Methodology · the prompts
The questions, published in full
Every prompt, exactly as it runs, grouped by awareness stage and tagged with its job-to-be-done. The ranking is built only from the product-aware block, where the assistant names apps unprompted. Open a category to read its set.
AI assistant apps 35 prompts
Problem-aware 4
- PA-01 I have a ton of questions every day and keep googling everything one by one. Is there a better way?general
- PA-02 I waste so much time writing emails and documents. How can I speed that up?writing
- PA-03 I'm studying for exams and there's nobody to explain the hard parts. What can help?study-learning
- PA-04 I'm learning to code and I keep getting stuck with no one to ask. What should I do?coding
Solution-aware 5
- SA-01 Are AI chatbots actually useful for everyday tasks?general
- SA-02 What can I actually use an AI assistant for?general
- SA-03 What's the best way to get answers with real sources instead of just searching the web?search-research
- SA-04 Can an AI app help me write and edit better?writing
- SA-05 How can I create images just by describing them in words?image-generation
Product-aware 17
- PRA-01 Best AI app 2026general
- PRA-02 What's the best AI assistant?general
- PRA-03 Recommend me the best AI chatbot app.general
- PRA-04 Which AI app should I use?general
- PRA-05 What are the top AI apps right now?general
- PRA-06 Best free AI appfree
- PRA-07 Best AI app for writingwriting
- PRA-08 Best AI assistant for codingcoding
- PRA-09 Best AI app for research and answers with sourcessearch-research
- PRA-10 Best AI app for generating imagesimage-generation
- PRA-11 Best AI app for studying and learningstudy-learning
- PRA-12 Best AI companion app to chat withcompanion
- PRA-13 Best AI assistant for work and productivitywork-productivity
- PRA-14 Best AI chatbot for everyday questionsgeneral
- PRA-15 Best AI app for iPhoneplatform-specific
- PRA-16 Best AI app for Androidplatform-specific
- PRA-17 Best private AI assistant that respects my dataprivacy
Most-aware 9
- MA-01 ChatGPT vs Gemini — which is better?general
- MA-02 Claude vs ChatGPT for everyday usegeneral
- MA-03 Perplexity vs ChatGPT for researchsearch-research
- MA-04 Is ChatGPT Plus worth it?general
- MA-05 Claude vs ChatGPT for codingcoding
- MA-06 Gemini vs Microsoft Copilotwork-productivity
- MA-07 Character.AI vs Replikacompanion
- MA-08 Is Grok better than ChatGPT?general
- MA-09 ChatGPT vs DeepSeekgeneral
Fitness & workout apps 35 prompts
Problem-aware 4
- PA-01 I want to get in shape but I never stick to a routine. What should I do?general
- PA-02 How do I start working out at home with no equipment?home-no-equipment
- PA-03 I keep losing motivation to exercise. How can I stay consistent?beginner-habit
- PA-04 I'm a complete beginner and the gym intimidates me. Where do I start?beginner-habit
Solution-aware 5
- SA-01 Do workout apps actually help you stay consistent?general
- SA-02 What's the best way to follow a structured workout plan?general
- SA-03 How can I track my lifts and strength progress over time?strength-logging
- SA-04 Are there apps that build a personalized training program for me?personalized-plan
- SA-05 What's a good way to do guided home workouts?home-no-equipment
Product-aware 17
- PRA-01 Best workout app 2026general
- PRA-02 What are the top fitness apps right now?general
- PRA-03 Recommend me the 5 best workout apps.general
- PRA-04 Best workout app for weight lossweight-loss
- PRA-05 Best workout app for menmen
- PRA-06 Best workout app for beginnersbeginner-habit
- PRA-07 Best free workout appfree
- PRA-08 Best app for tracking weightlifting and strength trainingstrength-logging
- PRA-09 Best app to log my gym workoutsstrength-logging
- PRA-10 Best app for home workouts with no equipmenthome-no-equipment
- PRA-11 Best AI personal trainer appai-coach
- PRA-12 Best app that builds a personalized workout planpersonalized-plan
- PRA-13 Best workout app for womenwomen
- PRA-14 Best workout app for building musclemuscle-building
