ᕼᑎ:49345263896 pts525 commentsProgrammingworth reading
The Amazon tax
Claude brief
HN 热门故事「The Amazon tax」进入今日前列,值得先打开原文和讨论串判断它真正有价值的部分。
模型分析没有产出可用结构化结果;页面保留了 HN 热度、原文入口和讨论信号,避免用空泛总结替代一手材料。
它在 HN 上获得约 896 分和 525 条评论,说明这个话题至少触发了社区讨论;真正的判断仍要回到原文证据和评论区的分歧点。
这是一条降级分析:它不冒充完整解读,只把可验证的元数据、原始链接和 HN 讨论保留下来,方便稍后重新生成或人工阅读。
HN rank: 3
HN score: 896
comments: 525
original url: https://seths.blog/2026/08/the-amazon-tax/
评论区已经提供了一些读者反应,但这里还没有形成完整综合。
它进入 HN 前列本身就是一个社区信号,但这还不是结论;更可靠的判断来自原文细节和评论区反例。
deep insight
这条记录目前缺少模型生成的深层解读。更好的阅读方式是先问:它的热度来自真正的新信息、可迁移的方法,还是只来自标题与时机。
可以先读原文第一屏和 HN 最高赞评论,再决定是否值得重新生成完整分析。
top comments
I think the point of this piece is that advertising ruins platforms. Maybe so but Amazon is hardly the first platform to be ruined by it. The same logic applies to other platforms - like subway platforms or television or even restaurant menus.Subway platforms are filled with ads and force us to think about upcoming sales and broadway shows.Television is full of ads and makes us think about all kinds of things we don't care about.Restaurant menus advertise the items at the top of the menu to the detriment of the items in small print down below.Memes of all kinds live or die by their attention fitness. If a book, play, or video game fails to get enough attention it dies, goes out of print, never makes it to broadway, and never gets ported to the new system. So if there is a way to cheat the attention system by paying a little money to push the thing in front of a few more eyeballs, makers and publishers are gonna do it.Advertising is fundamentally un democratic because it assumes an imbalance of power - the power of those who control the publishing, the power those who can pay more.
> The highest-yielding ad my publisher has tested so far is the search “Seth Godin The Knot“I think it would be interesting to see legal action here. I’m not a lawyer, but I feel like there should be at least three ways to go after this:1. Trademark infringement. If Amazon is using someone’s search that is clearly searching for a specific product, possibly trademarked, it seems inappropriate for them to serve up an ad for a competitor at higher priority than the actual result.2. Fraud. If I search for a product that Amazon sells and Amazon shows me an ad for a different product first and hides the product I searched for below the fold, they are effectively telling me that they don’t have the product I searched for and possibly that it doesn’t exist. It seems to me that this is deceiving me for commercial gain.3. Fraud again. If I search for a specific book and Amazon shows me an ad for that book, I think they’re trying to trick me into clicking that ad so they get extra revenue even if I don’t intend to click an ad. (And they’ve defrauded the ad buyer too. Those clicks are bogus.... reply:...
I don't love (but use...) Amazon but I think if done properly, ads can be relevant even when searching for a specific thing.Let's use a Google Example: I search for Toyota RAV4 and get an ad for Mazda cx-50. Obviously Toyota hates that but as a consumer it has a chance of making me aware of something I didn't know but would want to know, especially as a part of a purchase decision. That's why Mazda pays for that ad slot, and also why Toyota makes it expensive for them :)Obviously google in this scenario comes out ahead and it is annoying for some users but can be highly valuable if done well.It's not how I search or shop but plenty of people do. reply: No. If I search "Toyota RAV4" what I mean is Toyota RAV4. If I meant Mazda CX-50 I would have typed "Mazda CX-50." If I wanted information about various mid-size SUVs, rather than one in particular, I'd have searched "midsize SUVs."The number of times I have searched something, got back something I did not ask for, and found that helpful, rounds down to zero. It's actively destructive to the platforms that allow this kind of hijacking of search terms.
