Poach

Poach is the intelligence platform that gives venture capitalists and investors a decisive edge in the high-stakes race for top-tier deal flow. In a world where the best founders are identified and funded at lightning speed, traditional methods like cold inbound or waiting for warm introductions are no longer enough. Poach delivers a critical, predictive signal by monitoring the social media activity of leading VCs, specifically who they follow on Twitter. These follows are powerful, early indicators of interest in promising individuals long before a fundraising round is announced. The platform then supercharges this raw signal with proprietary LinkedIn enrichment and advanced AI analysis, transforming simple Twitter handles into rich, actionable profiles. Investors receive daily, enriched data exports directly to their inbox, complete with AI-generated labels and bios, allowing them to systematically identify and engage with unfunded founders, technical talent turning entrepreneur, and other high-potential individuals. Loved by top VC firms, Poach moves you from reactive to proactive, ensuring you discover hidden gems months before the competition even knows they exist.

VC Twitter Tracking & Signal Detection

Poach's core engine continuously monitors the Twitter follows of a curated list of top-tier venture capitalists and investors. These follows are not random; they are early, non-public signals of interest in founders, engineers, and other key players. By automating this surveillance, Poach captures the earliest whispers of market movement, giving you a live feed of where smart capital is looking, often months before a formal fundraise begins.

Proprietary LinkedIn Enrichment & Identity Resolution

Raw Twitter data is just a starting point. Poach employs sophisticated identity resolution technology to accurately match Twitter profiles with their corresponding LinkedIn accounts. This process enriches each lead with verified professional data, including full work history, education, career trajectory, and current role, transforming an anonymous handle into a comprehensive professional profile you can evaluate and act upon.

AI-Powered Categorization & Bio Generation

Using advanced algorithms, Poach analyzes the combined Twitter and LinkedIn data to automatically label each individual. It categorizes them into precise, actionable segments such as "founder," "funded," "engineering," "product," or "research." Furthermore, the AI synthesizes this information to generate a concise, informative medium bio for each person, saving you hours of manual research and profile scraping.

Daily Data Delivery & Flexible Export

Intelligence is useless if it's not actionable. Poach delivers a curated executive summary and a complete, enriched CSV file directly to your inbox every morning. You can also access data via API for integration into your internal systems. This allows for immediate filtering—for example, to show only "founder" labels without the "funded" tag—so you can focus your outreach on the exact targets that fit your investment thesis.

Identifying Stealth-Mode Founders Pre-Fundraise

The primary use case for early-stage VCs is filtering the daily feed to isolate individuals labeled as "founder" but not "funded." This reveals founders actively building companies, potentially in stealth mode, who have already caught the eye of other investors but have not yet begun a formal seed round. This provides a multi-month head start to build a relationship and secure a lead position.

Sourcing Exceptional Technical & Product Talent

Investors and executive recruiters use Poach to find top-tier engineers, product managers, and researchers who are signaling a move towards entrepreneurship. By tracking VCs who specialize in technical due diligence, you can discover brilliant individuals with deep domain expertise who are beginning to explore founding a company, allowing for very early partnership conversations.

Tracking Competitive VC Activity & Market Trends

Funds can use Poach to monitor the investment theses and interests of competing firms in real-time. By seeing which founders and domains other VCs are tracking, you can validate emerging trends, identify hot sectors, and understand competitive landscapes faster than traditional market reports allow, keeping your fund's strategy agile and informed.

Building a Proprietary Outreach Pipeline

Growth teams and VC associates leverage the daily CSV exports to build a systematic, proprietary pipeline of potential investments. The enriched data allows for highly personalized, informed cold outreach based on a person's specific background and recent career moves, moving beyond generic templates to create meaningful, context-rich first engagements.

How accurate is Poach's data and AI labeling?

Poach's accuracy is built on a multi-layered process. The LinkedIn enrichment uses proprietary identity resolution to ensure Twitter-LinkedIn matches are correct. The AI labeling is trained on vast datasets of professional profiles and bios, constantly refined to improve categorization. While highly reliable, we recommend the enriched data serves as a powerful signal and starting point for your own due diligence.

Which VCs does Poach track?

Poach monitors a carefully selected and constantly updated directory of leading venture capitalists from top-tier firms known for their strong signal and early-stage focus. The platform tracks their public Twitter follow activity, which is where these early signals of interest are most visibly and consistently displayed.

Can I filter for very specific types of founders?

Absolutely. The power of Poach is in its flexible filtering. Using the daily CSV or API, you can filter by any combination of AI labels (e.g., "founder" + "engineering" + "research"), location, keywords in bios, or by which specific VC followed them. This lets you tailor the feed precisely to your fund's specific thesis, whether it's AI for science, climate tech, or fintech infrastructure.

How is Poach different from other startup databases?

Traditional databases list companies that are already fundraising. Poach operates upstream, identifying the individuals before the company is formally incorporated or fundraising. We don't track companies; we track the human capital that VCs are watching, giving you a predictive advantage that sits between a warm intro and a cold inbound, often providing a lead time of several months.