Office Hours at Startup School NY 2014

Salary Fairy

• Core Value Proposition: A platform that crowdsources salary predictions to help users determine their market value.
• Current Metrics:
  • Possesses 9,000 active users.
  • Weekly growth rate is 10%.
  • 30% retention rate (users returning at least once within the three-month launch period).
  • User validation of predictions: 40% find them fair, ~30% find them low, and ~30% find them high.
• Product Evolution: Plans to refine prediction granularity from country/city level down to specific companies, titles, and years of experience (e.g., predicting salary for a Microsoft employee in a specific role).
• Investor Feedback:
  • Strategic Focus: Partners advised narrowing scope to employees first rather than building a two-sided marketplace for employers simultaneously.
  • Success Metric: Recommended tracking the specific number of users who use predictions to successfully negotiate higher wages, rather than tracking "idle curiosity" users.
  • Growth Strategy: Advised building growth loops into the product (e.g., "guess my salary" social features) rather than relying solely on initial PR channels like Hacker News or Reddit.
• User Acquisition: Currently acquired via Hacker News, Reddit, Product Hunt, and reporter pitching; founders acknowledge these are non-scalable channels.

Pair Up

• Core Value Proposition: A marketplace connecting food vendors with excess inventory (e.g., items near sell-by dates or daily turnover) to consumers willing to buy at discounts.
• Pilot Results:
  • Email proof-of-concept yielded 48% open rates and 4–5 store visits per listing.
  • Average discount rate is 50%, with a functional range of 25% to 75%.
  • Best-performing categories: Sandwiches and croissants; poor performance for "evergreen" items available daily.
• Operational Constraints: Food banks (e.g., City Harvest) often have high minimums (e.g., 50 lbs), making them unsuitable for small-to-medium vendors who need frequent, small-pickup solutions.
• Product Roadmap:
  • Moving from a restrictive daily email list to a web app with location-based and food-specific search.
  • Mobile app development is in wireframing stages with a target launch in 2–3 weeks.
• Investor Feedback:
  • Priority: Urged immediate development of the mobile app to test live, location-based listings, noting web tests often fail to capture mobile behavior.
  • Go-to-Market: Recommended hyper-focusing on specific neighborhoods and high-density verticals (e.g., college campuses) rather than broad city-wide rollout.
  • Vendor Acquisition: Currently relies on high-touch, door-to-door sales; advised leveraging existing food waste consultants and campus caterers for scale.

Couples Expense Splitter

• Core Value Proposition: An app that syncs credit/debit card transactions to automatically identify and split shared expenses, contrasting with manual entry models like Splitwise.
• Current Metrics:
  • Operating in private beta with 40 users.
  • Estimated 25/40 users (62.5%) are active, engaging every few days.
• Strategic Pivot: Originally attempted to support roommates, travelers, and groups, but shifted focus exclusively to "couples" after beta data indicated this was the primary use case.
• Differentiation: Removes manual entry friction by pulling transaction streams; ensures user privacy by only showing explicitly selected shared transactions.
• Investor Feedback:
  • Market Reality: Acknowledged the "viral drag" of the category (lack of inherent network effects compared to consumer apps), referencing competitor Couple's growth despite this hurdle.
  • Acquisition Warning: Highlighted that relying on friends/family for initial traction is insufficient; users must acquire strangers organically to prove product-market fit.
  • Product Focus: Emphasized the need for extreme discipline in defining the specific problem being solved to avoid being one of many "bill splitter" startups.
  • App Store: Advised submitting to the App Store for operational smoothness, but cautioned it will not be a primary traction driver in the short term.