Niche research
Weather apps
Every one of the 24,792 reviews has its own label and complete text below. Choose an app, topic, rating, or search for an exact phrase.
24,792
source reviews in niche
92
apps in corpus
8/8
patterns translated
100%
reviews carry a label
Per-review labelling
23.6% have a specific topic; ambiguous texts are not over-interpreted
24,792 / 24,792
Detailed app labelling
Every review is labelled; the deep product layer undergoes a separate validation pass
0 / 92
Evidence threshold and limitations →
Complete niche corpus
All apps and reviews
Every review is labelled. “Deep topics” are formed inside one app; “category topics” use strict cross-category rules and an honest sentiment label for ambiguous remainder.
Showing 92 of 92
- AccuWeather: Weather Forecast500 reviewsevery review labelledsubscription and paid restrictions · ads disrupt the experience · inaccurate results and incorrect data
- Ambient Weather Network500 reviewsevery review labelledcrashes, freezes and errors · stable and reliable performance · subscription and paid restrictions
- Emergency: Severe Weather App500 reviewsevery review labelledalerts fail both ways - silent on a real threat, screaming over nothing - so the user mutes… · excessive or broken notifications · a needed feature is missing
- Living Earth - Clock & Weather500 reviewsevery review labelledclear and easy workflow · inaccurate results and incorrect data · crashes, freezes and errors
- NOAA Weather Radio500 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · stable and reliable performance
- Storm Shield500 reviewsevery review labelledsubscription and paid restrictions · alerts fail both ways - silent on a real threat, screaming over nothing - so the user mutes… · excessive or broken notifications
- Tomorrow.io: Weather Forecast500 reviewsevery review labelledsubscription and paid restrictions · inaccurate results and incorrect data · crashes, freezes and errors
- Ventusky: Weather Forecast500 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · stable and reliable performance
- Weather Hi-Def Radar Forecast500 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · ads disrupt the experience
- Weather Mate Pro - Forecast500 reviewsevery review labelledclear and easy workflow · stable and reliable performance · subscription and paid restrictions
- WeatherBug Elite500 reviewsevery review labelledclear and easy workflow · stable and reliable performance · subscription and paid restrictions
- CARROT Weather: Alerts & Radar499 reviewsevery review labelledsubscription and paid restrictions · inaccurate results and incorrect data · stable and reliable performance
- eWeather HD - Weather & Alerts499 reviewsevery review labelledclear and easy workflow · stable and reliable performance · the map as a 'movie of the weather'
- Local Weather Radar & Forecast499 reviewsevery review labelledclear and easy workflow · stable and reliable performance · a needed feature is missing
- The Weather Channel - Radar499 reviewsevery review labelledads disrupt the experience · subscription and paid restrictions · crashes, freezes and errors
- Weather #1 Interactive Widgets499 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · stable and reliable performance
- WeatherBug: Weather Forecast499 reviewsevery review labelledcrashes, freezes and errors · stable and reliable performance · inaccurate results and incorrect data
- Windy.com499 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · stable and reliable performance
- Weather Live° - Local Forecast498 reviewsevery review labelledsubscription and paid restrictions · inaccurate results and incorrect data · ads disrupt the experience
- (Not Boring) Weather497 reviewsevery review labelledsubscription and paid restrictions · inaccurate results and incorrect data · clear and easy workflow
- Weather ۬497 reviewsevery review labelledsubscription and paid restrictions · ads disrupt the experience · inaccurate results and incorrect data
- What The Forecast?!!496 reviewsevery review labelledcrashes, freezes and errors · privacy and excessive permissions · inaccurate results and incorrect data
- CuteWeather: weather widget493 reviewsevery review labelledsubscription and paid restrictions · the widget / glance surface IS the product, for a huge share of the audience the app itself… · inaccurate results and incorrect data
- Weather Pro · Radar Alerts493 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · the app helps achieve the intended result
- Storm Tracker°488 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · ads disrupt the experience
- HeyWeather: Accurate Forecast487 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · the widget / glance surface IS the product, for a huge share of the audience the app itself…
- Weather Underground: Local Map459 reviewsevery review labelledsubscription and paid restrictions · crashes, freezes and errors · inaccurate results and incorrect data
- Windfinder: Wind & Weather map450 reviewsevery review labelledstable and reliable performance · clear and easy workflow · inaccurate results and incorrect data
