How To Startup Part 5: Building a Minimum Viable Product

Spencer Rascoff

Spencer Rascoff serves as executive chairman of dot.LA. He is an entrepreneur and company leader who co-founded Zillow, Hotwire, dot.LA, Pacaso and Supernova, and who served as Zillow's CEO for a decade. During Spencer's time as CEO, Zillow won dozens of "best places to work" awards as it grew to over 4,500 employees, $3 billion in revenue, and $10 billion in market capitalization. Prior to Zillow, Spencer co-founded and was VP Corporate Development of Hotwire, which was sold to Expedia for $685 million in 2003. Through his startup studio and venture capital firm, 75 & Sunny, Spencer is an active angel investor in over 100 companies and is incubating several more.

Minimum Viable Product
Image by Master1305/ Shutterstock

When thinking about tech giants like Facebook, Amazon or Google, it’s hard to imagine their weak and humble beginnings. When going from nothing to something, the founders of these companies all had similar startup journeys - they started with a minimum viable product or MVP. In the same way you can’t build a house without laying the foundation, you can’t create a successful product without building an MVP.


The Purpose of MVP

One of the biggest reasons startups fail is because founders design their initial product based on assumptions. As an entrepreneur, you don’t want to put an enormous amount of time, effort and money into a product the market may not even want.

Quibi - yes, that Quibi - is an excellent example of this. After spending upwards of $63 million, Quibi never quite found its footing among TikTok, YouTube and its many streaming competitors. The company never ran an MVP or any experimental public beta to test what kind of content and features resonated well with audiences, and simply built a product that nobody wanted or needed. After raising $1.75 billion in venture capital, the company shut down less than a year after its initial launch. This is why starting with an MVP is so important.

How To Build An MVP

By definition, a minimum viable product is a product with enough features to attract early-adopter customers and validate a product idea early in the development cycle. It allows founders to collect the maximum amount of user feedback with the least amount of effort. When building an MVP, you’ll want to keep the following things in mind:

- Answer the right question. It’s important to determine what your central hypothesis is. When Airbnb’s founders wanted to see if they had a viable idea, they didn’t rent out space or buy new beds. They simply tested the question “Will strangers pay to stay in my apartment?” by providing a free lodging experience in their living room with the promise of networking with like-minded people.

- Decide which metrics matter. Identify what will define the success of your product. Common MVP metrics include churn rate, customer acquisition cost, average revenue per user and lifetime value of a customer. However, the data collected should include both qualitative and quantitative insights about how your product is used and what customers actually think about it.

- Actively measure what you are testing. It is important to continuously test, measure and learn until the product is finalized.

- Build internally if possible. It’s easier to meet internal needs and challenges first. For example, the original Twitter prototype was designed for internal users at (the now closed) Odeo as a way to send messages to other employees and view them on a group level. After initial internal testing and positive feedback, Twitter launched publicly in 2006.

- Do things that don’t scale. In this early stage, you have nothing to lose. Create a great experience for initial users and cater to their needs. Put in the extra amount of effort while you continue to build confidence. Talk with every user and every customer, and do things that would never scale once the company gets bigger. For example, Yelp’s founder Jeremy Stoppelman famously went to every bar in San Francisco to pitch them on Yelp in the early days.

Not Great But Good Enough

When launching Zillow in 2006, we had to decide how good is good enough to launch. The first version of the product had Zestimates on 40 million homes with about a 12% margin of error. When launching, we knew that the Zestimates weren’t going to be entirely accurate and mainly just wanted to see how Americans would react to being able to publicly view valuations and information about homes.

We actually held up the Zillow launch by about two months to avoid angry and upset consumers. We spent this time building out an extra feature called My Estimate that allowed users to modify the estimates of their home with information Zillow didn’t have, such as for things like remodeling or significant changes to square footage. We were worried people might not be happy if the estimate was incorrect and they couldn’t do anything about it, which is why we held off. It was a difficult decision to push back the launch, but worth it in the long run. When striking this balance between our MVP and V1, we knew it didn’t have to be great but just good enough to entice users. Now, 15 years later, Zillow has upwards of 100 million homes with about a 3% margin of error, and the product is much more fully evolved.