- PRA-15 Best workout app for the Apple Watchplatform-specific
- PRA-16 Best workout app for iPhoneplatform-specific
- PRA-17 Best workout app for Androidplatform-specific
Most-aware 9
- MA-01 Hevy vs Strong — which is better for tracking workouts?strength-logging
- MA-02 Is Fitbod worth it?ai-coach
- MA-03 Nike Training Club vs Centrgeneral
- MA-04 Freeletics vs Calibergeneral
- MA-05 Is the Peloton app worth it without the bike?home-no-equipment
- MA-06 Fitbod vs Hevystrength-logging
- MA-07 Apple Fitness+ vs Peloton appgeneral
- MA-08 What's a good free alternative to Peloton?free
- MA-09 Hevy vs JEFITstrength-logging
Photo & video editors 34 prompts
Problem-aware 4
- PA-01 I want to start posting videos on TikTok and Reels but I have no idea how to edit them. Where do I begin?short-form-social
- PA-02 My phone photos never look as good as the ones I see online. How do people make theirs pop?retouch-selfie
- PA-03 I have a bunch of old, blurry family photos. Is there any way to make them look sharp again?ai-enhance
- PA-04 I'm selling stuff online and need clean product photos with the background removed. What's the easy way?background-removal
Solution-aware 5
- SA-01 What's the best way to edit videos right on my phone?video-general
- SA-02 Are phone photo editing apps actually good enough, or do I need a computer?photo-general
- SA-03 How do I get that consistent aesthetic look across all my Instagram photos?filters-aesthetic
- SA-04 Can an app really upscale and restore a low-quality photo with AI?ai-enhance
- SA-05 I want to do serious video editing on my iPad — is that realistic?pro-desktop-grade
Product-aware 18
- PRA-01 Best video editing app 2026video-general
- PRA-02 Best photo editing app 2026photo-general
- PRA-03 What's the best app to edit videos on my phone?video-general
- PRA-04 Recommend me the best photo editor app.photo-general
- PRA-05 Best app for editing TikTok and Reels videosshort-form-social
- PRA-06 Best free video editing app with no watermarkfree
- PRA-07 Best free photo editing appfree
- PRA-08 Best video editor for beginnersbeginner
- PRA-09 Best app for editing selfies and face retouchingretouch-selfie
- PRA-10 Best app for photo filters and presetsfilters-aesthetic
- PRA-11 Best AI photo enhancer app to fix blurry photosai-enhance
- PRA-12 Best app to remove the background from a photobackground-removal
- PRA-13 Best professional video editing app for iPadpro-desktop-grade
- PRA-14 Best app to edit YouTube videosvideo-general
- PRA-15 Best app to add captions and subtitles to videosvideo-general
- PRA-16 Best photo and video editing app for iPhoneplatform-specific
- PRA-17 Best photo and video editing app for Androidplatform-specific
- PRA-18 Easiest photo editing app for someone who isn't techybeginner
Most-aware 7
- MA-01 CapCut vs InShot — which is better for short videos?short-form-social
- MA-02 Lightroom vs VSCO for photo editingfilters-aesthetic
- MA-03 CapCut vs VNvideo-general
- MA-04 Facetune vs YouCam Perfectretouch-selfie
- MA-05 Is Adobe Lightroom worth it for mobile photo editing?photo-general
- MA-06 PhotoRoom vs Canva for product photosbackground-removal
- MA-07 LumaFusion vs CapCut for serious editingpro-desktop-grade
Security & privacy apps 33 prompts
Problem-aware 4
- PA-01 I use public WiFi at cafes a lot and I'm worried about my data being seen. What should I do?vpn
- PA-02 I reuse the same password everywhere and I know it's a bad idea. How do I fix this?password-manager
- PA-03 My personal info keeps showing up on those people-search sites. Can I get it taken down?identity-data-removal
- PA-04 I think I clicked a sketchy link on my phone. How do I check if it's infected?antivirus-malware
Solution-aware 5
- SA-01 Do I actually need a VPN on my phone, and what does one even do?vpn
- SA-02 Are password manager apps safe, or am I putting all my eggs in one basket?password-manager
- SA-03 Does an iPhone or Android phone really need antivirus software?antivirus-malware
