the listing — PPSPY is primarily a Shopify store tracker/spy tool; it is unclear if or how it utilizes foundation LLMs, though any integrated AI would be vulnerable to standard model risks.

L2 · Data Operations⚠ not certain from listing

Not certain from the listing — PPSPY collects and aggregates Shopify sales data, dropshipping products, and app usage. Gaps in data lineage or poisoning of the scraped data could lead to inaccurate tracking metrics.

L3 · Agent Frameworks⚠ not certain from listing

Not certain from the listing — The tool operates as a tracker/spy utility rather than a complex agent framework, meaning risks of tool misuse or framework-level vulnerabilities are likely low or non-existent.

L4 · Deployment & Infrastructure⚠ not certain from listing

Not certain from the listing — As a closed-source freemium SaaS (often distributed as a Chrome extension), infrastructure risks include extension-level compromise, data exfiltration, or unauthorized access to the backend tracking database.

L5 · Evaluation & Observability⚠ not certain from listing

Not certain from the listing — There is no mention of AI-specific evaluation, guardrails, or drift detection for its tracking and recommendation algorithms.

L6 · Security & Compliance (cross-cutting)⚠ not certain from listing

Not certain from the listing — Compliance controls, data privacy policies regarding scraped Shopify store data, and user authentication mechanisms are not detailed in the public listing.

L7 · Agent Ecosystem⚠ not certain from listing

Not certain from the listing — PPSPY operates as a standalone vertical marketing tool with no indicated multi-agent interactions or marketplace integrations.

MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).