Key Takeaway

The key takeaway here is that MVP allows organizations to start small, and slowly build up to the best version of their product. When starting Hotwire, we started by just selling airline tickets from a few carriers. Later we expanded to include more airlines, additional flight options, and eventually hotels, rental cars and cruises. But the early MVP was as stripped down as possible. See below for Hotwire’s beta site in 2000. About as bare-bones as it gets.

Image from HotwireAn MVP of Hotwire sold airline tickets from just a few carriers.Image from Hotwire

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What’s New from Waymo 🚗 and Snapchat 👻

🔦 Spotlight

Happy Friday, LA!

Image Source: Waymo

In case you’ve been cooped up indoors or haven’t had a chance to leave the office this week, you might have missed the latest buzz—Waymo’s self-driving cars are now cruising all over LA! That’s right—Waymo One, the autonomous ride-hailing service, has officially expanded citywide, now covering nearly 80 square miles of Los Angeles. After months of testing and a waitlist, Angelenos can now book rides 24/7 in areas stretching from Santa Monica to Hollywood to the USC neighborhood. Early feedback has been overwhelmingly positive, with passengers rating the service 4.7/5. Riders are praising the smooth, safe experience—making it a game-changer for getting around the city, whether it’s for work, errands, or leisure.

Image Source: Snap

Meanwhile, Snapchat is stepping up its game with new features in its Family Center designed to boost family safety and connectivity. Parents can now request their teens' live location on Snap Map, stay informed about their location-sharing settings, and set travel notifications to get alerts when family members arrive or depart from key locations like home or school. These updates give families more control and peace of mind in managing their digital interactions.


🤝 Venture Deals

LA Companies

  • Camouflet, an AI-driven platform specializing in real-time pricing optimization, has raised a $3M Seed funding round from private investors to enhance its services. - learn more
  • Chaos Industries, a defense tech company specializing in advanced detection and monitoring systems, raised a $145M Series B funding round led by Accel to accelerate its development of critical national security technologies. - learn more
  • Radiant, a company specializing in advanced nuclear microreactors, raised a $100M Series C funding round led by DCVC. The funds will be used to complete the Kaleidos Development Unit and conduct testing at Idaho National Laboratory's DOME facility, aiming to bring factory-built microreactors to market. - learn more
  • Mundial Media, a company focused on contextual marketing for multicultural audiences, raised a $1.5M Pre-Seed extension round led by new and existing investors, with the funds aimed at advancing their Cadmus AI technology and expanding digital advertising offerings. - learn more

LA Venture Funds
  • Joyful Ventures participated in a seed funding round for Meatly, a UK-based company specializing in lab-grown pet food, though the exact amount raised has not been disclosed. - learn more
  • B Capital participated in a $200M Series C funding round for Writer, a full-stack generative AI platform that helps enterprises deploy secure and reliable AI solutions to address critical business challenges. - learn more
  • LFX Venture Partners participated in a US$30M Series C2 funding round for UniUni, a company transforming last-mile delivery for e-commerce through technology, and plans to use the capital to improve its platform and rapidly grow its operations. - learn more
  • Composition Capital participated in a $20M Series B funding round for Arbolus, an expert insights platform that connects investors and consultants with subject matter experts, to support Arbolus's expansion into the U.S. market - learn more
  • Type One Ventures co-led a Series A funding round for Lunar Outpost, a company specializing in lunar surface mobility, commercial space robotics, and space resources; the funds will support their active programs. - learn more
  • Trousdale Ventures participated in a $29M funding round for Starfish Space, a Seattle-based satellite servicing company that will use the funds to develop and launch its Otter spacecraft, designed to extend the operational life of satellites in geostationary orbit. - learn more
  • Plus Capital participated in a $20M Series A funding round for OneSkin, a San Francisco-based biotech company specializing in skin health treatments, with the funds aimed at expanding research, developing new formulas, and growing its presence in the anti-aging skincare industry. The company will also invest in its team and explore new sales channels. - learn more
  • Starshot Capital participated in a $10.5M Series A funding round for Ecolectro, a New York City-based green hydrogen company, to support the development of its scalable electrolyzer technology and make green hydrogen more accessible. - learn more
  • Navitas Capital participated in a $37M Series B funding round for SwiftConnect, a company that provides connected access solutions for buildings and spaces, to expand its network, scale operations, and support new product initiatives. - learn more
  • Griffin Gaming Partners led a €17M Seed funding round for BIT ODD, a Finnish gaming studio focused on creating mobile games that prioritize creativity and emotional depth over finance-driven metrics. - learn more
  • The K Fund participated in a $20M funding round for Homethrive, a caregiving solutions platform, and the funds will be used to help expand its AI-driven care navigation, improve personalized support, and enhance digital tools to increase engagement across various payer populations. - learn more