It doesn't have to do with Amazon. It is just how ads work.Of course when you buy a product that is heavily advertised you know that you are paying for it, Amazon or not. That's why, when I see an ad campaign for a product I may want, it is a signal for me to look elsewhere. Some competitor may use what would be ad budget towards offering lower prices or better quality.As for Amazon, it is not cheap! It is convenient, fast delivery, easy returns and all that. But if you forego that convenience, there is usually a cheaper option: local shops, Chinese platforms, direct sales, etc... reply: > As for Amazon, it is not cheap! To be fair, I am not doubting this statement for your experience. However, I will say my experience is the opposite. Amazon, where I live, is regularly cheaper and/or more convenient (1/2 day shipping for nearly everything). This makes me ask the question: What is the "PPP" (purchasing power parity) of Amazon for each region? It seems logical that Amazon would be (in some regions): (1) cheap, or (2) nearly the same price, or (3) expensive. Of course, I am sure this also varies by product category.
When searching on Amazon I always change sort to Best Sellers. The default is Featured Items which shows ads at the top and throughout results. For some searches that have a small number of real results, the majority of the list will be ads. Sorting by Best Sellers eliminates all ads in the results. reply: Since most things I buy from amazon are commodity type items I need quickly and cheaply, my method has been "Prime Only" + "Sort Lowest First". Add on a score minimum filter if the first results are junk.If you're just looking for something that's all whitelabeled stuff all coming from the same alibaba source, you can just find who's selling the same thing at the cheapest price currently. The prime only label is needed to filter out the stuff with extreme shipping pricing and times selling for $1....
>If you’re searching for an air fryer, Amazon already knows quite a bit. They know the best-reviewed, least-returned, best-priced model. The only purpose of the ads is to get you to pick an air fryer that isn’t that one (or for the best air fryer, to keep you on track to buy the one you wanted in the first place).What if I made a new air fryer that hasn't received a lot of reviews and costs a little more because of its quality? How would I break through, if not ads? reply: There's also the fact that Amazon really doesn't know the best-reviewed item anyway, at least in any meaningful sense, since most reviews (including verified) are fake/inorganic.
Amazon is a net-negative overall but I don't think this understanding is correct:> The only purpose of the ads is to get you to pick an air fryer that isn’t that one (or for the best air fryer, to keep you on track to buy the one you wanted in the first place). The ads make the search worse.This is only true in extremely simply scenarios. In reality, most of the time individual consumers may prefer something other than "the highest ranked item in this category." Maybe another company has a feature that increases cost but adds utility, maybe there's a brand you trust more that makes a slightly less popular version, etc.The problems of parasitic advertising still exist. People still see ads for products they will like less than the top rated search, but it's wrong to imagine that Amazon actually knows what that person would like best. If matching people to products was that easy you'd have all kinds of 3rd party recommendation services making very specific recommendations to make money off affiliate links. Instead we have a million "top 10" sites that work about as well as picking the #1 seller in an amazon category: not that well. reply: I think this comment is mistaken....
Not identical problem, but similar. If I have just read "Dombey & Son" and want to read more Dickens, I search "Dickens" and get Monica Dickens? ok, more fool me. But if I search "Charles Dickens" and get "in the style of charles dickens" or "based on charles dickens" then I am very unhappy, especially if that "search" was actually clicking the blue highlight link under the specific volume of dickens I just read.I asked an Amazonian about this once, and they said the algo worked for them in sales, because enough people go to the "in the style of" or actually want that and so I am SOL.You would think there could be a search setting "specific author name == author, no extras" or something, if they wanted to maximise utility and choice.
This has been true for years on Amazon and is true for most big services now.Over time the concept of search has mutated from 'locate the exact item I'm looking for' to 'show me a list of semantic search results'. Somehow nobody noticed.Oh and of course those are not random results - you can literally feel how the platform is trying to nudge you into buying what IT wants, not what you wanted. The search is just purchase intent, the platform will choose what you'll buy.Powerful algorithms, subliminal design - I feel like a lamb in a dark forest full of wolves when I search on amazon, netflix, prime video ..There are no '0 search results' anywhere.. each search yields thousands of results.I remember what a revelation Google search was when it came out in 1999 - it would actually find the exact thing you were looking for ! You no longer had to sift through directories of links, you could just filter it..We're back to pre-google, but it's a lot worse now, since this is by design, not by lack of technical knowledge of how to make search work.