- Weather⁺448 reviewsevery review labelledsubscription and paid restrictions · inaccurate results and incorrect data · clear and easy workflow
- Windy.app — Wind, Tides, Radar444 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · clear and easy workflow
- Weather442 reviewsevery review labelledinaccurate results and incorrect data · the app helps achieve the intended result · clear and easy workflow
- Zoom Earth - Weather Forecast438 reviewsevery review labelledclear and easy workflow · the app helps achieve the intended result · stable and reliable performance
- Weather NOW: Live Storm Radar379 reviewsevery review labelledsubscription and paid restrictions · ads disrupt the experience · clear and easy workflow
- RainDrop - Rain Totals & Radar372 reviewsevery review labelledsubscription and paid restrictions · inaccurate results and incorrect data · clear and easy workflow
- Storm Radar: Weather Tracker300 reviewsevery review labelledsubscription and paid restrictions · an update broke a familiar workflow · clear and easy workflow
- Clime: NOAA Weather Radar Live298 reviewsevery review labelledstable and reliable performance · subscription and paid restrictions · clear and easy workflow
- WSB-TV Weather298 reviewsevery review labelledslow performance and long loading times · stable and reliable performance · clear and easy workflow
- RainViewer: Live Weather Radar276 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · ads disrupt the experience
- Weather ..267 reviewsevery review labelledinaccurate results and incorrect data · clear and easy workflow · subscription and paid restrictions
- WAFF 48 First Alert Weather265 reviewsevery review labelledcrashes, freezes and errors · ads disrupt the experience · slow performance and long loading times
- The Weather Network264 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · ads disrupt the experience
- Doppler Radar - Live Rain Map259 reviewsevery review labelledslow performance and long loading times · crashes, freezes and errors · subscription and paid restrictions
- WBRC First Alert Weather245 reviewsevery review labelledads disrupt the experience · crashes, freezes and errors · inaccurate results and incorrect data
- WWBT First Alert Weather241 reviewsevery review labelledads disrupt the experience · crashes, freezes and errors · a needed feature is missing
- Local 3 Weather228 reviewsevery review labelledan update broke a familiar workflow · a needed feature is missing · clear and easy workflow
- KXAN Weather225 reviewsevery review labelledads disrupt the experience · crashes, freezes and errors · clear and easy workflow
- Weather +225 reviewsevery review labelledsubscription and paid restrictions · the app helps achieve the intended result · inaccurate results and incorrect data
- WAVE 3 Louisville Weather217 reviewsevery review labelledads disrupt the experience · slow performance and long loading times · clear and easy workflow
- KSAT 12 Weather Authority200 reviewsevery review labelledan update broke a familiar workflow · ads disrupt the experience · a needed feature is missing
- WDIV 4Warn Weather200 reviewsevery review labelledan update broke a familiar workflow · ads disrupt the experience · crashes, freezes and errors
- Weather Radar - Ora Channel200 reviewsevery review labelledsubscription and paid restrictions · inaccurate results and incorrect data · trial charges and refunds
- SKAI - NOAA Weather Radar199 reviewsevery review labelledsubscription and paid restrictions · trial charges and refunds · inaccurate results and incorrect data
- Marine Weather Forecast Pro197 reviewsevery review labelledclear and easy workflow · stable and reliable performance · subscription and paid restrictions
- National Weather Forecast Data188 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · stable and reliable performance
- First Alert Weather151 reviewsevery review labelleda needed feature is missing · ads disrupt the experience · slow performance and long loading times
- 14 Day Weather Forecast150 reviewsevery review labelledclear and easy workflow · crashes, freezes and errors · ads disrupt the experience
- First Alert 4 Weather150 reviewsevery review labelledads disrupt the experience · slow performance and long loading times · alerts fail both ways - silent on a real threat, screaming over nothing - so the user mutes…
- global storms150 reviewsevery review labelledads disrupt the experience · subscription and paid restrictions · a needed feature is missing
- KAIT Region 8 Weather150 reviewsevery review labelledads disrupt the experience · slow performance and long loading times · clear and easy workflow
- National Weather150 reviewsevery review labelledsubscription and paid restrictions · inaccurate results and incorrect data · ads disrupt the experience
- FOX19 First Alert Weather147 reviewsevery review labelledexcessive or broken notifications · crashes, freezes and errors · ads disrupt the experience
- KFVS12 StormTeam Weather143 reviewsevery review labelledalerts fail both ways - silent on a real threat, screaming over nothing - so the user mutes… · a needed feature is missing · crashes, freezes and errors
