Ram Parameswaran - Internet Scale Businesses – [Invest Like the Best, EP.207]

Here is the English translation of the provided Chinese investment research notes, following all specified rules.

At a Glance

Ram Parameswaran (Founder of Octahedron Capital, former Partner at Altimeter Capital) argues that the internet currently penetrates only about 10% of global GDP, a figure he expects to rise to 50-70% over the next 20-30 years, thereby generating over $100 trillion in equity value. Ram Parameswaran's core thesis is that the secret to successful internet companies lies in "Reducing Friction"—transforming inefficient offline business models (e.g., used car sales, local retail) into scalable, unit-economically sound internet businesses through product-driven approaches, extreme convenience, and a culture of experimentation.

Theme Sections

1. The Internet is Still at the Start of the "S-Curve," with Value Set to Increase 6x in 20 Years

Ram Parameswaran believes that despite the internet's ubiquity, it remains in an early penetration phase based on economic indicators. He cites John Collison's view that "the S-curve's job is to increase the internet's share of GDP" and provides quantitative analysis:

• Low Current Penetration: Net profits of internet companies account for only 5%-7% of global profits; transaction volume processed by the internet is in the mid-single digits as a percentage of global total; the market cap of internet companies represents about 10% of global market cap.
• Vast Future Potential: Using 2019 as a baseline, global spending on goods and services was approximately $60 trillion. Assuming online penetration reaches 30-35% in 20 years, e-commerce and services alone could generate $1.5 trillion in net profit. At a 20-30x P/E ratio, this corresponds to $40-50 trillion in equity value. Adding advertising (assuming 1% of GDP), these two sectors alone could generate $60 trillion in value—6 times the current market cap of roughly $10 trillion. Including payments, content, gaming, and software, the total opportunity exceeds $100 trillion.

2. Four Frameworks for Finding "Internet-Scale Businesses": Team, Growth Culture, Unit Economics, and Reducing Friction

Ram Parameswaran shares his core framework for evaluating companies, emphasizing that "reducing friction" is the key to internet company success. He has abandoned traditional TAM (Total Addressable Market) analysis because the internet's potential is nearly limitless.

• Team: Look for founders who are honest, have high integrity, and can partner with investors for the long term.
• Growth Culture: Prefers companies growing over 20% annually and values a "frugal" culture. He believes the best internet companies (e.g., Booking.com, DoorDash, ByteDance, Amazon) are extremely frugal, allocating resources to the highest-impact areas.
• Unit Economics: This is the most important metric. He requires companies to achieve positive cash flow at the "per unit" or "per local market" level. For example, DoorDash was profitable at the "street level" even when overall unprofitable, proving its model is replicable.
• Reducing Friction: This is the core of the product. He looks for products that "get taken off the shelf by consumers"—products with inherent viral growth or customer loyalty requiring minimal marketing spend. Examples include TikTok (enabling users to create professional videos in 15 minutes), Instacart (one-click grocery purchase), and Twilio (allowing developers to perform complex functions via simple API calls).

3. The "Carvana Playbook": Transforming Inefficient Offline Businesses into Internet-Scale Operations

Ram Parameswaran uses Carvana as a detailed example of transforming a traditional, inefficient industry (used car sales) into an internet-scale business. He believes Carvana's success lies in its "full-stack" solution and extreme customer experience.

• Pain Points & Innovation: Traditional used car dealerships lack economies of scale, have low profit margins (below 5%), and offer poor consumer experiences. Carvana achieves scale economies through centralized reconditioning centers (similar to Amazon fulfillment centers) and provides a seamless front-end experience allowing car selection, purchase, and financing within 10 minutes.
• Localized Market Strategy: Carvana's "playbook" involves conquering cities one by one, using broadcast radio ads (not digital ads) as a customer acquisition channel to gain 1% market share within a city.
• Extreme Experience & Moat: Carvana's obsession with "reducing friction" is its core moat. For example, in the car-selling process, even if a competitor offers $1,000 more, Carvana wins customers through the convenience of picking up the car within 48 hours. Ram believes this continuous process optimization (Hamilton Helmer's "process power") creates a massive compounding effect, making it difficult for competitors to catch up.

4. The Essence of ByteDance: An "Experiment Factory" Powered by Machine Learning

Ram Parameswaran argues that ByteDance is not an app company but an "engine company" with one of the world's strongest personalization algorithms and a culture of experimentation. As an early investor, he reveals the deep logic behind its success.

• Core is Algorithm & Infrastructure: ByteDance possesses one of the world's best machine learning and personalization algorithms, with astonishing infrastructure depth, being one of the largest global buyers of NVIDIA GPUs. Its internal culture is "experimentation"; founder Zhang Yiming is extremely flexible in thinking, and the company runs hundreds of experiments simultaneously.
• "Consumer as E-commerce" Acquisition Logic: Early TikTok was criticized for burning cash on user acquisition, but Ram argues the logic was to "treat consumers as e-commerce entities." They were willing to spend to acquire users because once retained (6-month retention rate of 40-50%), users spending 70-80 minutes daily could be monetized with high efficiency.
• Future Growth Engine: ByteDance's future extends beyond TikTok. Its internally incubated enterprise collaboration software, Lark, aims to become China's Slack or Google Workspace. Ram predicts that post-IPO, ByteDance's business will comprise advertising, value-added services, and enterprise services, positioning it as the next trillion-dollar company.

5. India: On the Cusp of a "Hockey Stick" Opportunity, Local Retail B2B is a Vast Opportunity

Ram Parameswaran believes India is at an inflection point for an internet explosion, with the core opportunity lying in using the internet to transform the inefficient local retail supply chain. He acknowledges India's past disappointments but believes conditions are now ripe.

