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Originally published by @kepano on X. Tech Twitter preserves the original source alongside this readable edition.
Before you dive in
• This framework empowers builders and founders to systematically diagnose competitive advantages and identify underexploited strategy combinations, moving beyond intuition to a comprehensive taxonomy of eighty proven winning mechanisms spanning accumulation, pricing, uniqueness, offense, defense, and other vectors
• For AI practitioners specifically, this model provides a structured language for analyzing how AI systems can create defensibility through composability, efficiency, speed, or emerging properties like antifragility, while also highlighting which strategies (like secrecy, deterrence via patents, or prestige through accreditation) are becoming more critical as AI capabilities commoditize.
Best for builders who want practical takeaways. 7 min read.
Why do people flock to something? What creates an edge, an advantage, a moat? How do things win, or at least survive, in a highly competitive landscape?
Organisms, people, products, organizations, networks. All are able to overcome competitors and accumulate energy by developing strengths along certain vectors.
Successful things tend to optimize competency on a narrow set of strategies, often a unique and unusual combination of strategies. Here are eighty such strategies, grouped in broad categories, with examples from biology and business.
Accumulation
Usership: a critical mass of users, network effect. Examples: Phone system, the internet, scaled social networks.
Completeness: all-in-one tool, one-stop shop. Examples: Swiss army knife, Walmart.
Aggregation: an environment or marketplace designed for broad participation. Examples: Cities, malls, Amazon, Craigslist.
Diversification: low-dependency on any one stream of resources. Examples: Conglomerates, omnivores.
Omnipresence: available everywhere it might be needed, accepted by default. Examples: Visa, Coca-Cola, dandelions.
Cloning: expands by replicating identical copies of itself. Examples: Aspen groves, franchises, sourdough starters.
Price
Affordability: comparatively low-cost. Examples: Mass production, fast food, fast fashion.
Luxury: intentionally high-cost, often labor-intensive, or status symbol. Examples: Veblen goods, supercars, luxury watches.
Skimming: ingests a large volume of very small transactions or resources. Examples: Credit cards, baleen whales, planktivores.
Bundling: packaged freely with something desirable. Examples: Microsoft Office, cable channels, seeds in a fruit.
Time
Heritage: multi-generational legacy. Examples: Religions, old companies.
Craftsmanship: uses more time, precision, and attention to detail than competitors. Examples: Handmade watches, bespoke tailoring, Leica.
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Organic: natural growth process that cannot be accelerated. Examples: Trees, ecosystems, aged cheeses.
Endurance: ability to operate continuously over a long period of time. Examples: Marathon runners, nuclear submarines.
Uniqueness
Specialization: strong competence in a narrow niche. Examples: Trade schools, pandas.
Versatility: general competence adapted to many tasks. Examples: CPUs, opposable thumbs.
Hybrid: competence in two distinct areas, or blending of two strengths not usually found together. Examples: Frogs, cronuts, amphibious vehicles, hybrid cars.
Divergence: creativity, unusualness, differentiation from the norm. Examples: Van Gogh, Picasso, Frank Gehry.
Authenticity: traceable to its source, especially where counterfeiting is prevalent. Examples: Money, olive oil, art.
Rarity: naturally limited in quantity, at the edge of the distribution curve. Examples: Beachfront property, Victor Wembanyama.
Scarcity: artificially limited in quantity. Examples: Collectibles, NFTs.
Secrecy: made difficult to copy by protecting private knowledge, or combining components in a way that cannot be disentangled. Examples: Magicians, Coca-Cola, trade secrets.
Irreverence: contrarian, counter-cultural, disregard for tradition. Examples: Richard Branson, South Park.
Offense
Violence: destroys or consumes the opponent through physical force. Examples: Military attacks, predators.
Privacy: protection against unwanted information disclosure. Examples: Encrypted messaging apps, VPNs.
Durability: physical robustness, resistance to damage, or injury. Examples: LeBron James, cast iron skillets.
Neutrality: displays long-term non-belligerence, a safe haven. Examples: Switzerland, Red Cross.
Obscurity: survival by remaining unknown or undetected. Examples: Deep-sea creatures, closed-source software.
Antifragility: becomes stronger when exposed to stress or usage. Examples: BitTorrent, muscles.
Deception
Camouflage: ability to blend into the surrounding environment. Examples: Chameleons, stealth aircraft.
Mimicry: superficially adopts characteristics of another species to trick opponents. Examples: Harmless snakes mimicking venomous ones.
Decoy: distracts or misleads adversaries. Examples: Chaff, fake security cameras.
Lure: preys on other organisms by setting attractive traps. Examples: Anglerfish, honeypot.
Infiltration: gets past defenses without notice. Examples: Trojan horse, malware, smuggling.
Timing
First-mover: acts first to gain an advantage. Examples: Netflix, Tesla.
Second-mover: fast-follower, moves quickly to copy the first-mover. Examples: Facebook-Snapchat.
Last-mover: waits until all opponents have expended energy on failed approaches. Examples: Apple.
Accreditation
Monopoly: artificial control of a resource or market approved by the governing body. Examples: Patents, regulatory capture.
Prestige: endorsed by authoritative sources via awards, degrees, or other recognition. Examples: Michelin-starred restaurants, Ivy League graduates.
Curation: selectiveness, particular ability in choosing and grouping. Examples: Art galleries, HBO, venture capital.
Collaboration
Union: reduce friction between potential competitors by adopting a common set of rules. Examples: Mergers and acquisitions, United States, European Union.
Alliance: partnership that enables some benefits of a union while maintaining independence. Examples: Partnerships.
Emergence: hive mind, wisdom of the crowd. Examples: Ant colonies, beehives, democracy.
Centralization: single decision-making entity. Examples: Dictatorships.
