No clicks, no content: The unsustainable future of AI search

80 bradt 90 8/31/2025, 3:37:24 PM bradt.ca ↗

Comments (90)

kleiba · 3h ago
The argument seems flawed to me: by "killing the web", they refer to the example of a company adding SEO'd information to their website to lure in traffic from web searches.

However, me personally, I don't want to be lured into some web store when I'm looking for some vaguely related information. Luckily, there's tons of information on the web provided not by commercial entities but by volunteers: wikipedia, forum users (e.g. StackOverflow), blogs. (Sure, some people run blogs as a source of income, but I think that's a small percentage of all bloggers.)

Have you ever looked for a specific recipe just to end up on someone's cooking website where they first tell your their life story before - after scrolling for a half a day - you'll finally find what you've actually come there for (the recipe!) at the bottom of their page? Well, if that was gone, I'd say good riddance!

"But you don't get it", you might interject, "it's not that the boilerplate will disappear in the future, the whole goddamn blog page will disappear, including the recipe you're looking for." Yeah, I get it, sure. But I also have an answer for that: "oh, well" (ymmv).

My point is, I don't mind if less commercial stuff is going to be sustainable in a future version of the web. I'm old enough to have experience the geocities version of the early web that consisted of enthusiasts being online not for commercial interests but for fun. It was less polished and less professional, for sure, but less interesting? I don't think so.

fabian2k · 1h ago
But AI is also going to kill some of your positive examples. Stack Overflow for example is in a steep decline, only a small fraction of questions are posted today compared to the peak. And the effects are more than financial, so even non-profit examples like forums would be hit.

If new people don't discover your site with useful user-created content, they won't contribute to it. You're also cutting off the pipeline for recruiting new users to your forum or Q&A site.

verdverm · 1h ago
Stuck overflow may not be the greatest example. I have switch to using GitHub discussions and Discord on the "where to get help for my projects" side of things. I ignore SO when it comes to support. Lots of other open source projects doing similar.

This trend was happening before LLMs entered the arena.

roblh · 43m ago
Discord is just absolutely worthless for this. Any question that gets asked gets buried in days if not hours. It pretty much guarantees the same basic garbage gets repeated over and over and over forever. Basically the exact opposite of stack overflow.
natebc · 20m ago
Inevitably too you'll get someone scolding you to "check the pins" which you then do and get introduced to that hellish nightmare.

Discord is great for chatting with your friends, gaming, etc. but man it's a horrible knowledge repository.

verdverm · 16m ago
> horrible knowledge repository

I don't disagree, but that does not change the fact that people have moved from sites like SO to Discord for this purpose.

There are Q&A channels, so not everything is chat, but Discord search is abysmal

Slack is another place where former SO content / answers are happening. Discourse too. The tl;dr is that it has become more fragmented, for better or worse

SO has a related problem to Reddit. Some mods high on their status and power

verdverm · 19m ago
There are question/answer channels, not everything is chat on Discord
JustExAWS · 1h ago
Stack overflow was a shit show way before LLMs became popular.
ben_w · 3h ago
On the one hand, I agree with what you've said.

On the other, I think it's unlikely the fun old geocities era comes back.

We'll probably get stuff that looks like it, but it's hawking nationalist revisionist propaganda instead of occult shapeshifting magic lifted from Sabine Baring-Gould, and a thousand Temple OS-inspired clones instead of python.

pests · 2h ago
The recipe thing is because recipes are not copyrightable and many duplicates exist around the internet. The padded length makes the content unique / not penalized as a duplicate and as a secondary benefit avoids penalties for short content.

Not saying this is good, but it’s the reason behind it.

wongarsu · 2h ago
Another commonly ignored group are those that publish information because they want others to know about that information. Even in a worst-case situation where websites are only crawled by bots and get no human visitors at all anymore, government and company websites won't disappear. Any tourist board worth their salt will increase the amount of content they publish compared to current levels. The local conspiracy nut will have an incentive to continue their blog, as will any university researcher. Press releases about new scientific discoveries will continue. Your personal blog might die, but lots of current "linkedin influencers" will start blogs to ensure LLMs think positively about their skills.