• Three Conditions Met: Talent (Indian entrepreneurs are now world-class), Capital (inflows/outflows volatile but generally abundant), and Exits (a wave of IPOs expected in the next 1-5 years). Additionally, the democratization of knowledge (e.g., podcasts) and direct flights allow Indian entrepreneurs to better learn from Silicon Valley.
• Core Logic: Indian consumers are frugal and trust local stores over pure e-commerce. Therefore, Ram favors B2B platforms like Udaan, which connects manufacturers with local small shops, compressing 6-7 layers of distribution to offer lower prices, wider selection, and convenience. Udaan achieved $2.5 billion in transaction volume in under three years with positive unit economics.
• Other Opportunities: Pine Labs is seen as "India's Square," with its POS system and "Buy Now, Pay Later" business seeing surging demand post-pandemic. Ram notes that Indian companies recognize the importance of US capital markets, often registering as Singapore entities for Nasdaq listings, offering global investors a chance to participate in India's growth.

Position Moves

Ticker/Company	Analyst Stance	Key Data Points
Amazon	Bullish	Will become a $3-4 trillion company in the next decade; success stems from improving "convenience" from one-week to two-hour delivery.
Carvana	Bullish	Car purchase process completed in 10 minutes; Ram personally bought 4 cars and sold 1; believes it can become a $100 billion company.
ByteDance	Bullish	One of the world's largest buyers of NVIDIA GPUs; user 6-month retention rate 40-50%, daily usage 70-80 minutes; predicted to become a trillion-dollar company.
DoorDash	Bullish	Has the world's best "street-by-street" battle process; acquires customers via Square Cash App; expanding into multiple categories.
Udaan	Bullish	Achieved $2.5 billion in transaction volume in under 3 years; positive contribution margin unit economics.
Pine Labs	Bullish	Post-pandemic transaction volume has exceeded pre-pandemic levels; "Buy Now, Pay Later" business growing rapidly.
Square	Bullish	Hardware (card reader) sold out at Walgreens in 2 days; Cash App provides financial services to 100 million low-income users.
Adyen	Bullish	Has one of the world's best payment systems.
Stripe	Bullish (Not Invested)	Has the highest payment conversion rate and lowest transaction loss rate globally; Ram admits missing the investment is one of his biggest mistakes.
Netflix	Bullish	Viewed as a "tap" essential; core is content quality and affordability.
Etsy	Bullish	Satisfies consumer needs for "browsing" and "entertainment," which Amazon cannot provide.
Twilio	Bullish	Predicted to become a $200+ billion company; core is reducing developer friction.
Canva	Bullish	Allows logo creation in 10 minutes, lowering the barrier to design.
Slack	Bullish	Possesses strong network effects; Microsoft Teams cannot truly defeat it.
Zoom	Bullish	Core is "reducing friction"—one-click meetings, experience far superior to competitors like Skype.
Booking.com	Bullish	Has the world's best SEO/SEM engine; its cancellation policy creates customer loyalty.
Rappi	Bullish	Multi-category on-demand service platform in Latin America.
Zomato	Bullish	Successfully transitioned from an asset-light model to a high-capital, high-operations "street fighter" model.
Walmart / Target / Costco	Neutral	Undergoing transformation, but Ram prefers investing in infrastructure providers (e.g., Instacart) over the retailers themselves.
Nike / Lululemon	Bullish	Brand transition to e-commerce can expand TAM, reduce store count, and improve margins.
Grubhub	Risk Warning	Pure platform model faces challenges competing with full-stack solutions offering better experiences.
Vroom	Risk Warning	Customer experience far inferior to Carvana.

Judgments Worth Remembering

1. The Internet is Still in its Early Stages (Ram Parameswaran): Internet company profits are only 5-7% of global profits; this will rise to 50-70% in 20 years, with e-commerce and advertising alone creating $60 trillion in new value.

2. "Reducing Friction" is the Core of Internet Businesses (Ram Parameswaran): Successful internet companies focus on enabling users to achieve goals with minimal steps, e.g., TikTok for video creation in 15 minutes, Carvana for car buying in 10 minutes.

3. "Frugality" is a Key Indicator of Growth Culture (Ram Parameswaran): The best internet companies (Amazon, ByteDance, DoorDash) are extremely frugal, allocating resources to the highest-impact areas rather than wasteful spending.

4. Carvana's "City-by-City Conquest" Playbook (Ram Parameswaran): Carvana's success lies in its replicable local strategy: acquiring customers via broadcast radio in one city, gaining 1% market share, and continuously optimizing processes to build a "process" moat.

5. ByteDance is an "Experiment Factory," Not an App Company (Ram Parameswaran): Its core is a powerful personalization algorithm and experimentation culture, running hundreds of experiments simultaneously; once an effective model is found, it scales aggressively.

6. The "Consumer as E-commerce" Acquisition Logic (Ram Parameswaran): TikTok's early cash burn for user acquisition was based on treating users as "e-commerce entities"; high retention and long usage time enable efficient monetization—an "arbitrage" story.

7. Indian B2B E-commerce is a Vast Opportunity (Ram Parameswaran): Because Indian consumers trust local stores, B2B platforms like Udaan, connecting manufacturers with retailers by compressing distribution layers, can create immense value, achieving $2.5 billion in transaction volume in 3 years.

8. Pure Platform Models Face Challenges, Must Evolve to "Full-Stack" (Ram Parameswaran): Pure platforms like Grubhub struggle to survive against full-stack players (e.g., DoorDash) offering proprietary logistics and better experiences. Successful marketplaces will ultimately evolve into "full-stack" solutions controlling supply.