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Gemini Executive Synthesis

Privent, a lightweight Chromium extension to monitor employee LLM prompting for data leakage.

Technical Positioning
A 'defensive' solution for enterprises to gain visibility into 'shadow-prompting' and prevent data leakage, without requiring network proxies.
SaaS Insight & Market Implications
Privent addresses a critical and rapidly escalating enterprise security concern: uncontrolled employee interaction with public LLMs. 'Shadow-prompting' represents a significant data leakage vector, exposing sensitive company information. By offering a lightweight Chromium extension that categorizes and scores risk locally, Privent bypasses the complexities and overhead of network proxies. This approach lowers adoption barriers for security teams seeking immediate visibility. The free offering for pilot teams indicates a strategy to gather market data on the scale of this problem across industries. This product directly responds to the urgent need for governance and control over AI tool usage within organizations, a market segment poised for substantial growth as AI adoption proliferates.
Proprietary Technical Taxonomy
shadow-prompting Gemini/ChatGPT/Claude security teams malicious extensions Chromium extension outgoing data scores risk locally data leakage

Raw Developer Origin & Technical Request

Source Icon Hacker News Apr 10, 2026
Show HN: See what your employees are prompting LLMs (without network proxies)

Hey HN,Most enterprises are "shadow-prompting"—employees use personal accounts on Gemini/ChatGPT/Claude, and security teams have zero visibility. We saw the recent reports on malicious extensions harvesting these prompts and decided to build a "defensive" version.It’s a lightweight Chromium extension for Privent. No heavy proxies or network changes. It categorizes outgoing data and scores risk locally.We’re keeping it 100% free because we want to see the actual scale of data leakage across different industries. We're looking for 10 teams to run a pilot this week and get a 24-hour visibility report.Demo: cal.com/asilozyildirim/30...
Trust: trust.privent.ai

Developer Debate & Comments

No active discussions extracted for this entry yet.

Frequently Asked Questions

Market intelligence mapped to Privent, a lightweight Chromium extension to monitor employee LLM prompting for data leakage..

How is Privent, a lightweight Chromium extension to monitor employee LLM prompting for data leakage. positioned in the market?
Based on our AI analysis of the original developer request, its primary technical positioning is: A 'defensive' solution for enterprises to gain visibility into 'shadow-prompting' and prevent data leakage, without requiring network proxies.
What architecture is tied to Privent, a lightweight Chromium extension to monitor employee LLM prompting for data leakage.?
Our proprietary extraction maps Privent, a lightweight Chromium extension to monitor employee LLM prompting for data leakage. to adjacent architectural concepts including shadow-prompting, Gemini/ChatGPT/Claude, security teams, malicious extensions.

Engagement Signals

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Cross-Market Term Frequency

Quantifies the cross-market adoption of foundational terms like shadow-prompting and Gemini/ChatGPT/Claude by tracking occurrence frequency across active SaaS architectures and enterprise developer debates.