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I think you would be hard pushed to find any big tech company which doesn't do some kind of A B testing. It's pretty much required if you want to build a great product.


A responsible company develops an informed user group they can test new changes with and receive direct feedback they can take action on.


A big tech company has ~10k experiments running at once. Some engineers will be kicking off a few experiments every day. Some will be minor things like font sizes or wording of buttons, whilst others will be entirely new features or changes in rules.

Focus groups have their place, but cannot collect nearly the same scale of information.


I think a lot of people (myself included) would just like to not be constantly part of some sort of revenue optimization effort.

I don't care, at all, about the "scale of information" for the company's sake.


Often the experiments are not for revenue - many of them will be optimizing user experience metrics - ie. Load time or user dropoff rate.

They are clearly good for both user satisfaction and the companies bottom line.


As someone who works in these orgs, only a small fraction are about user experience metrics. 90+% are extracting more short term value with unknown second order effects on usability.


Big tech companies are not serving their "users" but advertisers, it's a common mistake.


If you have 10k experiments running then you are probably p-hacking.


Yeah, that's why we didn't have anything anyone could possibly consider as a "great product" until A/B testing existed as a methodology.

Or, you could, you know, try to understand your users without experimenting on them, like countless of others have managed to do before, and still shipped "great products".


I know this is a salty take, but reliance on A/B testing to design products is indicative of product deciders who don't know what they are doing and don't know what their product should be. It's like a chef saying, I want to make a pancake, but trying 50 different combinations of ingredients until one of them ends up being a pancake. If you have to test whether a product works / is good / is profitable, then you didn't know what you were doing in the first place.

Using A/B tests to safely deploy and test bug fixes and change requests? Totally different story.


A/B testing is the child of profit maximization, engagement farming, and enshittification. Not of "great product building".




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