- WBTV First Alert Weather134 reviewsevery review labelledads disrupt the experience · alerts fail both ways - silent on a real threat, screaming over nothing - so the user mutes… · clear and easy workflow
- Meteored - Weather Radar129 reviewsevery review labelledclear and easy workflow · inaccurate results and incorrect data · the app helps achieve the intended result
- WKYT FirstAlert Weather129 reviewsevery review labelledads disrupt the experience · crashes, freezes and errors · data, history or progress disappears
- KCRG-TV9 First Alert Weather122 reviewsevery review labelledads disrupt the experience · crashes, freezes and errors · slow performance and long loading times
- WLOX Weather122 reviewsevery review labelledslow performance and long loading times · ads disrupt the experience · clear and easy workflow
- Weather forecast - Daily&Local115 reviewsevery review labelledads disrupt the experience · inaccurate results and incorrect data · subscription and paid restrictions
- WIS News 10 FirstAlert Weather101 reviewsevery review labelledads disrupt the experience · alerts fail both ways - silent on a real threat, screaming over nothing - so the user mutes… · crashes, freezes and errors
- FOX Weather: Daily Forecasts100 reviewsevery review labelledads disrupt the experience · stable and reliable performance · slow performance and long loading times
- MyRadar Accurate Weather Radar100 reviewsevery review labelledstable and reliable performance · clear and easy workflow · subscription and paid restrictions
- The Weather Forecast App100 reviewsevery review labelledsubscription and paid restrictions · inaccurate results and incorrect data · ads disrupt the experience
- Weather forecast & NOAA Radar100 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · ads disrupt the experience
- WMC5 First Alert Weather100 reviewsevery review labelledcrashes, freezes and errors · slow performance and long loading times · ads disrupt the experience
- WillyWeather99 reviewsevery review labelledclear and easy workflow · subscription and paid restrictions · inaccurate results and incorrect data
- WPXI Severe Weather Team 1194 reviewsevery review labelledcrashes, freezes and errors · a needed feature is missing · clear and easy workflow
- WSOC-TV Channel 9 Weather App92 reviewsevery review labelledan update broke a familiar workflow · clear and easy workflow · saving, exporting or sharing the result fails
- WTOC First Alert Radar91 reviewsevery review labelledads disrupt the experience · inaccurate results and incorrect data · slow performance and long loading times
- WDAM 7 First Alert Weather88 reviewsevery review labelledads disrupt the experience · the strategic monetization miss · a needed feature is missing
- WCSC Live 5 Weather62 reviewsevery review labelledads disrupt the experience · crashes, freezes and errors · stable and reliable performance
- KPLC 7 First Alert Weather52 reviewsevery review labelleda needed feature is missing · clear and easy workflow · excessive or broken notifications
- Weather & Radar50 reviewsevery review labelledclear and easy workflow · stable and reliable performance · the app helps achieve the intended result
- Weather & Widget - Weawow50 reviewsevery review labelledclear and easy workflow · flexible customization for personal workflows · the widget / glance surface IS the product, for a huge share of the audience the app itself…
- Weather Puppy Forecast + Radar50 reviewsevery review labelledsubscription and paid restrictions · clear and easy workflow · ads disrupt the experience
- Weather Radar - Live Forecast50 reviewsevery review labelledinaccurate results and incorrect data · ads disrupt the experience · subscription and paid restrictions
- Yahoo Weather50 reviewsevery review labelledinaccurate results and incorrect data · the widget / glance surface IS the product, for a huge share of the audience the app itself… · crashes, freezes and errors
- WIBW 13 Weather app49 reviewsevery review labelledthe map as a 'movie of the weather' · the app helps achieve the intended result · inaccurate results and incorrect data
- WTVM Storm Team Weather49 reviewsevery review labelledads disrupt the experience · crashes, freezes and errors · stable and reliable performance
- WALB First Alert Weather48 reviewsevery review labelledads disrupt the experience · crashes, freezes and errors · inaccurate results and incorrect data
- 10/11 NOW Weather43 reviewsevery review labelledcrashes, freezes and errors · ads disrupt the experience · clear and easy workflow
- WMTV15 First Alert Weather43 reviewsevery review labelledads disrupt the experience · excessive or broken notifications · stable and reliable performance
- WSAZ Weather23 reviewsevery review labelledalerts fail both ways - silent on a real threat, screaming over nothing - so the user mutes… · the app helps achieve the intended result
Across the niche
What repeats across different apps
This is a separate analysis layer: every story has at least 8 signals and appears across at least 3 competitors. Signals may overlap and do not represent market share.