And that's assuming a world where people only ask LLMs and don't care about the provenance or trustworthiness of information at all. Which seems unlikely, even conspiracy nuts have some sources they trust more than others. The web will be fine. It will change drastically with the death of click-based advertising, but I don't see a future where it disappears

jaynate · 2h ago
Often, that off-topic content was garbage anyway. Not really deep or helpful or expert in any way. Not always, but often.
dmortin · 3h ago
> Luckily, there's tons of information on the web provided not by commercial entities but by volunteers

The question is: is there content which is useful, but not provided by volunteers? We see more and more content behind paywalls, and it is a loss for many people who can't pay, because they won't be able to access the same content for free supported by ads.

So the result is poor people are going to lose access to certain contents, while well to do people will still have access.

pixl97 · 2h ago
As the world always has been. There is no human right that we must have free content supported by ads. And ad supported content has tons of its own issues.
MangoToupe · 3h ago
Sadly, i think the future is more crap. It is simply too easy to generate text you think people might want to read (even if it is not).
pixl97 · 2h ago
The future is already here, and it's already crap. The web has been concentrated and filled with spam for a decade if not more.
MangoToupe · 1h ago
Yes. I'm saying we're about to see another few orders of magnitude of it.

Recently i've noticed google is even less effective than normal because it's turning up ad-filled pages that vaguely relate to the query but are clearly entirely generated by an LLM that also doesn't know what you're looking for.

So, we went from 95% crap to 100% crap over the course of about two years. There is obviously still stuff out there worth finding, but I can't imagine LLMs are going to get us there.

watwut · 2h ago
AI will kill the volunteers run websites and blogs faster then it will kill corporate ones. It will kill free information first. It will basically finish the process google search engine started when it started to require seo to find stuff.

People will have less or no motivation to create them, because well, why would they? It will be just a food for AI of some corporation.

And more importantly, people won't be finding and joining communities that produce the websites like stack overflow.

It was nice while it lasted, but likely it will be something that existed only for one generation.

panstromek · 1h ago
I have no intention to stop writing on my blog for AI reasons and I don't even see why I should. I suspect a majority of people who post here are the same.
conradkay · 2h ago
I doubt search engines are primarily what helped most blogs and sites grow. It's forums/word of mouth/social media
jayd16 · 2h ago
The same amount of quality content might still exist even when the advantages to providing it dry up further.... But good luck finding in an ever growing sea of slop.

We might see a resurgence in curated content but I have my worries. Google gets worse and worse but also traditional curated sites have started simply repost what's trending on Twitter.

insane_dreamer · 2h ago
People create content for free but not to be sucked into some machine that funds a $T company who mixes it up and spits it out without attribution. You want to share info for the sake of it but you also care deeply about how it’s presented and would like people to come read it on your site. So all that volunteer stuff will be killed along with all the recipe sites because those people aren’t going to put in the time and effort without some financial return (the pages of ads we detest but put up with).

In the short term it will feel liberating; in the long term it will kill the web.

ankit219 · 37m ago
Calling SEO content high quality is overestimating the nature and level of an SEO article. The other aspect that it implies is businesses are the reason we get so much high quality content. That is provably wrong. The moment people saw that some kinds of links got them high ranking on google, it resulted in an industry of producing SEO garbage where businesses would publish 1000s of words to answer something which could have been answered in a single word. (usual caveats exist)

People want signal and answers, not the 10 blue links as this post tries to argue.

The other thing is this: most high quality and valuable content can now be produced by individuals and finds distribution on social networks where they can occasionally charge for it as well. The drawback to google indexing those links was also that SEO-companies started targeting these mediums (eg: reddit, medium, forums). We needed an early regulation to minimize the needless hacking of SEO, but we let the market play it out, so it should still play out.

BinaryIgor · 8m ago
Interesting take on the future of web incentives; even before LLMs, I was often wondering how sustainable the ads model is - it obviously has a ton of tradeoffs.

