A friend of mine once spent three hours trying to figure out where a photo from a travel blog was taken. The blog just called it "a hidden beach in Southeast Asia" with no other details. She eventually found it by cross-referencing the rock formations visible in the background with Google Earth imagery. It turned out to be in the Philippines.
That was a few years ago. These days she'd just upload the photo to an AI tool and get the answer in about ten seconds.
The "where is that?" problem
If you spend any time on travel Instagram or Pinterest, you've run into this. Someone posts a photo of an incredible-looking place, and the caption is either completely useless ("vibes only") or vaguely misleading ("somewhere in Europe"). Maybe the photo is from a travel article that credits the photographer but not the location. Maybe it's from a friend's camera roll and they can't remember where they took it.
This used to be a dead end. Now you can upload the photo to something like WhereIsThisPhoto and let AI do the work. The model picks up on landscape features, architecture, vegetation — all the visual cues that make one place look different from another. It's not always perfect, but for travel photos (which tend to show distinctive scenery) it's usually pretty accurate.
Going back through old trip photos
This is something I didn't expect to be as useful as it is. Most of us have hundreds or thousands of travel photos sitting on our phones with no location data attached — either because we had GPS off, or because the photos went through WhatsApp at some point, or because they're from an older camera.
Running these through a photo location tool is a surprisingly satisfying exercise. That random street corner in a European city you can't remember? That viewpoint you stopped at on a road trip? That restaurant with the incredible view? You can actually pin these down.
It's also practical if someone asks you for travel recommendations and you want to give them specific locations rather than "somewhere near the coast in Croatia, I think."
Verifying travel content
Travel content online is not always what it claims to be. Photos get mislabeled, captions get the location wrong, and "hidden gems" sometimes turn out to be well-known tourist spots shot from a flattering angle. I've seen travel blogs tag photos of one Greek island as another.
If you're planning a trip based on a specific photo, it's worth verifying that the photo actually shows where it says it does. Upload it to a location tool, see what the AI says, and cross-reference with Google Street View. Takes a minute and can save you from a disappointing detour.
What kind of travel photos work best
Outdoor scenery with distinctive features produces the best results — coastlines, mountain landscapes, city skylines, street scenes with visible architecture. The more context visible in the photo, the better. A wide shot of a bay with cliffs and vegetation is going to give a much more precise result than a close-up of a plate of food.
That said, photos taken at markets or outdoor restaurants sometimes work surprisingly well because there's usually enough background detail — signs, buildings, awnings — for the AI to work with.
Photos taken inside hotels, airports, or generic indoor spaces are trickier. They tend to look similar worldwide, so there just isn't enough visual information to pin down a specific location.
A note on privacy
Worth mentioning: if AI can figure out where a travel photo was taken, it can potentially do the same with photos you share. Social media strips GPS data from uploads, but visual AI doesn't need GPS data — it works from the image content itself.
This isn't a reason to panic, but it's something to be aware of if you're posting photos from your accommodation or other places where you'd prefer not to broadcast your exact location. A wide shot from your hotel balcony contains more location information than you might think.
Try it out
If you've got a travel photo you've been wondering about, go upload it at whereisthisphoto.com. It takes a few seconds and might solve a mystery you've been sitting on for years.