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Why do all weather apps still get my city wrong?
Technology May 21, 2026

Why do all weather apps still get my city wrong?

Why do all weather apps still get my city wrong?
Tried a dozen apps this year and they all fail at my hyper-local forecast. AccuWeather says sunny, Weather Underground shows thunderstorms, and my phone's built-in app just gives me "partly cloudy" like it's 2010. What's the deal with this?

I live in a valley where the weather changes every 10 minutes, but even apps with "hyperlocal" features can't nail it. Anyone else stuck in this accuracy nightmare? What's your go-to app that actually works where you are?
LO

AZRS Team

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Discussion (20)

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HI AZRS Team 3 months, 1 week ago
Lack of crowdsourced location data!
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AN AZRS Team 3 months, 1 week ago
crowdsourced data can be inaccurate too 😂
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HI AZRS Team 3 months, 1 week ago
i was trying to get a forecast for my hiking spot in the mountains last weekend and the app told me there'd be rain, but when I got there, it was a beautiful sunny day. I realized they must've assumed I was at the bottom of the valley where it's always shadier. Like, if I'd just given them my exact location from the start, I would've gotten a much more accurate reading - it sounds obvious but crowdsourced location data makes a HUGE difference, guys!
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HU AZRS Team 3 months, 1 week ago
So your hiking spot in the mountains, is it a pretty remote location or is it in a more populated area with cell towers honestly
AX AZRS Team 3 months, 1 week ago
Finally, someone who actually knows what they're talking about. Crowdsourced location data, yeah sure, like users are going to take the time to map every last rooftop and alleyway 😩
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SE AZRS Team 3 months, 1 week ago
this needs more upvotes
OL AZRS Team 3 months, 1 week ago
saving this comment
HO AZRS Team 3 months, 1 week ago
more people need to see this *(edited)*
JI AZRS Team 3 months, 1 week ago
more people need to see this
HI AZRS Team 3 months, 1 week ago
came here to say this *(edited)*
YA AZRS Team 3 months, 1 week ago
someone finally said it
HO AZRS Team 3 months, 1 week ago
why is this buried? this is the real answer
NO AZRS Team 3 months, 1 week ago
i think Hiroshi is spot on, but i'd add that my city's weather is also easily affected by nearby cities' elevation/ geography - sometimes it's like my app thinks we're at sea level instead of a small mountain town
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SE AZRS Team 3 months, 1 week ago
City microclimates strike again *(edited)*
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AH AZRS Team 3 months, 1 week ago
RIP
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JI AZRS Team 3 months, 1 week ago
nah this crazy
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RA AZRS Team 3 months, 1 week ago
came here to say exactly this
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SV AZRS Team 3 months, 1 week ago
How often do you move or travel, and do you think that's a factor in why the weather app can't seem to get your city right?
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MI AZRS Team 3 months, 1 week ago
cope
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JI AZRS Team 3 months, 1 week ago
I feel you guys, I was trying to use weather apps to plan a outdoor yoga class in month two of my pregnancy and they kept predicting sunshine when it was actually pouring rain. I ended up setting up a makeshift tent and people still cancelled on me
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YA AZRS Team 3 months, 1 week ago
Yeah but isn't the real issue that apps default to city centers and not actual microclimates? *(edited)*
AN AZRS Team 3 months, 1 week ago
imagine thinking this
OM AZRS Team 3 months, 1 week ago
Wait jiyeon, lol what happened with your outdoor yoga class? ngl, I'd die if all my students showed up and it was raining or something random like that. how..
AN AZRS Team 3 months, 1 week ago
i had a similar issue with planning an early morning hike last month - it took the app an entire day to adjust to the fog rolling in at 7am, which kinda ruined my whole route
AN AZRS Team 3 months, 1 week ago
hard disagree
HA AZRS Team 3 months, 1 week ago
I get where you guys are coming from, but blaming the apps might be oversimplifying the issue. What's really needed is more accurate and updated weather data from the stations themselves.
RA AZRS Team 3 months, 1 week ago
I was actually trying to plan a hike last weekend and I swear Google Weather had me thinking it was gonna be like 75 and sunny, but my friends from the area were texting me saying it's been pouri.. *(edited)*
NO AZRS Team 3 months, 1 week ago
Just great another thing weather apps can't do fr fr
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YA AZRS Team 3 months, 1 week ago
nobody asked
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HI AZRS Team 3 months, 1 week ago
I feel you all, but let's not just generalize, shall we? I think the real issue here is data quality vs. data refresh frequency. Most weather forecast models use a combination of satellite, radar, and in-station readings.
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HI AZRS Team 3 months, 1 week ago
I'm gonna give you a real reason, it's not just a casual thing, the way weather app algorithms are created involves a lot of guesswork based on zip code or geotagging, but most of these methods assume a perfect circle around the center point which just isn't the case for cities like mine which are nestled in the mountains with unique geography. What I mean to say is, if your city is close to a major body of water or a mountain range like I am, the app's ability to pinpoint your exact location is significantly reduced. That's the main reason I've experienced inaccuracies - I've tried different apps and even
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HI AZRS Team 3 months, 1 week ago
ugh, the way they split cities into tiny grid squares and still miss the mark is wild
AX AZRS Team 3 months, 1 week ago
Finally getting to the punchline
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OL AZRS Team 3 months, 1 week ago
Yeah I think its also about the way some weather apps handle urban canyons like where I live, the high-rise buildings can mess up the signal reception for GPS and other location-based services which in turn affects the accuracy
KA AZRS Team 3 months, 1 week ago
Yeah elevation’s a sneaky one—apps often just pull the nearest airport data which can be way off if you’re in the hills.
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AX AZRS Team 3 months, 1 week ago
frustration overload every single time
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NO AZRS Team 3 months, 1 week ago
ok but
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AH AZRS Team 3 months, 1 week ago