Maybe we will just go back to pay content as it was before the Internet era? Magazines and such

jondwillis · 18m ago
The obvious incentives that’ll reform the market I think will result in more and more “toxic” content. AI agents are user agents. Like users using browsers. Mix ads into your content so hard that you end up getting the AI to use your brand, etc. It won’t be quite that simple, but I think that’s where this will inevitably lead. Just an evolution of the same old same old.
VladStanimir · 2h ago
I use copilot for search, in one of two ways. The first is as an advanced search where i use the answer to gauge if it found what i am looking for then follow the links for details. The second is when i am looking for some information i once knew and i remember some details, like the title of a book i remember the plot points too, then when i find it i go do something with that information.
quectophoton · 1h ago
A fuzzy search engine with a better "semantic index"[1] than classic search engines, but the trade-off is that instead of returning links it returns a generated soup of words that are semantically close to your "query".

Mostly useful when you're only looking for the presence of words or terms in the output (including the presence of related words), rather than a coherent explanation with the quality of human-written text.

Sometimes the response is accidentally a truthful statement if interpreted as human text. The quality of a model is judged by how well-tuned they are for increasing the rate these accidents (for the lack of a better word).

[1]: EDIT: In the sense of "semantic web"; not in the sense of "actually understanding meaning" or any type of psychological sense.

verdverm · 1h ago
> the trade-off is that instead of returning links it returns a generated soup of words that are semantically close to your "query".

I get links in my responses from Gemini. I would also not describe the response as soup, the answers are often quite specific and in the terms of my prompt instead of the inputs (developer queries are a prime example)

quectophoton · 38m ago
I call them a "soup" because AFAIK there's no intent behind them:

I'll stop calling them a soup when the part that generates a human-readable response is completely separate from the knowledge/information part; when an untrained program can respond with "I don't know" due to deliberate (/debuggable) mapping of lack of data to a minimal subset of language rules and words that are encoded in the program, rather than having "I don't know" be a series of tokens generated from the training data.

verdverm · 14m ago
Those are called Agents and already exists today. I've been prompted for more information when the agent realized it didn't have all the context it needs
p_ing · 1h ago
Injecting ads into answers will be the next step for the search market. Reddit is doing it already. And unlike reddit post or comment ads, it may be very difficult to block.
duncanfwalker · 59m ago
Oh god, this has just made me reflect that we're in the golden age of generative AI - not in technology terms, in user experience terms. We're in the period where the major products are competing against each other before they switch into enshitfication mode. You're certainly right, there's going to be ads in the answers and probably worse. I'm imagining companies paying to introduce ideas as subtle subtexts to millions of unrelated answers or platforms deliberately engineering the ux to maximise understanding of our drives and preferences purely so it can be sold.
aftergibson · 1m ago
Of course. Were in the burning VCs cash by the truckload phase. And inference isn't getting cheaper. I'd argue this is the worst its ever been in terms of over extending a business and they might not be able to enshitificate fast enough.
visarga · 2h ago
The content is now created in private chats with AI, probably a trillion tokens per day flow between humans and LLMs. When new AI models are made they will incorporate some experience from past usage. This dataset might be the most valuable source for training AI and solving our tasks. So in case humans decide to abandon publishing, there is a new experience flywheel spinning up.
8organicbits · 2h ago
I assume that AI chat is a lot of questions being asked by people unfamiliar with the subject matter. Would that training dataset have any information from experts?
nicbou · 1h ago
Where will the experience come from?
dang · 2h ago
The Economist article was discussed here:

AI is killing the web – can anything save it? - https://news.ycombinator.com/item?id=44623361 - July 2025 (448 comments)

Other related threads?

8organicbits · 2h ago
I'm curious what the overlap is between people who use AI tools and people who use ad blockers. Personally, I've been a leech on the ad-funded web my entire adult life; I always block ads. I haven't adopted AI tools. They only seem to work well for content that's readily discoverable anyway, otherwise the risk of hallucination has been far too high in my testing. If I care about the answer, why risk it?

I believe there's strong overlap between technically minded people and ad blockers. Maybe the challenge is that AI search appeals to less technically-minded people, who would have otherwise been exposed to ads?

pixl97 · 1h ago
Eh, I block every ad I can and use AI. That said most of my AI searches are ones that are in depth and use thinking models.

With that said there are some queries AI does better than search engines. If I have something I'm trying to remember from the distant past with poorly refined definitions I can iterate to a solution much better than reading spam filled sites.

bradt · 3h ago
AI companies are causing a content drought that will eventually starve them.
poisonborz · 3h ago
Who cares about them, it will starve society
johnnyApplePRNG · 2h ago
I can't bring myself to "Google" anything anymore.

