David Wolfe

David Wolfe

Partner

About

I build revenue systems for subscription and data businesses—now increasingly powered by AI.Over the past 20+ years, I’ve operated at the intersection of product, growth, and data monetization. My focus has consistently been the same: improving LTV, lowering CAC, and building durable revenue engines.What’s changed is how those systems are built.Today, I work hands-on with AI tools (LLMs, agent workflows, automation frameworks) to redesign core business functions: • core product design and development • lifecycle marketing and retention systems • reactivation of dormant users and subscribers • customer support and save/cancel flows • data enrichment, scoring, and personalizationThe result is not incremental optimization—it’s leverage. Smaller teams producing outsized outcomes.I’m currently: • advising and building AI-driven revenue systems for subscription businesses • exploring CEO / CPO opportunities where AI can materially reshape growth and operations • developing new products in digital identity, data, and lifecycle intelligenceIf you’re operating a subscription or data business and believe AI should be a core part of your growth strategy—not a side experiment—I’d welcome the conversation.

Country

United States

City

Los Angeles

Industry

Internet

Skill

Organizational Development, Executive Management, Entity Extraction, Capital Raising, Customer Acquisition, Machine Learning, Financial Modeling, Product Design, Pricing Strategy, Data Analysis, Organizational Leadership, Lean Startup, Graphical User Interface (GUI), Graph Theory, Expert Systems, Logical Data Modeling, Architecture, Software Development Methodologies, Java, Enterprise Software

Experience

Wolfe Strategy

Partner

Wolfe Strategy

2021-3 - Present · 5 yrs 7 mos

Advising early-stage and growth-stage companies on product strategy, leveraging AI, organizational design, growth, and analytics. - Working with companies in the B-C people search space focused on growth through retention improvement - Led a core team through bankruptcy, maintaining revenue break-even before asset sale. - Rearchitected payment processing platform, boosting acceptance rates by 20% - Developed strategies for market pivots and retention measurement in various startups.

Propel Media

Chief Product Officer / Head of Technology

Propel Media

LinkedIn
2018-10 - 2021-2 · 2 yrs 5 mos

Led product and technology for a digital ad marketplace. Focused on auction optimization, reinforcement learning, and large-scale data modeling. - Engineered real-time ad matching systems optimizing ROAS across billions of transactions - Scaled auction infrastructure to support multi-million daily ad impressions - Developed and productized ROI optimization algorithm for advertisers using machine learning (XGBoost model). In 6 months was responsible for 63% of ad spend on platform - Built and led cross-functional teams across engineering, product, and analytics

Goldbelly

Chief Growth Officer

Goldbelly

LinkedIn
2016-8 - 2018-9 · 2 yrs 2 mos

New York, New York

Drove product, growth marketing, and analytics to position Goldbelly as the leading food e-commerce marketplace. - Doubled GMV and monthly active users - Led data-driven product redesign and customer acquisition strategy - Defined and operationalized LTV and CAC metrics across channels - Part of team that built a personalized recommendation engine that increased frequency of purchase by 250%

Screambox (Acquired by Cinedigm)

Chief Executive Officer

Screambox (Acquired by Cinedigm)

2014-11 - 2016-6 · 1 yr 8 mos

Los Angeles, California

Transformed a horror focused niche video service from MVP to high-growth business (Sold to Cinedigm) - Quadrupled subscribers and raised $1.5M$ in funding - Launched across Amazon, Sony PlayStation, and OTT platforms - 200% increase in CLV and optimized customer acquisition funnel - Developed umbrella strategy for multiple niche brands (SuperFan Network)

MyLife.com

Chief Product / Technology Officer

MyLife.com

LinkedIn
2012-9 - 2014-11 · 2 yrs 3 mos

Greater Los Angeles Area

Led digital product and tech for people search and identity platform. - Streamlined development workflows, introduced agile/lean process, org design, and culture - Released “IdentityHub” product , for managing digital reputation, which, 3 months after release was responsible for 60% of new subscription sales - Built a pricing model test platform with which we discovered new subscription and upsell models that lifted ARPU by 27%

Brightwire

Senior Vice President Product Management

Brightwire

LinkedIn
2011-11 - 2012-8 · 10 mos

Greater New York City Area

Led online product initiatives for financial intelligence platform. - Developed NLP tools for summarizing and surfacing market data - Drove UX and digital strategy for hedge fund and institutional clients - Launched prosumer online channel targeting non-professional investors. Responsible for 20 % of revenue 6 months after launch

BuyWithMe

Chief Product / Technology Officer

BuyWithMe

LinkedIn
2010-4 - 2011-12 · 1 yr 9 mos

Grew local services marketplace to be 3rd largest competitor behind Groupon & LivingSocial - Scaled product management, engineering, BI, and UX from zero - Drove social commerce innovation and mobile-first strategy - “BuyWithThree” viral marketing strategy responsible for 32% of sales - Led $16M VC raise; company acquired by Gilt Group. Promoted to be COO

Big Data Marketing

Chief Product / Technology Officer, Interactive One division

Big Data Marketing

LinkedIn
2009-4 - 2010-4 · 1 yr 1 mo

Oversaw digital products for one of the largest African-American media networks. - Revamped top 10 social network, BlackPlanet.com - Increased monthly visitation by 40% - Implemented OpenSocial and built developer community on BP - Added virtual goods to BlackPlanet. Generated 20% of revenue 6 months after release - Managed team of 100+ across engineering, product, design, and analytics

Napster (Acquired by BestBuy)

Chief Technology Officer / Head of Product Management

Napster (Acquired by BestBuy)

2008-1 - 2009-4 · 1 yr 4 mos

Oversaw products/platform and participated in sale of early music streaming subscription platform to BestBuy - Co-led $121M sale to Best Buy - Developed hybrid music streaming/download model - First to market with Iphone music streaming app - Designed award winning user interface - used AI techniques (collaborative filtering) to improve music recommendation system - Implemented agile transformation across 8 product teams which moved release cycle from monthly to weekly

Reunion.com

President, Product & Technology

Reunion.com

LinkedIn
2004-1 - 2008-1 · 4 yrs 1 mo

Lead product-driven growth at early high school focused social network - Scaled revenue from $4M to $60M - Built hyper personalized, high volume data driven email notification platform that generated 55% of revenue - Built long-tail SEO platform that published 300M public profiles to Google/Bing and generated 15M visitors/month - Scaled product development organization from 5 to 75 and implemented a high performant agile/lean process/culture/org model - Led rebrand and product overhaul from Reunion.com to Mylife.com

Education

Reed College

Reed College

LinkedIn

Mathematics/Philosophy/Symbolic Systems

1984-8 - 1988-6 · 3 yrs 11 mos

Interests included: Cognitive Science, Logic, Mathematical Logic, Formal Semantics

David Wolfe's Contact Information

Email

******@***.com

Phone

(**) *** ****

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