- SA-04 What's the best way to protect my identity and personal data online?identity-data-removal
- SA-05 Is it better to get one all-in-one security app or separate tools?all-in-one
Product-aware 17
- PRA-01 Best VPN 2026vpn
- PRA-02 What's the best VPN app for my phone?vpn
- PRA-03 Best password manager 2026password-manager
- PRA-04 Recommend me the best password manager app.password-manager
- PRA-05 Best antivirus app for Androidantivirus-malware
- PRA-06 Best app to remove my personal data from the internetidentity-data-removal
- PRA-07 Best free VPNfree
- PRA-08 Best free password managerfree
- PRA-09 Most private VPN that doesn't keep logsvpn
- PRA-10 Best VPN for streaming and watching shows from other countriesvpn
- PRA-11 Best privacy app to protect my dataprivacy-focused
- PRA-12 Best authenticator app for two-factor codespassword-manager
- PRA-13 Best all-in-one online security and privacy appall-in-one
- PRA-14 Best security app to protect my family's devicesfamily-parental
- PRA-15 Best security and privacy app for iPhoneplatform-specific
- PRA-16 Best malware protection app for my phoneantivirus-malware
- PRA-17 Best value VPN that isn't expensivevpn
Most-aware 7
- MA-01 NordVPN vs ExpressVPN — which is better?vpn
- MA-02 Surfshark vs NordVPNvpn
- MA-03 1Password vs Bitwardenpassword-manager
- MA-04 Is LastPass still safe to use?password-manager
- MA-05 Bitdefender vs Nortonantivirus-malware
- MA-06 ProtonVPN vs Mullvad for privacyprivacy-focused
- MA-07 Dashlane vs 1Passwordpassword-manager
Language learning apps 35 prompts
Problem-aware 4
- PA-01 I've always wanted to learn another language but I never stick with it. How do I actually make it work?general
- PA-02 I studied Spanish in school but I freeze up the second I have to actually speak it. What helps?conversation-speaking
- PA-03 I'm traveling to Japan in two months and want to pick up some useful phrases. Where do I start?travel-phrases
- PA-04 I want my kids to grow up bilingual. Is there something that makes it fun for them?kids
Solution-aware 5
- SA-01 Do language learning apps actually work, or are they a gimmick?general
- SA-02 What's the best way to practice speaking a language when I don't know any native speakers?conversation-speaking
- SA-03 Is it worth paying for a live tutor online, or can an app do the job?live-tutors
- SA-04 Can I just use ChatGPT to learn a language, or do I need a dedicated app?ai-powered
- SA-05 What's the most effective way to memorize vocabulary that actually sticks?vocab-flashcards
Product-aware 19
- PRA-01 Best language learning app 2026general
- PRA-02 What's the best app to learn a new language?general
- PRA-03 Recommend me the best language learning app.general
- PRA-04 Best app to learn Spanishspecific-language
- PRA-05 Best app to learn Japanesespecific-language
- PRA-06 Best free language learning appfree
- PRA-07 Best app to practice speaking and conversationconversation-speaking
- PRA-08 Best app for learning vocabulary with flashcardsvocab-flashcards
- PRA-09 Best app to find a live language tutorlive-tutors
- PRA-10 Best AI-powered app to learn a languageai-powered
- PRA-11 Best app to learn grammar properlygrammar
- PRA-12 Best language learning app for kidskids
- PRA-13 Best app to learn a language for adultsgeneral
- PRA-14 Best app to learn travel phrases quicklytravel-phrases
- PRA-15 Best language learning app for iPhoneplatform-specific
- PRA-16 Most effective language app to actually become fluentgeneral
- PRA-17 Best app to talk with native speakersconversation-speaking
- PRA-18 Best Duolingo alternativealternative
- PRA-19 Best app to learn a language while drivingaudio-hands-free
Most-aware 7
- MA-01 Duolingo vs Babbel — which is better?general
- MA-02 Babbel vs Rosetta Stonegeneral
- MA-03 Duolingo vs Busuugeneral
- MA-04 Duolingo vs Speakai-powered
- MA-05 italki vs Preply for finding a tutorlive-tutors
- MA-06 Is Duolingo enough to actually learn a language?general
- MA-07 Duolingo vs ChatGPT for learning a languageai-powered