> Amazon makes enough in search ad revenue to give every single one of their employees a $35,000 cash bonus and still have change left over.There was study not too long ago that showed that 48% of Amazon's employees were paid so little that they were forced to depend on some form of public assistance to meet their basic needs. Not only would an extra 35k a year prevent amazon employees from needing foodstamps and housing assistance, but I'd be willing to bet that amazon would make back some of it in increased amazon purchases too. It'd be great if the government cracked down on corporations who use taxpayer money to subsidize their labor expenses
The new (to me) Amazon Haul storefront is (to me) hilarious. I was stunned when I first saw it: https://www.amazon.com/haul/storeI didn't dig very deep to compare prices, but it appears to compete with Aliexpress/Taobao/Temu, with a larger marketplace fee (presumably justified by the "Amazon" brand recognition and customer capture?). Even after the absolute mess that Amazon made with their "Ships via Amazon" and "Ships from third party" schemes, this feels like a new low.Paired with the article, it seems to me like the natural conclusion is that the company wants to move away from distribution and towards pure rent-seeking, in the most blatant ways possible, trying to squeeze as much cash as possible from their name while it has any value.
Imagine there's a best-selling toaster. Amazon can recommend it and many people will be happy buying it. Then, one day a new toaster comes out, and it might be even better than the old best-seller. How would it get sufficient traction to be recommended by the algorithm? To send a strong enough signal, it would probably need a level of sales that could only be achieved with some level of advertising.Separately, I'd note that Amazon doesn't want high levels of returns (which it has to pay for in many cases), so they still try to herd people toward products that they will find acceptable. Might they not love them as much as some others? Perhaps, though this is a fine line to try to walk, and I'm not sure that Amazon is actually trying to walk it.
It's amazing how poor on-site search has gotten, while at the same time the capability to have better results and more relevancy has gone way up.I normally use Google and/or DuckDuckGo to search YouTube and Amazon, because if I'm looking for a specific video/product, that one will be 3-4 pages in (maybe not even shown).Brand name products are buried 3+ pages deep on Amazon, while the first 2-3 pages are always drop-shipped Chinese knockoffs now. The onsite search is almost entirely useless.
I'm in the UK, and I've found that pretty much anything I can get on Amazon I can also get at John Lewis. It's probably more expensive - I'm in the lucky situation that I'm not particularly price-sensitive - but I much prefer the feeling of buying from JL. Very occasionally I'll buy something from Amazon like photo paper or some small gizmo that's difficult to find elsewhere. The one kind of physical shop I really miss is the kind of place where you can buy one screw, nail or picture hook etc. I hate the number of 10-packs of things I get where I only need one. (Luckily I live in a block of flats where there's a good community, so often I get those for free just by asking on our Signal group!)
> The only purpose of the ads is to get you to pick an air fryer that isn’t that one (or for the best air fryer, to keep you on track to buy the one you wanted in the first place). The ads make the search worse."The best" is not a static product. If Amazon had no way for vendors to showcase their product, the best would be a stale product that accumulated decades of reviews. Maybe it's still the best , maybe not. But there is value to show some noise in the search long term.Another way to look at it is through the vail of ignorance. Suppose you're a manufacturer of air fryers, but don't know where you stand in terms of how competitive or popular your product is. Would you want to live in a world in which you CAN'T bump your placement? Sure if you're the top 3 manufacturer, maybe you would prefer not to pay the tax. But if you're not, you'd much rather prefer the system in which you can.