        LA Exits

        • Farm Dog, a Los Angeles-based company that provides a platform with tools to help agronomists streamline their work—offering features for field scouting, document management, and data integration to enhance productivity in agriculture—has been acquired by FarmQA. - learn more

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                Wonder Dynamics: Redefining the Animation Landscape
                Wonder Animation

                🔦 Spotlight

                Happy Friday, LA!

                Wonder Dynamics, a Los Angeles-based company founded by Tye Sheridan and Nikola Todorovic, has launched Wonder Animation, a beta feature that is poised to transform the landscape of video production. Acquired by Autodesk in May, Wonder Dynamics is leveraging this innovative tool, which harnesses artificial intelligence to turn standard video footage into captivating 3D animated scenes, making sophisticated animation techniques more accessible to filmmakers of all budgets.

                Wonder Animation allows creators to shoot from multiple angles, with the AI reconstructing these shots into a dynamic 3D space. This functionality enables filmmakers to seamlessly blend live-action scenes with interactive virtual environments while preserving original camera movements. Users can customize various aspects, including animations, characters, lighting, and camera tracking data, and the tool integrates smoothly with popular software like Maya, Blender, and Unreal Engine.

                What sets Wonder Animation apart is its emphasis on artistic control. Unlike many AI tools that impose rigid outcomes, this feature empowers creators to guide their projects, ensuring that their unique style remains front and center.

                As the boundary between video and 3D animation blurs, Wonder Animation invites creators to experiment and innovate in exciting ways. This development marks a significant step forward in digital storytelling, democratizing access to high-quality visual effects and making sophisticated animation achievable for a broader range of filmmakers.

                With the global animation market projected to reach approximately $400 billion in 2024 and grow to over $587 billion by 2030—reflecting a compound annual growth rate (CAGR) of about 5%—tools like Wonder Animation are more relevant than ever. This growth underscores the increasing demand for animated content and highlights the necessity of innovative solutions to meet filmmakers’ evolving needs. For those looking to elevate their storytelling, Wonder Animation may just be the key to unlocking new creative horizons. According to Statista, this upward trend in the animation market emphasizes the significant opportunities ahead.


                🤝 Venture Deals

                LA Companies

                • Evite, an online platform enabling users to design, send, and manage digital invitations and eCards with tools for event organization and guest tracking, has received a strategic growth investment from Francisco Partners to accelerate innovation and expand its product offerings. - learn more
                LA Venture Funds
                • F4 Fund participated in a $4.1M Pre-Seed funding round for Further, a platform designed to help first-time homebuyers determine how much home they can afford by providing personalized insights on interest rates and lender requirements, giving users a clear view of their purchasing power. - learn more
                • Alexandria Venture Investments participated in a $10M Seed funding round for CrossBridge Bio, a company focused on developing advanced dual-payload antibody-drug conjugate (ADC) therapies, with the funds supporting preclinical development of its next-generation cancer treatments. - learn more
                • Clocktower Ventures participated in a $5.6M Series A funding round for Morada Uno, a startup in Mexico focused on making apartment rentals easier by providing a platform that connects tenants with landlords and simplifies processes like lease agreements and rent payments. - learn more
                • Skyview Capital participated in a $5M Series A funding round for Web3 chain game A-World, a tower defense battle game set in the metaverse on the BNB Chain, where players build hero towers to defeat waves of monsters. - learn more