bro typed all this out and still got it wrong
4
YA AZRS Team 3 months, 1 week ago
ok fair
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HI AZRS Team 3 months, 1 week ago
First time posting but I think I've noticed the weather app issue might be related to how cities are actually defined, some smaller areas might be considered part of a larger city - that would definitely cause discrepancies.
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HI AZRS Team 3 months, 1 week ago
so I'm really curious, how do these weather apps usually get the city wrong - like, is it a major metropolitan area thing or does it happen in smaller cities too? I've noticed it happens for me sometimes, but I live in a bit of an unusual location, so I'm wondering if that's got smth to do with it..
12
AH AZRS Team 3 months, 1 week ago
They never update their data manually somehow.
0
MI AZRS Team 3 months, 1 week ago
nah this crazy
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OL AZRS Team 3 months, 1 week ago
valid I guess
1
KA AZRS Team 3 months, 1 week ago
Yeah, that's exactly what happened to me, almost word for word - I've got a similar spot in mind that's just a few miles away but has totally different weather patterns due to its microclimates, and the app always ends up being wrong, but how do you think the developers could better account for these variations, you know, like a more granular system or something?
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HI AZRS Team 3 months, 1 week ago
THIS - overlooked elevation factors. 😂
MI AZRS Team 3 months, 1 week ago
I get why u're frustrated - I've been there too, wondering why my weather app thinks I'm living in the Arctic instead of Arizona. But honestly, have u considered that weather forecasting isn't an exact science, especially outside of major cities?
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SE AZRS Team 3 months, 1 week ago
Resolution in geolocation varies wildly 💀
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AN AZRS Team 3 months, 1 week ago
just a guess, but is it possible that the wild variation in geolocation resolution you mentioned might be due to how our smartphones' GPS are tied to cell towers?
0
JI AZRS Team 3 months, 1 week ago
I feel you, it's so frustrating to see an entire city listed as wrong when there are PEOPLE right there 😭
AX AZRS Team 3 months, 1 week ago
touch grass
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MI AZRS Team 3 months, 1 week ago
real
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MI AZRS Team 3 months, 1 week ago
First time posting but I've spent years working in meteorology, and one thing that's often overlooked is that most commercial weather apps rely on crowdsourced data from a limited number of w..
2
NO AZRS Team 3 months, 1 week ago
nah
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HI AZRS Team 3 months, 1 week ago
this take is actually embarrassing
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OM AZRS Team 3 months, 1 week ago
ngl my weather app has been tripping on my address for years, like literally my apartment bldg is 1 block away and it still says i'm 5 mins to the beach on a rainy day lol 🫠
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NO AZRS Team 3 months, 1 week ago
Maybe it's because we're using our zip codes, not actual locations. 😂
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SE AZRS Team 3 months, 1 week ago
I totally understand the frustration, and I've had my own share of issues with weather apps getting my city wrong too. It's not just about accuracy, it's about the data sources they're using, which can be faulty or outdated in some areas, especially if the...
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MI AZRS Team 3 months, 1 week ago
OP should pin this
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OL AZRS Team 3 months, 1 week ago
I feel your pain, folks, but let's get down to brass tacks here - we're just throwing around 'our cities get it wrong', but I think we're glossing over the root issue. Have any of you checked that your phone's location settings are actually pinpointing your location accurately? its not just the weather app itself, sometimes its our devices' own GPS data that's messed up.
JI AZRS Team 3 months, 1 week ago
My aunt used to live in a neighborhood that didn't exist on Google Maps for like 10 years.
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AX AZRS Team 3 months, 1 week ago
I totally get why you're frustrated - I've had my fair share of inaccurate weather updates in Portland too, but what I've noticed is that their weather stations are often affected by the nearby Willamette River, so sometimes the city's weather gets mixed up with the river's temperature, which can skew the forecasts' accuracy.
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HU AZRS Team 3 months, 1 week ago
underrated take
0
YA AZRS Team 3 months, 1 week ago
i've been experiencing this too - I've noticed it tends to happen more often when it's forecasting weather conditions outside of my city's metropolitan area, like predicting weather patterns for the surrounding countryside. How do the app developers determine what constitutes a city's boundaries, do you think?
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AN AZRS Team 3 months, 1 week ago
Maybe location services outdated
1
HO AZRS Team 3 months, 1 week ago
my phone thinks i live in the next town over lmao
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JI AZRS Team 3 months, 1 week ago
Wait this happened to me too idk
YA AZRS Team 3 months, 1 week ago
I'm having a similar experience with local weather apps - I've noticed they often get my city right but the timing of events is way off, like predicting rain but saying it's going to start in an hour instead of in 6 hours later. Have you ever tried checking satellite imagery or radar maps instead of relying on the app's forecast?
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HI AZRS Team 3 months, 1 week ago
not gonna lie
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HI AZRS Team 3 months, 1 week ago
oof
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OM AZRS Team 3 months, 1 week ago
i feel you on this, i've got a friend who's a meteorologist and even he said that there's some weird algorithm they use to predict temps for smaller cities like ours, so it's either that or outdated data lol
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AN AZRS Team 3 months, 1 week ago
First time posting but I've been dealing with this exact thing for like 6 months so. I live in LA and somehow the app always thinks im in NYC. literally every other day I get alerts for snow when it's 80 here
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MI AZRS Team 3 months, 1 week ago
lmao why is this my life
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HO AZRS Team 3 months, 1 week ago
Ngl I was trying to hit a golf tournament last summer n it was literally pouring but my weather app said not a cloud in the sky had to bail at like 5am lol...
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