PitchBob.io — agentic threat model
PitchBob.io presents a moderate security risk primarily centered on the exposure of sensitive, pre-public startup intellectual property and potential unauthorized access to integrated platforms like Notion.
OWASP AIVSS score rationale
| Autonomy of Action | 0.30 | |
| Goal-Driven Planning | 0.40 | |
| Self-Modification | 0.10 | |
| Dynamic Tool Use | 0.40 | |
| Persistent Memory | 0.50 | |
| Contextual Awareness | 0.50 | |
| Dynamic Identity | 0.20 | |
| Multi-Agent Interactions | 0.10 | |
| Non-Determinism | 0.70 | |
| Opacity & Reflexivity | 0.50 |
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.
Uses GPT-based logic for pitch generation and Q&A simulation. Threats include prompt injection to bypass paywalls or generate malicious/fraudulent business proposals, and model hallucinations leading to inaccurate market data.
Processes highly sensitive, proprietary startup ideas and business plans. Integration with Notion introduces risks of data exfiltration or unauthorized access to the user's knowledge base.
Orchestrates multi-step pitch generation and interactive Q&A. Vulnerabilities could allow prompt injection to hijack the Notion integration or manipulate the PDF export tool.
Not certain from the listing — details about hosting, API security, and PDF generation sandboxing are omitted. Standard risks include SSRF or local file inclusion via the PDF export utility.
Not certain from the listing — no mention of input/output guardrails, logging, or monitoring to detect abuse, such as users generating spam or fraudulent investment decks.
Not certain from the listing — compliance with data privacy standards (like GDPR for startup IP) and secure OAuth handling for Notion are not detailed.
Primarily operates as a single-agent assistant. Risks are limited to direct integrations (Notion API) rather than complex multi-agent ecosystems.
MAESTRO — the 7-layer agentic threat-modeling framework (Cloud Security Alliance / Ken Huang).