Why you can't find anything good online anymore
7 min read The Mahhala Team Official
Try to find a decent coffee mug online. Not a famous one, not the cheapest one, just a good one: heavy enough, a handle that fits, made by someone who cared. Type it into a search box and look at what comes back.
You'll get a page. It'll be full. Somewhere around the third scroll you'll notice you haven't found anything. You've been shown things. Rows of sponsored tiles, a listicle called "The Best Coffee Mugs of the Year" that reads like a spreadsheet wrote it, a brand name that is a random string of capital letters, and the mug you actually wanted, if it's there at all, sitting under all of it.
We have a name for this. We call it Search Decay: the slow replacement of what you searched for with what someone paid to put in front of you. It isn't that search stopped working. Search still works. It's the results page that got sold.
The tell
Here's how you know people have noticed. They started routing around the results. The clearest sign is one word typed after the query: reddit. Best travel mug reddit. Good linen sheets reddit. In a February 2022 reader poll by Android Authority, almost 70% of surveyed readers said they did this. It was a reader poll, and the site doesn't say how many people answered, so weigh it as what it is. But the reason people do it isn't mysterious. You're asking for a person's opinion instead of a page built to rank. When Google's own senior vice president of search told employees in 2023 that users were "still not quite happy," according to the same report, the people typing reddit already knew.
That's what the suffix means. Show me a person, not a placement.
What the first page is made of
Take the biggest product search box there is. In a test Consumers' Checkbook ran on Amazon, last updated November 2024, researchers searched for 50 common products in one day, logged out, in a private browser window. On average, 54% of the first 25 items were paid placements, and for a few queries it was more than 70%. Adding a brand name didn't rescue it: with a brand in the query, 44% of the first 25 items were still ads, and 35% weren't even for the brand searched for. The "Sponsored" label, Checkbook notes, is set in tiny gray letters. And by Amazon's own data, cited in the same piece, about 70% of its customers stick to the first page. So the page most Amazon shoppers stop at is, on average, about half advertising.
An academic study went wider. Dash and colleagues simulated 4,800 searches on Amazon across four countries and analyzed about 2 million organic and 638,000 sponsored results, in a paper posted in July 2024. They report items ranked past the 100th organic position showing up as sponsored results ahead of the top organic results on page one. The thing that earned first place on merit can sit below something that earned 101st and paid.
Regulators have said as much, though it's an allegation and Amazon disputes it. In September 2023 the FTC and 17 state attorneys general sued Amazon, alleging among other things that it degraded the shopping experience by "replacing relevant, organic search results with paid advertisements." A less-redacted version of the complaint, reported by CNBC in November 2023, says Amazon internally called ads that were irrelevant or only somewhat relevant "defects," and alleges that leadership chose to accept more of them. Amazon called that claim "grossly misleading and taken out of context." We're not a court. We'll only note that Amazon's ad business passed $68 billion in revenue in 2025, and that Marketing Dive describes it as still largely fueled by sponsored product listings.
Why it decays
None of this needs a villain. It's an incentive, and it runs the same way on the open web as inside a marketplace.
A group of researchers tracked 7,392 product-review queries on Google, Bing, and DuckDuckGo for a year, in a paper by Bevendorff and colleagues published in 2024. Their conclusion, at the population level: higher-ranked pages are on average more optimized, more monetized with affiliate marketing, and show signs of lower text quality. They describe an inverse relationship between how much a page uses affiliate marketing and how complex its writing is. Their phrase for the situation is that search engines "seem to lose the cat-and-mouse game that is SEO spam." In fairness, Google came out best of the three in their data, and its ranking updates helped for a while. The study also looked at one narrow kind of query, product reviews, which is a small slice of everything people search for. It's also exactly the kind of query you type when you want a good coffee mug.
The mechanism is simple once you see it. On a page where position is worth money, the pages that win are the ones built to win position. Being good at the thing you searched for is a different skill from being good at ranking, and the second one pays better. Optimization and quality don't have to move in opposite directions. They just tend to, given enough money on the table.
That's Search Decay. The box is fine. The results rot from the top.
The next box has the same problem
The next search box is an AI agent, and the same money is already knocking. People seem to know what that would do. In a survey The Harris Poll ran for Quad between February 5 and 7, 2026, among 2,180 US adults, 75% said they would trust an AI agent less if its recommendations were swayed by brand dollars. One survey, one country, asking about a hypothetical. But it answers the question no platform wants asked: what happens to the shortcut once it's for sale?
What we do instead
A week ago we wrote that search is built for looking, and we meant it as praise. Looking is the thing worth saving. Here is what a search box looks like when nothing on the results page is for sale.
Mahhala has a search bar, and nothing in its results is for sale. No store can buy a position in what you searched for. Ranking is a text match against the words in the listing, with no paid boost. Sponsored placements exist elsewhere on the site, are clearly labeled, and never buy their way into organic trends. Trending is earned from genuine engagement.
Boards are made by people, with their names on them. A collection on Mahhala is a person's taste, with their name on it. The ones from our own team are marked as ours. No auction decides what's on a board, because nobody is bidding.
Every store is stood behind by an owner who proved it. A store is here because an owner claimed it and proved ownership through the store's own domain, and how stores get listed spells out the process. A brand with no website of its own has nothing to prove it with.
Links are checked. A product here is a link to the store's own page. We check those links and pull dead ones off public surfaces.
No cart, no checkout, no commission. We link you to the store and you buy there. We take nothing from the sale, and nothing a store pays us moves it up in your search results.
Last Thursday we described the mega-marketplace listing as created by a seller, checked by a rule, and shown to you by a ranking. Search Decay is what that ranking becomes once somebody can pay it. A smaller catalog, checked by people, is the only kind where the results page stays yours.
We're young, and the catalog is smaller than you're used to. That's the deal: fewer results, none of them bought. If you'd like to see what search looks like when nobody paid for the first page, start exploring.