앤드루 첸
General partner at Andreessen Horowitz, author of The Cold Start Problem
809 records in all
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21 basic records of 139
Episodes are real events from public sources, summarised by us.
Snapchat utilized variable rewards through self-destructing photos to spike curiosity among college students. This novelty kept users tapping the app daily to see what their friends had sent.
LessonMystery and novelty in the core product experience can drive extremely high daily engagement.
Uber faced a significant challenge where only about 40 percent of drivers remained active a year after their first trip. Andrew Chen focused his role on figuring out how to get more drivers onto the platform to sustain the marketplace.
LessonHigh churn in supply requires constant innovation in acquisition and earnings stability.
Andrew analyzed companies like PicksPal that sell sports predictions. He noted that their interests are often not aligned with the users because they profit from selling 'picks' rather than the winnings themselves.
LessonA business that only sells advice without taking its own risk may not have high-quality results.
YouSendIt transitioned from a purely ad-supported model to a freemium subscription model. They collected their first payment within four minutes of pushing the new code live on February 28th, 2006.
LessonLaunching a paid version can provide immediate validation of your product's value.
Andrew Chen and his team raised a $660M fund specifically focused on the games industry. They structured their pitch deck to educate investors on how games have evolved into next-gen social networks and cultural powerhouses.
LessonEven established VCs must pitch and educate their investors by providing clear industry context and 'why now' arguments.
Facebook successfully unbundled its messaging feature into a standalone app. They focused on driving installs only three years after the initial release, allowing the product to mature first.
LessonUnbundling works best when the feature is already a popular, distinct behavior within the main platform.
Eric Bahn started a blog to solve GMAT problems and manually answered every forum question within an hour, even hiring a contractor to wake him up at night. This dedication built enough traffic that the community eventually began answering questions for him.
LessonExtreme personal responsiveness can seed a community until it reaches self-sustaining scale.
Andrew observed a sharp drop in membership growth for Prosper starting around April 2008. He attributed this to the economic downturn making lenders more cautious and borrowers seeking cheaper credit elsewhere.
LessonExternal economic factors can stall even a healthy, linear growth trajectory in a marketplace.
In 2012, Andrew observed a massive influx of seed funding driven by high demand for mobile engineers. Companies like Facebook and Twitter were paying millions per engineer, which protected angel investors from losses.
LessonMacro platform shifts create temporary periods where the risk of starting up is artificially lowered by talent wars.
Andrew points out that tax software like Intuit has a daily active user to monthly active user ratio of nearly zero for most of the year. Despite this lack of frequency, it remains a massive and successful business because it fits its specific category's needs.
LessonA business can be incredibly successful even with low frequency metrics if it dominates a necessary category.
Andrew Chen curated and shared a detailed presentation on how people really interact with the iPhone. He focused on key areas like browsing, maps, and the App Store to help developers understand mobile-specific behaviors.
LessonObserving real user behavior on a new platform is essential for building intuitive products.
The LinkedIn Sales Navigator team administered NPS surveys quarterly to align with their product planning cycle. This allowed them to have fresh data to react to when building their upcoming roadmap.
LessonTiming your feedback collection to your decision-making cycle ensures the data actually gets used.
The team read every single open-ended comment and categorized them into primary benefit and issue themes. They tracked these categories quarter-over-quarter to identify trends and prioritize roadmap suggestions.
LessonManual analysis of qualitative feedback reveals the specific pain points that numbers alone cannot show.
Andrew observed that Flipboard, as a news product, achieved a DAU/MAU ratio of over 50%. This demonstrated that high-quality execution could push a product to the top of its category's natural engagement range.
LessonExcellent execution allows a product to reach the maximum potential of its specific category's engagement limits.
Andrew looked back at the trajectories of Skype, MySpace, and YouTube to understand why they were acquired. He concluded that their value came from being strategically interesting to big conglomerates who feared their disruptive potential.
LessonTo be acquired, a startup must pose a threat or offer a strategic advantage to a larger incumbent's business model.
Google decided to deploy Google+ across all its properties using a global navbar and notification system. This allowed them to leverage the massive traffic of Search and Gmail instead of launching a standalone site.
LessonIntegrating a new product into a high-traffic existing workflow is more effective than asking users to visit a new, independent destination.
In 2007, the use of ad networks by publishers jumped from 5% to 30% of sold inventory. This shift was driven by the need to monetize unsold display inventory, though it resulted in much lower CPMs compared to direct sales.
LessonRapidly adopting secondary sales channels can help monetize excess capacity but may threaten your premium pricing if not managed carefully.
Eren Bali at Udemy developed a method to analyze user likes using an affinity score. They tested dozens of targeting forms, but this specific data-driven approach outperformed everything else.
LessonProprietary data analysis of your existing users can reveal targeting opportunities that competitors miss.
MySpace faced a conflict with Photobucket regarding content and monetization on the platform. MySpace's CMO suggested that instead of banning widgets, the right approach was to establish revenue-sharing deals with widget providers.
LessonPlatforms eventually demand a cut of the value created by third-party tools operating on their infrastructure.
Andrew noticed that despite many photo-sharing sites existing, Flickr stood out because users described it as fun or game-like. This observation sparked his interest in applying game design to general web applications.
LessonA product can differentiate itself in a crowded market by prioritizing 'fun' as a core design mechanic.
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