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Not to mention nobody bothered chasing Amazon-- by the time potential competitors like Walmart realized what was up, it was way too late and Amazon had a 15-year head start. OpenAI had a head start with models for a bit, but now their models are basically as good (maybe a little better, maybe a little worse) than the ones from Anthropic and Google, so they can't stay still for a second. Not to mention switching costs are minimal: you just can't have much of a moat around a product which is fundamentally a "function (prompt: String): String", it can always be abstracted away, commoditized, and swapped out for a competitor.


This right here. AI has no moat and none of these companies has a product that isn't easily replaced by another provider.

Unless one of these companies really produces a leapfrog product or model that can't be replicated within a short timeframe I don't see how this changes.

Most of OpenAI's users are freeloaders and if they turn off the free plan they're just going to divert those users to Google.


AI has no moat - yet here I'm been paying for ChatGPT Plus since the very start.


The real test of a moat is pricing power - would you still stick with OpenAI if they increased the Plus subscription to $40/mo?


Most likely, yes. I don’t see any viable alternatives. And if they increase to $40, I assume others must as well due to similar unit economics.


Well, web search is also function(query: String): String in a sense, and that has one heck of a moat.


Right, because just like the Amazon case, potential competitors didn't realize at the time what a threat it was, and so they gave Google a 15-year head start (Microsoft half-heartedly made "Live Search" circa 2007 and didn't really get at all serious about Bing until ~2010).

That's very different from the world where everyone immediately realized what a threat Chat-GPT was and instantly began pouring billions into competitor products; if that had happened with search+adtech in 1998, I think Google would have had no moat and search would've been a commoditized "function (query: String): String" service.


It's not just the head start, it's the network effect.




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