I'm from Switzerland. One of the first use cases of the internet for me was to use the local price comparison site comparis.ch to get the best deals on services like health insurance or broadband packages. Comparis is a hugely popular website in Switzerland. And that's despite that fact that it's much wealthier compared to say, Germany (where idealo.de is the dominant price comparison portal).
My understanding is that there are a lot niche comparison websites, such as CamelCamelCamel for setting price alerts on Amazon. There are also aggregators for travel and other verticals. However, there appears to be no one particular dominant one-stop type of portal offering comparisons across all kinds of product and service categories like Comparis or Idealo.
I do understand that the United States has one of the highest average incomes worldwide and the people there are more willing to part with their money than consumers in other places. However, there must still be a sizable addressable market here, just like there is in Switzerland, which is also a wealthy country. And yet, no dominant price comparison portal has emerged yet. Why is that?
San Bernardino County California is 1/3 larger than Switzerland. Just a county, not even a state.
Online shopping among only Swiss websites is more or less among local retailers relative to the US.
In the US, I can comparison shop using Google, eBay, Walmart, Amazon because if it is sitting in a warehouse 4000km away, the logistical chain is simple from a regulatory standpoint and there is established logistical infrastructure for its transportation, UPS, USPS, FedEx, and a large number of regional aggregators.
There's no customs declaration, tariffs, etc. The only difference between New York and Texas is sales tax rate.
At an abstract level like the community of nation states, Switzerland and Germany are arguably like the US. In physical reality, they are not transcontinental scale.
For physical products there's Google Shopping, which will usually get you a pretty good idea of the price ranges for an item. For large items, like cars, I'm sure there are several specific sites for those.
I'm not sure there's a huge unmet need here. Could you give some more examples of how people would use these types of sites ?
EDIT: Also for many products (especially lower cost products) it's hard to beat Amazon's prices and their customer experience is so much better than virtually everyone else's (both online and in terms of how the deliveries are handled) that it's often not worth shopping around much.
The US market is too large. Comparis works because there are only a small number of competitors in each of their targeted categories; e.g., they're able to maintain a list of current and past mortgage rates by period for almost every Swiss provider. That's much more difficult to do in the states. The same reasoning applies for mobile tariffs, personal loans, and automobiles.
Re healthcare, also remember that most people in the US have health care through their employers, so price shopping isn't necessary. When you do need to purchase private health insurance, most of the states along with the Federal government have health insurance marketplaces that provide their own price comparisons.
Also, competition among price comparison websites is much more intense, so they tend to focus on particular niches. It's easier to, say, run a successful comparison website for a single product category than for a large range of product categories and services. Compare pcpartpicker.com with toppresie.ch. They both have quality content - in fact, I would say that toppreise.ch is better, but the user interface and overall experience is much better with the former.
Then there's dark patterns where sites will literally tell you one price on the front page, but then at checkout tack on a ton of fees, and this is only AFTER you sign in, which means your price scraping bot has to have an account for millions of services that implement this pattern.
I don't believe this is something tech can solve, it's a people problem. The only way I can see this being a thing is if the government formalizes it in law or something, where each retailer has to submit the price to some centralized API where consumers can then pull from.