> They know the best-reviewed, least-returned, best-priced modelThat's assuming two things -- user desires and valuation models are identical (they're not, even within a single product view)and that the state of products is static -- Once a product is best there cannot be a new best in the future. You have to have buyers try new products, some of them disappointed, to plot the shape of what is best or worst. Charging companies a fee means they have to be really sure/serious that what they have to offer is market satisfying (else they're wasting their money).What we really need is for consumers to stop being so short term thinking and buying the cheapest item (on BNPL no less) and for Amazon to be held accountable for how they penalize people who legitimately compete with them (imo an anti-trust issue).- https://www.youtube.com/watch?v=Wxl_lO15Ocg- https://www.youtube.com/watch?v=5otF7Bj5LxI
I moved from the US to Australia recently, and Amazon isn’t really a thing here. Yes, it exists, and it is heavily marketed, but the range available in the store is at a guess less than 1% of what’s available in the US store. I occasionally go to amazon.com.au to look for things, have the same issue having to wade through irrelevant slop in the search results, find nothing suitable, and leave.And then I do what it seems most Australians still do — go to a mall, or visit a specialty retailer, or use a specialty retailer’s clunky website and find exactly the thing I need and order it there and get it a few days later.It’s quite refreshing to go out on the shopping streets or to the malls, and see many people out and about shopping. Likewise, the staff in stores are well-informed and helpful, and make the shopping experience pleasant and efficient.Amazon is why we can’t have nice shopping experiences in the US.
I've tried to replace Amazon with other vendors where possible. You can get partway there, but half the time, my orders get delivered from an Amazon warehouse anyway. Smaller vendors have basically surrendered logistics to Amazon entirely. At least I'm not giving Amazon ad revenue if I don't order directly through them!
If you are living in Germany I can not recommend https://geizhals.de/ enough. It is "just" a price comparision website, but it features most relevant online stores for me, annd more importantly their filters are just amazing and allow you to find products extremly efficient.
Amazon search has been terrible for as long as I can remember. Not to disregard the scourge of ads that has infested the results but I've been frustrated with Amazon search for almost 2 decades.Oh sure, their search gives you the impression you can filter/sort but due to zero policing anyone can say whatever they want about their product and I have the feeling Amazon just sucks at this on top of the seller malice.Just try to filter down to the dimensions you need, the connector you are looking for, the material you'd prefer and you'll be inundated with tons of items that share not resemblance to the filters you entered.I only want X brand, here I hope you want to see results from Z, W, Q brands as well!I only want items under 2ft wide, here are 4ft, 1ft, 6ft options!I want only <1' cables, here are 12ft cables.It's all a miserable experience. Often I skip the filters because if they are so bad at keeping out the trash then I worry I'll also lose legit options because I have zero trust in Amazon's ability to accurately filter.I won't pretend running Amazon is easy but I'm constantly in shock at how absolutely terrible Amazon's website is to use....
This assumes that people only (or at least) mostly depend on Amazon's search results' ordering to decide which products to buy. This is not true, at least not for everyone. I, e.g., visit review websites like Wirecutter to decide. Something tells me I'm not the only one.
This is the virtual equivalent of manufacturers paying for premium floor/shelf space in a brick and mortar store. The way to avoid it is to ignore the sponsored results and do some actual browsing - just like comparison shopping in a physical store.
IIRC this was talked about in Cory Doctorow's Enshittification book. Here's my bookmarklet to get rid of sponsored results, it's survived a couple years: javascript:document.querySelectorAll(".s-result-item:has(.puis-sponsored-label-text)").forEach(function(e){ e.remove()})
Really Amazon just has to overhaul their ratings system.That ads are fine, it's not difficult to see what is labeled "sponsored".What isn't fine is the hardcore gamification of reviews.If reviews are fixed and you want to pay to advertise your 2-star hand mixer? Sure, but you are probably just paying to show off that you suck.
That's one tax. The other tax is that companies raise their prices elsewhere so that they aren't lower than the list price on Amazon, because that would violate Amazon's policy.
"...the maker of the best air fryer now has to bid on ads as well, if only to protect the sales they were entitled to in the first place."No company is "entitled" to any sales.
> If you’re searching for an air fryer, Amazon already knows quite a bit. They know the best-reviewed, least-returned, best-priced model. The only purpose of the ads is to get you to pick an air fryer that isn’t that oneAt least ads give the sellers a chance to compete for eyeballs 'legitimately'. The same marketing budget will not just vaporize if there is no ad space. It will be spent on fake reviews and even fake customers.People who hate ads don't realize buying ads is the least evil way to compete for customers' attention.
> paying Amazon a dollar to show you an ad for the book you searched in the first place.This is the worst part.Google Ads are the same. I pay about $2 per click for my EXACT PRODUCT NAME search, otherwise 6 other competitor ads are shown on top of google search before the actual results