                    LA Exits

                    • Drive Hospitality, a leading provider of personalized parking and hospitality services, including valet, concierge, bell services, parking management, and advanced technology integration, has been acquired by Propark Mobility. - learn more
                    • Vebu Labs, located in El Segundo and specializing in custom automation solutions for the food industry—including the innovative 'Autocado' system that automates the peeling, coring, and scooping of avocados to enhance operational efficiency—will be acquired by Serve Robotics. - learn more

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                          Big Wins: Dodgers Take the Title ⚾, ChatGPT Levels Up🚀

                          🔦 Spotlight

                          Happy Friday, LA! It’s been a week of big wins, on and off the field. 🎉

                          ⚾️ First up, let’s talk Dodgers. With a thrilling 7-6 comeback victory over the Yankees in Game 5, the Dodgers clinched their eighth World Series title, their first since 2020. The city is buzzing, and fans are ready to celebrate! A parade kicks off this morning at 11 a.m., starting at City Hall and winding down to Flower Street, with a ticketed celebration at Dodger Stadium for those wanting to keep the festivities going.

                          Image Source: Dodgers

                          💻 Meanwhile, in the tech, OpenAI just rolled out a game-changing update for ChatGPT. Plus and Enterprise users can now access real-time internet search, powered by Microsoft Bing, bringing ChatGPT's responses fully up-to-date. This means users can now ask about the latest news, hotspots, or recent LA startup announcements, and ChatGPT will pull in fresh, relevant answers directly from the web. Previously limited to information up to 2021, ChatGPT’s new browsing capabilities make it a valuable digital assistant for anyone needing real-time insights in fast-paced industries like tech and entertainment.

                          Image Source: ChatGPT

                          🔍 The real-time search feature also includes “Browse with Bing,” allowing ChatGPT to source information from multiple sites for detailed answers to complex questions. Whether you’re exploring the latest venture capital trends in LA or curious about the best local spots, ChatGPT’s new browsing power helps you stay ahead with the latest info. This leap forward in AI functionality makes ChatGPT even more versatile and powerful for everyone, from business owners to everyday users.

                          From the Dodgers’ World Series win to OpenAI’s latest ChatGPT update, there’s a lot to celebrate in LA this week. Here’s to champions, innovation, and a city that’s always pushing boundaries. 🌆✨


                          🤝 Venture Deals

                          LA Companies

                          • Final Boss Sour, a Los Angeles-based gaming-themed snack company specializing in healthier sour snacks, has raised a $3M Seed funding round led by Science Inc. to expand its product offerings and operational capabilities. - learn more
                          LA Venture Funds
                          • Smash Capital led a $50M Series B round for Read AI, a productivity-focused AI company, bringing its total funding to $81M. The company offers a platform that enhances meeting efficiency through features like note-taking, summarization, and transcription. Additionally, Read AI introduced "Read AI for Gmail," a free Chrome extension that integrates information from various applications, reducing the need to switch between apps. The funds will be used to increase the company's headcount in engineering, data science, and business teams. - learn more
                          • Distributed Global participated in a $25M funding round for Nillion, a company that provides decentralized privacy solutions designed to secure sensitive data using advanced technologies like secure multi-party computation. - learn more
                          • Act One Ventures participated in a $5M Seed funding round for Latii, a construction materials supply chain startup, to enhance its platform that connects contractors with suppliers, aiming to streamline procurement processes and reduce costs in the construction industry. - learn more
                          • SmartGateVC participated in a pre-seed funding round for Ritual Dental, a company revolutionizing dental care by integrating advanced technology and microbiome science to provide personalized, preventive treatments. - learn more

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