Poach

Poach is a specialized intelligence platform built for venture capitalists, angel investors, and other dealmakers who want to move beyond reactive deal flow. It solves the fundamental problem of finding high-potential founders before they officially enter a fundraising process, turning cold outreach into warm, signal-backed introductions. The platform operates by tracking the social media activity, specifically Twitter follows, of a curated list of top-tier VCs. These follows are powerful, early signals of interest in emerging entrepreneurs and their projects. Poach then enriches this raw signal with professional data from LinkedIn and uses AI to categorize individuals, delivering a daily stream of vetted, actionable leads directly to your inbox. This proactive approach empowers investors to build a competitive edge, ensuring they are first in line to discover and support the next generation of innovative startups, often months before a formal round is announced.

VC Social Signal Tracking

Poach's core engine monitors the Twitter accounts of leading venture capitalists, tracking who they choose to follow. This action is a key behavioral signal, as VCs often follow founders they are researching, advising, or considering for investment long before any public announcement. The platform aggregates these signals, transforming passive social data into a structured early-warning system for new entrepreneurial talent and emerging companies.

LinkedIn Enrichment & Identity Resolution

To add depth and context to each Twitter lead, Poach employs proprietary identity resolution technology to accurately match Twitter profiles with corresponding LinkedIn accounts. This process enriches each record with verified professional details, including full work history, educational background, and current role, providing the crucial context needed to properly evaluate a founder's experience and trajectory.

AI-Powered Categorization & Bio Generation

Using advanced AI, Poach analyzes the combined data from Twitter bios and LinkedIn profiles to automatically label each individual with relevant tags such as "founder," "engineering," "funded," or "research." The AI also synthesizes this information to generate a concise, informative medium biography for each person, saving you hours of manual research and profiling.

Flexible Data Delivery & Filtering

Users receive enriched lead data daily via email, complete with executive summaries and a full CSV attachment. For deeper analysis, the platform and its API allow for powerful filtering based on any criteria—such as finding "unfunded founders" in a specific location or individuals with a "research" background. This flexibility lets you tailor the deal flow to match your specific investment thesis perfectly.

Identifying Stealth-Mode Founders

Early-stage VCs and angels use Poach to filter for individuals labeled as "founder" but not "funded." This allows them to discover entrepreneurs who are building in stealth, often before they have a public product or have spoken to any other investors, enabling the very earliest possible entry into a promising deal.

Sourcing for Specific Investment Theses

Investors with a niche focus—such as AI, climate tech, or web3—can use Poach's labeling and filtering to find individuals whose bios and work history signal expertise in those areas. For example, tracking VCs known for AI investments can surface researchers and engineers transitioning to entrepreneurship in that specific field.

Enhancing Outbound Sourcing Efforts

Investment teams can systematize and supercharge their outbound sourcing by using Poach's daily CSV exports as a qualified lead list. Instead of cold outreach, they can reference the specific VC who followed the founder as a signal of genuine interest, creating a warmer, more credible introduction.

Competitive & Market Intelligence

Beyond direct sourcing, firms use Poach to monitor which founders and trends are capturing the attention of competing VC firms. This provides valuable market intelligence on what other savvy investors are looking at, helping to validate or challenge their own market theses.

How does Poach identify promising founders?

Poach identifies founders by tracking the Twitter follow activity of selected top-tier venture capitalists. When a VC follows someone, it is often an early signal of interest in that person's work or startup. We capture this signal, enrich the profile with data from LinkedIn, and use AI to classify the individual, highlighting those most likely to be founders.

What kind of data do I receive each day?

Subscribers receive a daily email digest containing an executive summary of new leads. Attached is a comprehensive CSV file with detailed data on each person, including their Twitter handle, full name, LinkedIn URL, which VC followed them, AI-generated labels (e.g., founder, engineer), and a concise bio summarizing their background and current work.

Can I filter the leads to match my investment focus?

Absolutely. The provided CSV data and platform filters allow you to sort and search based on any column. You can easily filter for specific labels like "founder" while excluding "funded," or search for keywords in bios to find talent in specific sectors like AI, biotech, or fintech, aligning the deal flow with your precise thesis.

How early can Poach signal a potential investment opportunity?

The signal can be exceptionally early. As evidenced by case studies on the platform, Poach has identified founders who went on to raise significant seed or Series A rounds 7 to 10 months later. The tool is designed to give you a multi-month head start by capitalizing on the earliest non-public indicators of VC interest.