Every single time I open up google and try searching for the information... I get frustrated being forced so do the agentic work and sift through the crap... and I fall back on ChatGPT or Gemini.

mola · 2h ago
Interesting. When I Google I always get the AI summary which does it for me.
UltraSane · 1h ago
The Web has become completely unusable without uBlock Origin.
ryukoposting · 1h ago
Whenever I have to use someone else's computer, or stand up a new one myself, I am reminded of this reality.

If LLMs ruin the economic viability of corporate blogspam, that's a net positive for society in my eyes. One of the few net positives we can expect from the AI bubble, as far as I can tell.

Of course, the new problem is that we have a bunch of LLMs trained on corporate blogspam, producing low-quality information that only feels plausible because of its correct grammar and neutral voice.

rightbyte · 39m ago
> If LLMs ruin the economic viability of corporate blogspam

What would be the mechanism for that? If anything LLMs make SEO spam almost free to make.

danielfalbo · 1h ago
We just need to go back at reading books in libraries
znort_ · 1h ago
books will be around for a while.

but i wouldn't mind getting back to the internet of the 80/90s where you could easily find more genuine content and less aggregators, replicators, marketeers and clickfarms. if that's "killing the internet" then it couldn't happen soon enough (i guess marketeers will not go away no matter what, that's a given).

the fear of decline of original content doesn't seem serious. much of what there is now is endless regurgitation anyway. while most of the free stuff nowadays is indeed just noise, the most valuable, original and quality stuff is free, has always been, and it's there. people have been contributing interesting stuff for multiple reasons and in multiple ways for decades, and still do; it is just buried under tons of rubbish. i see no reason why they would stop. if anything, a less noisy internet could be an incentive, and if gaps in knowledge form that will be even more reason to share and contribute, and things like stackoverflow will come back once llms become obsolete enough.

zb3 · 3h ago
"Content" that is made for clicks is precisely what I'd want to disappear from the universe.
CharlesW · 2h ago
You'll still see it, but in laundered form, indistinguishable from non-placed content. We just won't be able to block it, because its origin will be hidden in the system.

I think I'm going to miss the world where I could more easily trace the provenance of information.

cout · 2h ago
I'm hoping the in the future there will be an LLM that can somehow map text back to its source. Current LLMs can kinda pull it off if you ask them, but afaik they aren't trained specially for this task.
eric-burel · 2h ago
"Businesses produced and maintained quality content, Google rewarded the businesses with visitors while diverting some to their ads" that's idealistic, I am happy to see Google algorithm losing its monopoly, even if AI seach ends up being a bubble. When search engines will stop reducing website sorting to some stupid algorithm picked because of scalability while neglecting quality, I will start pity them. By the way this is, again, a low quality short opinion article about AI going to HN front page while not deserving it, it's really an annoying trend.
Waterluvian · 1h ago
If we can streamline the generalized information seeking process, that part of the web can dry up and disappear. And then we’d be left with more of the early era web, where you’re visiting websites not because you have a specific question to answer, but because you’re engaging in a social or interactive or otherwise deeper activity.

When it comes to “I have a specific question I need answering and then I’m done” the Web feels horribly clumsy and full of absolute garbage to wade through because they don’t want you to get the answer and go away. They want to milk your eyeballs for impressions and attention.

gmueckl · 1h ago
Social interactions are subject to network wffects and have all but captured by social media companies. This part of the web is dead and won't come back.
_Algernon_ · 3h ago
If AI kills the ad-funded business model of the internet, it will be one of the few good outcomes from AI.

Good riddance.

add-sub-mul-div · 3h ago
I cannot believe you people. The only difference between the status quo and the future is that the promotional messaging will be seamlessly and undisclosedly delivered with the conversational output. Ads are not going anywhere.

We can be forgiven for not seeing how social media was going to become weaponized against us, how streaming's promise of no ads was only temporary. There's no excuse for not seeing it coming this time.

_factor · 1h ago
Local AI searching for me and filtering the ads is my future. You can speak for yourself.
bostik · 1h ago
Just wait until the foundational models are all fed with increasing amounts of ads. After all, it will be the one remaining source of ongoing, if not human generated, at least human curated content. Ad exchanges will offer firehoses for a hefty fee, and the advertisers themselves will pay the exchanges extra to push their ads more frequently in there to gain a higher share of repetition.

