Find new investment opportunities at the perfect time. Recipe | People Data Labs
Recipe
Spotting Talented "New Founders"
Find new investment opportunities at the perfect time.
03/17/25
5 min
Overview
Sometimes the best way to find new investment opportunities is to find companies right at the moment of inception.
This recipe demonstrates how you can use PDL’s Person Search API and Company Search API endpoints to identify individuals who recently assumed founder roles and cross-reference their startups for indicators of early-stage activity.
Data Ingredients
PDL Products
Person Dataset
Company Dataset
Person Search API
Company Search API
Key Fields
Person:
job title
start date
skills
education history
work experience
Company:
name
founded
tags
linkedin_id
Directions
Step 1: Identify newly reported founder roles
Use the Person Search endpoint to find profiles with titles such as “Founder,” “Co-founder,” or “CEO” in their current roles. Filter by start_date within the last 6–12 months to ensure the roles are recent.
Step 2: Cross-reference with new companies
For the individuals identified in Step 1, use the Company Search endpoint to find their associated companies. Filter for startups with recent founding dates (e.g. within the last 12 months) and small employee counts (e.g. fewer than 5).
Step 3: (Optional) Validate background and track record
Optionally, evaluate founder profiles to confirm relevant skills, past roles, or entrepreneurial experience. Use the fields available from the person records returned in step 1 (like skills and previous work experience and education history) to assess the individual’s suitability for your sourcing goals.
Step 4: Surface early-stage startups
Combine the insights from Person Search and Company Search to build a list of founders and startups that exhibit strong early-stage potential.
Step 5: Integrate into sourcing strategies
Incorporate the ranked list of founders and their startups into your startup sourcing strategy. Focus on high-promise candidates or ventures aligned with your goals, such as specific industries or geographies.
Chef's Recommendations
To uncover stealth or unannounced startups, search for profiles mentioning keywords like “stealth startup” or “building something new.” Additionally, enrich founder profiles to validate their entrepreneurial track record, such as past successful exits or notable roles.
If your focus is on identifying stealth projects, rely on person-level keywords and signals like their skills or industries of interest. Pair this with company-level insights, such as minimal online presence or placeholder websites, to identify startups still in their formative stages.
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