Poach

Poach is the definitive dealflow intelligence platform engineered for venture capitalists and early-stage investors who operate in a world where speed and insight are the ultimate currencies. In the hyper-competitive venture landscape, identifying and engaging with exceptional founders first is often the difference between winning and losing a deal. Poach provides the predictive signal that bridges the gap between unreliable cold outreach and the limitations of warm introductions. The platform automates the sophisticated tracking of top-tier VCs on social media, specifically Twitter, to pinpoint the founders they are following—a powerful, early behavioral indicator of interest. It then transforms this raw signal into actionable intelligence by matching Twitter profiles to LinkedIn, applying advanced AI-powered labeling to categorize individuals (e.g., founder, engineer, funded), and delivering enriched, filterable data directly to your inbox daily. This end-to-end process empowers investors to discover and connect with high-potential talent often months before a formal fundraising round begins, fundamentally expanding, de-risking, and accelerating their entire dealflow sourcing strategy to build a formidable, data-driven advantage.

VC Social Tracking Engine

Poach's core technology automates the monitoring of who leading venture capitalists follow on Twitter. This is a critical, non-public signal, as VCs often follow founders they are courting or are impressed by long before any official investment is announced. The platform systematically tracks these follows, providing you with a real-time feed of the individuals capturing the attention of the investment elite, turning social activity into a quantifiable sourcing channel.

Proprietary LinkedIn Enrichment

Raw Twitter data lacks context. Poach solves this with its proprietary identity resolution engine, which accurately matches Twitter accounts to their corresponding LinkedIn profiles. This process enriches each record with verified professional details including current role, company, work history, and education, transforming a social handle into a comprehensive professional profile essential for informed outreach and evaluation.

AI-Powered Categorization & Bios

Beyond simple data matching, Poach employs sophisticated AI to analyze the combined Twitter and LinkedIn data. It automatically applies precise labels such as "founder," "funded," "engineering," or "research" to each individual. Furthermore, the AI synthesizes this information to generate a concise, informative medium bio for each person, saving you hours of manual research and enabling rapid, at-a-glance assessment of potential fit.

Raw, Filterable Data Delivery

Poach believes in giving investors full control and flexibility over their data. You receive daily executive summaries via email and, most importantly, full CSV exports or API access containing all enriched data. This allows you to filter leads using any criteria—such as "founder" AND NOT "funded"—to build perfectly tailored lists that match your specific investment thesis and focus areas.

Proactive Founder Sourcing for Seed-Stage VCs

Early-stage funds can use Poach to systematically identify stealth-mode and pre-seed founders before they hit the mainstream radar. By filtering for individuals labeled as "founder" but not yet "funded," investors can initiate genuine, value-add conversations months in advance of a competitive formal round, building relationships that lead to proprietary dealflow and favorable terms.

Thesis-Driven Scouting for Specialist Funds

Funds with a specific focus—be it AI, climate tech, or web3—can leverage Poach's AI labeling and filtering capabilities to cut through the noise. By tracking VCs known for expertise in their sector and filtering for relevant keywords or labels (e.g., "research" in AI), they can efficiently surface technical founders and researchers on the cusp of commercialization, aligning dealflow perfectly with their mandate.

Competitive Intelligence and Market Mapping

Investors can use Poach not just for sourcing, but for strategic intelligence. By observing which founders are being followed by competing funds, you can gauge market interest in specific spaces or individuals. This allows for better market mapping, understanding emerging trends, and anticipating which rounds may become highly competitive, informing both sourcing and investment strategy.

Enhancing Partner Sourcing Workflows

Partners and investment teams can integrate Poach's daily data drops directly into their existing workflows. The enriched CSV files can be uploaded into CRMs, shared with teams for review, or used to trigger personalized, informed outreach sequences. This systematizes top-of-funnel sourcing, ensuring the team spends less time searching and more time engaging with high-potential, vetted targets.

How accurate is Poach's data matching between Twitter and LinkedIn?

Poach utilizes a proprietary identity resolution engine that cross-references multiple data points—including names, bios, employment details, and social connections—to achieve high-accuracy matching. While no system is perfect, the platform is engineered for precision, and any potential mismatches are minimal compared to the volume of high-signal, correctly enriched leads delivered daily.

What if the VCs I want to track aren't on Twitter?

Twitter is currently the most transparent social platform for observing professional investor interest and networking activity, which is why Poach focuses on it. The platform tracks a wide and growing directory of top-tier VCs active on the platform. If your target investor is not active on Twitter, they would not be a source of signal within Poach's current methodology.

Can I filter for very specific founder profiles?

Absolutely. The power of Poach lies in the raw, filterable data export. Beyond the pre-applied AI labels (founder, funded, engineering, etc.), you can filter the CSV based on any column—including location, bio keywords, LinkedIn company history, or who followed them. This allows you to create hyper-specific lists, such as "unfunded founders in the Bay Area with a PhD working on AI agents."

How far in advance can Poach identify a potential deal?

The signal can be remarkably early. Since the platform tracks informal social follows—which often occur when a VC first learns of a promising founder—Poach can surface names months before any fundraising process begins. Case studies from the platform have shown founders being identified 7-10 months before their eventual seed or Series A rounds were publicly announced.