The AI companies in turn will hoover in the deluge because they need something new to train their models with, embedding the ad copy deeply into the model itself.

Your local AI of the future will be just as ad-riddled.

twelve40 · 2h ago
Is this is a joke? Of course it's not going to kill ad-funded anything, ads will still be there 100% in some form, except now all the ad money will go to 1-2 companies instead of the whole world of web publishers. Very smart cheering that on!
oedemis · 3h ago
the first thing when i open my browser is lookup at https://news.ycombinator.com/ :)
epolanski · 2h ago
> ask Google for something and it responds with links to the best content

This hasn't been the case for more than a decade.

It's been seo crap from a long time.

tehjoker · 1h ago
I don't understand why all these companies want to replace links to human curated high quality information with slightly more convenient to access AI hallucinations. Whenever I have an important question, the AI generated answer is only useful to the extent that it provides links (i.e. search).
kingstnap · 1h ago
Human curated high quality information on google is getting rare, its as simple as that.

There is a renaissance of extremely high quality YouTube videos from creators with very few subscribers. Particularly in Math and Science content.

But the general web is full of a lot really bad websites that effectively just waste people's time.

verdverm · 1h ago
Most of the high quality human content has already been drowned out by the low quality human content for clicks. AI does the filtering process for me now. I'm using AI because greedy humans already made it bad and it's a really good tool to have in the current environment
JustExAWS · 1h ago
> The article focuses mainly on the publishing industry, news and magazine sites that rely primarily on visits to their sites and selling ads.

This is what killed the web - ads.

The web is unusable without ad blockers.

djoldman · 3h ago
> ChatGPT, Google, and its competitors are rapidly diverting traffic from publishers. Publishers are fighting to survive through lawsuits, partnerships, paywalls, and micropayments. It’s pretty bleak, but unfortunately I think the situation is far worse than it seems.

> The article focuses mainly on the publishing industry, news and magazine sites that rely primarily on visits to their sites and selling ads.

I'm not sure where this comes from. The way forward for publishers of content like newspapers is subscription fees and has been for a long time.

The New York Times, The Wall Street Journal, and The Economist revenues are subscription fee dominant, for example.

jsnell · 3h ago
It's a business with odd scaling.

You can find examples of national papers of record having successful subscription models for text content. If you're only subscribing to one paper, it'll be one of those. And you can find 1-5 person outfits with strong personal brands (often built in other media) and a loyal following, who specially want a given person's take on things and want to read everything they write. Basically financials that resemble the "1000 true fans" model.

But between those extremes it is a lot harder to make subscriptions work.

tensor · 3h ago
Yes. And as someone who wants to see the ad model of funding gone, I think this is great. Force them to figure out a business model that doesn’t rely on harvesting my data and using it to feed me propaganda.
bradt · 3h ago
The large outlets seem to be making subscriptions work, though it does seem to be challenging for them. Ironically, the NYT is constantly running ads in The Daily podcast to subscribe to the NYT to support their journalism. It seems the smaller publishers really struggle to make subscriptions work.
insane_dreamer · 2h ago
Yes but it also means journalism will be reduced to a few voices who can grow their subscription base large enough to survive. That is not a good thing.
bgwalter · 2h ago
Yes, for example the Miami Herald is still accessible without a subscription and was the prime investigative newspaper in the case of a Palm Beach resident (not Trump!) who cannot be mentioned here. They did excellent work.
add-sub-mul-div · 3h ago
Who will pay for a subscription fee for journalism if people get trained to receive their information from an opaque tl;dr machine rather than primary sources?
djoldman · 3h ago
Americans already, and increasingly, report getting a good chunk of their news from social media:

https://www.pewresearch.org/journalism/fact-sheet/social-med...

Folks who want more traditional journalism will pay for it.

insane_dreamer · 2h ago
Social media doesn’t provide news. It provides regurgitation of actual news by journalists (who need to eat) and a lot of hot takes and commentary on the actual news by journalists. Take away the journalism and you’re left with Reddit hot air.
pixl97 · 1h ago
Eh, in that case most 'news' doesn't provide news but opinions and commentary.

