All network effects have to be bonuses, not the primary use case.
All network effects have to be bonuses, not the primary use case. You don't come for the bonus, you stay for the bonus. A single-user use case has to be the primary use...
Topic: network effect
74 chunks · 52 episodes
2.3x burst in 2024 Q2
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Peak quarter intensity across the topic's active span. Higher values mean attention was concentrated into a shorter stretch rather than spread evenly over time.
Topic summary
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A short read on the topic's time range, peak episode, and strongest associations. Use it as the quick orientation before drilling into examples.
- network effect appears in 74 chunks across 52 episodes, from 2023-10-02 to 2026-10-12.
- Its densest episode is Bits and Bobs 4/8/24 (2024-04-08), with 3 observations on this topic.
- Semantically it travels with expected value, early adopter, and schelling point, while by chunk count it sits between schelling point and chatbot; its yearly rank moved from #5 in 2023 to #43 in 2026.
Over time
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Raw mentions over time. Use this to see absolute attention, not relative rank among all topics.
Observations
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The primary evidence view for this topic. Sort it chronologically when you want concrete examples behind the larger pattern.
With network effects, even if you're 3% better than alternatives, over time those compound into aggregation effects.
With network effects, even if you're 3% better than alternatives, over time those compound into aggregation effects. The compounding effect is more important than the ra...
Lots of products only work once you have a couple of eager collaborators.
...ti-player systems off the ground, useful even with one human in it. This allows network effects of collaboration to boot up faster. Google Wave wasn't wrong, it was just very, very early–and didn't have LLM collaborators. "Google Wave but for y...
Here are a few pithy insights from a presentation I saw from Scott Belsky.
...cheat codes for the best product leaders." "Personalization effects are the new network effects." "Process is the excretion of misalignment." Users feel success in your product with shallow value (no obstacles). They actually succeed with deep ...
ChatGPT maintains a dossier on you that it won't let you see.
...e thinking they're not smart enough." Prompt injection with tools that might do network effects could leak significant facts about you!
In software, consumer contexts often have winner-take-all but B2B rarely does.
... B2B rarely does. Consumer contexts are much lower friction, so aggregation and network effects play out faster. B2B contexts are paid, which require contracts, onboarding, etc: friction. Consumer contexts flow quickly due to typically being fr...
The adoption of a new product has two distinct curves:
...he first curve without the second. Things that demo poorly but have an inherent network effect of quality have the second curve but not the first. Some new products have both, like Google Maps did right when it was first launched. It's easy to ...
What is the magic that makes Wikipedia so antifragile?
...uman intention that has at its core a kind of inherent scarcity and buttressing network effects.
Netflix and YouTube are radically different businesses.
... Although adjacent categories like Instagram Reels / TikTok exist. Its inherent network effects make it so no one else tries to take it on head on. A super-linear business, powered by an ecosystem.
Why do open protocols seem to only work when there's some dirt simple coordination format?
... using it goes up with the number of other people who already use it. A classic network effect. The more complex it is--the more characters of normative spec text–the more there is to disagree with.[abr] Because the coordination point is an eme...
Ecosystems get to critical mass when they start building themselves.
...nt that pulls in more and more people over time. The boundary gradient can be a network effect, or it can be as simple as a thing that is values aligned, that people want to want.
You can't replace an ecosystem with a slightly better version.
...her dimensions, so the thing is actually arguably worse than the incumbent. The network effects and internal momentum of an established ecosystem have to be actively overcome with something not just a bit better, but wildly better in some salie...
Bits being easier to transport than atoms means that the first to establish network effects wins.
Bits being easier to transport than atoms means that the first to establish network effects wins. Once they win, they are basically unstoppable as long as they provide a minimum level of quality. It's all about first mover advantage, who's ...
The Aggregator playbook requires two things to work:
...ets, creating a stronger pull. This advantage can come from: Good old fashioned network effects. Data stickiness. The more data a user stores in the tool, the more useful it gets for them, which also makes their switch cost higher. Data Flywhee...
In a race with network effects if you don't play the red queen race, your competitor won't just edge you out, they will eat you.
In a race with network effects if you don't play the red queen race, your competitor won't just edge you out, they will eat you. In a situation without network effects, you might ...
A friend in Hollywood told me there is a haunted house in his neighborhood.
...d queen race for engagement, in a fierce battle with other providers with clear network effects. Step off the treadmill and you will be left in the dust before you know it. The people who are in tune with the algorithm have a mutual co-dependen...
LLMs "talk" to themselves internally in embeddings, and only reduce to words when they need to talk to humans.
...es both the sender and receiver to be using the same embedding space. A natural network effect for the embedding space; people will tend to use the one that others use, all else equal, to have a better chance of communicating with a partner. Bu...
If your thing looks superficially like existing alternatives, it's hard to get going.
...ough of a gradient to differentiate yourself. But if your thing has an internal network effect that the other things lack, then over time that network effect will get so much momentum that it obviates everything else. If you have a secret that ...
The power to create an aggregator is not an absolute thing.
...r options to be the obvious schelling point. If you can then kick off a private network effect that only benefits you and not the other alternatives, you can extend that lead into an everlasting, self-accelerating one. Aggregators are some of t...
Great piece on growth and churn from Andrew Chen.
...s, super-linearly. Your product has to have an intrinsic compounding loop (e.g. network effect) that is stronger than the churn loop to beat it over the long haul.