Infrastructure scale
Passport
- Rock
- Assets
- Depth
- 3.5 · Mine
- Time to dig
- 10+ years
- Capital
- ◉ · extreme
- Solo
- ✗ no
- AI
- → eroding
- Rent
- ✓ rentable
Sample
- Share of apps
- 43.9%
- No-rate
- 52%
- Median price
- $19.99
Figures from the canivibecodeit sample. No-rate is the share of apps carrying this tag that cannot be vibe-coded — a proxy for structural strength. Only the first thirteen mechanics were measured.
Essence
Infrastructure one person cannot stand up: global hosting, uptime guarantees, media pipelines, email deliverability, fleets of monitoring. The second most common tag in the sample, and present in 59% of the apps marked "no" — more often than not it is what makes a product impossible to reproduce alone.
How it is built
Cloudflare — its own hardware in hundreds of locations
Hundreds of points of presence worldwide, its own servers, peering agreements with carriers — an economy in which a gigabyte of traffic costs Cloudflare orders of magnitude less than it costs a cloud tenant. A capital moat of the classic kind: money, years, contracts.
Email deliverability — reputation as infrastructure
For SendGrid and ActiveCampaign the moat is not in the servers but in the reputation of IP pools and domains, accumulated over years of relations with Gmail and Microsoft, and in the teams that work through spam incidents. A new sender on a clean IP lands in spam regardless of how good the code is — an infrastructure moat that is invisible from outside.
Netflix Open Connect — scale as a bargaining position
Netflix put its own CDN boxes inside the networks of internet providers: traffic of that volume is cheaper to serve locally, so the providers host the hardware themselves. A moat made of scale generates contractual advantages that are unavailable to small players in principle — not for money, but by position.
How it is bypassed
The cloud as an equaliser
AWS, Cloudflare Workers and R2, Hetzner and Oracle Cloud rent global scale to anyone: one person gets an anycast network, autoscaling and eleven nines of storage durability as a commodity. The incumbent's moat survives only where the infrastructure needed is something the cloud does not sell. The Zero Dollar Stack philosophy is the extreme case of this bypass.
Specialised wholesalers — Resend and Postmark
Even invisible moats like deliverability have learned to rent themselves out: new email services are built on top of somebody else's sending infrastructure and add reputation management and developer experience. The attacker buys the lower layer of the moat and competes with the upper one.
Local-first — an architectural bypass
If the data and the computation live on the user's device, server scale is not needed at all: Obsidian competes with Notion without any of its sync infrastructure — the files belong to the user and sync is optional. The bypass is not cheaper infrastructure but an architecture in which infrastructure is not required. For local AI products, on-device inference removes the cost of a GPU fleet the same way.
Verdict
The moat is real but rentable: clouds and wholesalers sell nearly all of it, and local-first removes the question entirely. What stays irreproducible is only the scale that creates bargaining positions.