Conversely a lot of 'news' in its raw form is posted to social media.

What you're talking about is long form journalism which is expensive and not popular with the 30 second soundbite population we've grown.

giantrobot · 2h ago
> Folks who want more traditional journalism will pay for it.

If that is a tiny minority of people then there won't be a critical mass available to pay real journalists. No journalist can afford to work on long form investigative stories on minimum wage.

Even relatively straightforward legwork on a completely local story requires some driving around doing interviews. A whistleblower isn't going to just do a Zoom call with a journalist. A journalist can't get a first-hand account of an event from watching a webcam.

Good journalism isn't cheap. It doesn't have to be lavishly expensive but it's definitely not cheap. If only the New York Times can pay to hire journalists there won't be any meaningful journalism because they simply cannot scale to cover the world let alone the country.

tensor · 3h ago
People want realtime news. AI models don’t have up to the minute information. They need to search for that just like the rest of us, and would be subject to the same paywalls.
add-sub-mul-div · 3h ago
https://apnews.com/article/grok-4-elon-musk-xai-colossus-14d...

There you go, realtime. As soon as the people you want it to parrot have posted about it.

nextworddev · 3h ago
This take is wrong. What’s really going to happen is that content creators will still create content, despite the economics making less and less sense.

.. mainly that’s because that’s the only game left

insane_dreamer · 2h ago
Not if they can’t afford to pay the bills.
argentinian · 2h ago
There are a lot of artists and creators that create while they work in a job not related to what they create.

Money is not the only motivation to create.

api · 3h ago
The previous model isn’t sustainable either. It leads to enshittification.

Content can’t be free if you want it to be of any quality.

kleiba · 3h ago
I disagree, lots of volunteers have provided tons of high quality information since the inception of the web. Wikipedia is written entirely by people that didn't get any compensation for it. People answer questions on forums for free.

Likewise, a lot of content produced with commercial interest in mind is total garbage (this is e.g. where the term "click-bait" originates from).

There's always quality stuff and crap, no matter whether it's been produced for free or not.

_Algernon_ · 2h ago
Wikipedia continued existence is not dependent on ads or clicks.
quectophoton · 2h ago
You just made me imagine if Wikipedia had titles like "Is the Heliocentric model wrong?" or "The third planet of the Solar System has a generic name! Learn everything about it", and half of it behind a paywall.

Or worse, if its content were distributed in short videos: "What to know what's that giant fire ball on the sky? Watch until the end!", with a like-and-subscribe animation covering the bottom 20% of the video every 5 seconds.

kleiba · 2h ago
10 shocking secrets about the solar system!
balder1991 · 2h ago
“the last one will turn your brain upside down”
api · 1h ago
No it’s dependent on donations, either monetary or content. It’s not really free. It has an economic model. You can get away with one that minimal for Wikipedia because serving mostly static content is incredibly cheap.

Wikipedia can also only work because the upstream scientific and academic work to produce what gets posted there is largely subsidized. Wikipedia posters and maintainers do not have to pay the true cost of the content they are posting and very little of it is original.

This model won’t work for, say, journalism, which is very expensive. It won’t work for difficult polished software products. It won’t work for truly original artistic or literary work which takes tremendous amounts of time to produce. If, for example, authors can’t charge for a novel, then only people with trust funds or who are independently wealthy can afford to invest the time it takes to write a book.

The people pointing out how bad ad supported content is are proving my point, which was that there must be some kind of economic model. If there is no working one, content producers default to ads which leads to enshittification.

dmortin · 3h ago
> Content can’t be free if you want it to be of any quality.

There are lots smaller local websites which can produce useful local content because of ad support. Those may not have enough subscribers to continue behind a paywall.

balder1991 · 2h ago
What I notice here in Brazil is that most local news channels get the bulk of their money from TV ads. They all have a badly done website-blog with news that are very superficial (like 2 paragraphs) just to fill them with ads up and down and try to get something from it.

The big channels nowadays usually have 2 websites: one that is free and full of ads and pop-ups with very superficial news (seemingly written by interns) and one with actual quality analysis, journalism etc. that allow you access of 3 articles a month before you need to pay or something of that sorts.

I think the “serving ads” business hasn’t worked for a while.