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Disclosure: I have never cross-shopped for any of these services. I use Google Flights, Google Maps for hotel search, and book on the hotel website.

What percentage of the total value is typically saved by those who check different devices, browsers, etc?

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For changing browsers, IPs, user agents, etc., it probably rounds to 0%. There are some edge cases booking flights directly from national carriers from within/outside the country. For using third party OTAs for hotels, I'd guess maybe 5% or so on average depending on your usage, but the financial tradeoff isn't directly comparable. You can probably save a bit by booking third party, especially if you haven't bothered signing up for hotel loyalty programs [1]. There are...let's say "discontinuous" long tail issues with booking hotels third party, where probably 95-99% of the time you'll have no problems, but when there is one, you'll have a much better chance of having a very bad time. The price gap on flights is probably considerably smaller (commissions on flights are much lower than commissions on hotels), but if you have any sort of problem (e.g. a flight being delayed when you have a layover), you have a much better chance of getting screwed.

Personally I mostly use Google Flights for flight search (or seats.aero for award travel search) and booking.com for hotel search, and then book directly. I've booked probably 100+ hotels through booking.com and then quit entirely after hitting that long tail bad experience.

[1]: I'm a few years out of date on this and don't know the current legalities, but major OTAs (Booking.com and Expedia, who control probably 80-90% of third party hotel bookings) used to have a "most favored nation" clause that prevented hotels from advertising lower prices through other channels without a previous commercial relationship. Signing up for a loyalty program qualifies, so being logged in for direct hotel bookings can sometimes get you cheaper room rates. (In the US, things like AARP and AAA memberships also work.) I know the EU was pushing back on these clauses but I'm not clear on what the current state of things is.

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Booking and Expedia and other marketplaces also have a habit of packaging weird short-term rental operations to seem like a hotel. I wound up in a strange city where there was no reception, no lobby, and I later figured out I had failed to confirm my room by not replying to an email that a vendor sent me which I never saw.
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There are a few more modern OTAs that rebate a portion of the OTA commission back to you (see Rove, often rebating 15+%) and more that rebate a flat rate (Chase at 8%, Amex at 5%, Cap1 at 10%, etc). The "member pricing" is often 1-2% lower at most, so going through an OTA should get you around 10% off rack rate at minimum, more if commissions are particularly high (hotels pay about 20-30+%, so it's not uncommon to see 20% returns on Rove. Highest I've seen is 50%!).

OTAs can play "member" pricing games too I think so there's even better deals to be had.

So you definitely need to comparison shop, I make my agent take the pricing from all the OTAs and calculate a post-rebate price, then pick the lowest one.

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> There are a few more modern OTAs that rebate a portion of the OTA commission back to you (see Rove, often rebating 15+%) and more that rebate a flat rate (Chase at 8%, Amex at 5%, Cap1 at 10%, etc).

You are still overpaying when using Amex/Chase/Cap1 portals.

$105-110 book on Amex/chase/cap1 portal

$101-102 after 5-8% travel portal cash back

versus

$100 book direct Hilton/marriott/IHG rate

$96-97 after 3-4% cash back everything card.

Don’t even get me started on “premium programs” like Amex FHR, Chase Edit, etc. Probably overpaying by $100+/night. Much cheaper to just pay for 4 pm checkout. And early check-in is dead anyway.

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> $100 book direct Hilton/marriott/IHG rate

This hasn't been my experience. I usually search through Booking.com and when I contacted the hotel directly, found that the direct rate is higher than the booking.com rate.

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One datapoint me: I never see any difference in flight prices, but I haven't tried VPN-ing into the site from another country. For hotels, prices I find through aggregators can be as much as 50% lower than the hotel's own website price, even when their website claims it's showing me the lowest price.
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Anywhere from 45% to 5% IMO. So you can almost always save $5, but sometimes you can save like $50+. That said, another big piece I didn't mention is that often you also are watching the rate day by day because timing is a big piece too.
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Just by signalling interest by lingering and searching for the same flight multiple times a day I have bumped the price for the ticket that I was interested in.

Just a thought but I guess if the airline web services were overwhelmed with noise, they wouldn't be able to do such price adjustments reliably. The only risk is that this might bump the prices for everyone and it will turn out that consumers are not price sensitive enough to force airlines to not do this.

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The most I've seen is about 25%, around £500. The difference was due to deal only offered on a one way ticket when bought through the site of a code-sharing airline.
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Then you my friend have been overpaying for flights and hotels. Next time you want a holiday, try the classic techniques - Incognito windows, multiple sites, and then compare it with your Google Flights searching
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This is an easily debunked myth, for first-party direct bookings. Third party aggregators and package deals are shady as hell and do all kinds of tricks. But I challenge you to record a screen cast proving that you're seeing different prices for a direct booking for the same ticket (including fare class) just based on different browsers or profiles.
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This used to be fairly widespread a long time ago. There used to be fares that are restricted for sale only in a certain country's POS (I believe these are still alive in ATPCO) but not really used anymore.

I remember examples of round-trip ticket A-B-A costing $x in A, $x/2 in B (plus another fare for country C) for some city pairs, but I don't think this has really been a thing in a decade at least.

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Are you only just finding out about dynamic pricing? It's still in full swing everywhere. If you want to witness it, the Chinese websites Temu & AliExpress experiment with this on nearly every item. Flights are exactly the same, and because you haven't experienced it shows you haven't caught it
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I have done that at least a few times in the last few years and I've never found anything cheaper than Google flights then booking directly with the airline.

Bonus points I'm not booking through shady websites like Expedia.

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When I was the A/B test engineer at Travelocity I proposed a test to automatically select all default criteria from a search so that a user was instantly dropped into check out after entering search criteria in the homepage. It was never approved:(
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> Booking a flight is obfuscated and you'll have to comparison shop

Wrong. Searching for which flight is the best to book is obfuscated and needs comparison. Which is not what they are banning.

The actual booking, the purchase of the ticket, is as streamlined as you can get these days.

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I don't find it streamlined at all. Having to enter an obnoxious amount of personal details, sifting through pages of dark patterns trying to sell you upgrades, addons, meals, extra baggage, insurance..., clicking through an extra step to say you don't want to hire a car or book a hotel, the seat selection page that tries to trick you into paying for a seat when you can actually just click "next" and get a free seat assigned, dodging paying "in your local currency" at an inflated rate when my bank will do it at the interbank rate. And that's if the airline's crappy site is actually working on that particular day and isn't crippled by some javascript error caused by mountains of front-end cruft.

Pass!

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I do agree that watching rates over time matters a lot for flights in comparison to rate variation across sites, but there are very much places that will overcharge you compared to others.
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United is the airline at the local hub. I fly with them. It's easy. I have their rewards card. Using 3rd parties that obfuscate is a you problem.
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