| app_index,l2_label,ai_function,annotator_a,annotator_b,l2_evidence
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| 1,T,plan_generation,T,T,Official website confirms AI-powered algorithms + scientifically backed
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| 2,T,plan_generation,Q,T,"fitaiapp.com: 7.5M users, AI adaptive plans, 24/7 AI coach, 100M+ training data points"
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| 3,T,plan_generation,T,T,Description: combines structured training with AI mechanism
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| 4,T,plan_generation,T,T,"Industry veteran, hyper-personalized AI since early days"
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| 5,Q,plan_generation,Q,Q,"Description primarily disclaimers, no specific AI mechanism described"
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| 6,T,nutrition_ai,T,T,"40M users, AI diet + fitness, well-established"
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| 7,F,plan_generation,Q,F,"Domain 6 months old, WHOIS hidden, scam-suspect rating"
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| 8,T,plan_generation,T,T,AI Personal Trainer with personalized training
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| 9,T,plan_generation,T,T,"Adaptive workout, adjusts to user life"
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| 10,F,plan_generation,Q,F,Multiple同名apps on GP
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| 11,T,plan_generation,Q,T,User viewed app
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| 12,T,plan_generation,T,T,"Industry benchmark, ""uses AI to help you make progress"""
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| 13,F,plan_generation,F,F,"Traditional tracker, ""plan workouts, log training"""
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| 14,T,plan_generation,T,T,Science-backed AI personal trainer
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| 15,T,plan_generation,T,T,AI trainer with personalized plans
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| 16,T,plan_generation,T,T,Dual AI: personal trainer + nutritionist
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| 17,F,plan_generation,Q,F,Renpho exercise bike companion
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| 18,T,plan_generation,T,T,Creates personalized workouts based on goals/history/equipment
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| 19,T,plan_generation,T,T,"Explicitly ""not generic"", AI-Powered"
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| 20,T,llm_chat_coach,T,T,AI workout generator + calorie counter + macro tracker + meal planner
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| 21,F,plan_generation,Q,F,"User viewed app; ""algorithms"" ≠ ML, rule-based"
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| 22,T,pose_detection,T,T,"""Advanced AI and machine learning"" explicitly stated"
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| 23,F,plan_generation,F,F,"Smart tracker = log app, no AI core"
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| 24,F,plan_generation,F,F,"Claims ""AI-Driven"" but description is pure workout planner"
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| 25,F,plan_generation,F,F,Traditional gym tracker/planner
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| 26,T,plan_generation,T,T,"""Keeps adjusting as you go"", adaptive"
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| 27,Q,llm_chat_coach,Q,Q,"""Powered by AI"" but description generic"
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| 28,T,plan_generation,T,T,"""Powered by AI and guided by top experts"""
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| 29,T,llm_chat_coach,Q,T,"mytrainerapp.io: agentic AI, 24/7 LLM chat coach, adaptive plans"
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| 30,T,plan_generation,T,T,"Periodized, science-backed, adapts to fatigue"
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| 31,T,plan_generation,T,T,Adaptive training plans for endurance athletes
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| 32,F,plan_generation,Q,F,"Freediving CO2 tolerance calculator, not ML"
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| 33,F,plan_generation,F,F,"Pre-set templates, not AI"
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| 34,T,plan_generation,T,T,"AI-powered endurance training, academic backing"
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| 35,F,llm_chat_coach,F,F,"AI journal/diary, not fitness AI"
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| 36,T,plan_generation,T,T,AI-generated football training plans in 60 seconds
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| 37,F,llm_chat_coach,F,F,"AI therapy/coaching, mental health not fitness"
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| 38,T,nutrition_ai,T,T,AI-powered workout + nutrition plans
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| 39,T,plan_generation,Q,T,"Multi-source: predictive algo since 2019, MediaPipe pose detection, Coach+ LLM chat"
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| 40,T,nutrition_ai,T,T,"AI weight-loss coach, photo food recognition + voice"
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| 41,T,plan_generation,T,T,AI Coach creates plans from 5000+ exercises
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| 42,T,plan_generation,Q,T,User viewed app
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| 43,T,plan_generation,T,T,Creates fully personalized plans using AI
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| 44,T,plan_generation,T,T,AI running coach with deep analysis
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| 45,T,plan_generation,T,T,Adaptive coach powered by Strava data
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| 46,T,llm_chat_coach,T,T,"""Powered by ChatGPT-4 technology"" explicitly stated"
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| 47,T,plan_generation,T,T,AI-powered personalized plans + auto-adjustment
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| 48,F,plan_generation,Q,F,"Dr. Muscle review: AI only does progressive overload, poorly calibrated"
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| 49,T,plan_generation,T,T,"""Artificial intelligence, training plans"""
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| 50,F,plan_generation,F,F,"AI tracker but core is ranking/challenges, AI auxiliary"
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| 51,T,pose_detection,T,T,Auto rep counting + form analysis via Wear OS (computer vision)
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| 52,Q,plan_generation,Q,Q,"Description vague, ""AI Fitness Coach"" generic"
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| 53,F,plan_generation,F,F,"Traditional equipment companion, Coach is pre-set"
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| 54,F,plan_generation,F,F,"""Smart"" = basic tracker"
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| 55,F,plan_generation,F,F,"Simple tracker, no AI"
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| 56,F,nutrition_ai,F,F,"Calorie counter, AI only for food photo recognition (peripheral)"
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| 57,F,plan_generation,F,F,"Traditional 7-min workout, zero AI"
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| 58,F,plan_generation,F,F,"""Smart"" = Excel/PDF replacement"
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| 59,Q,plan_generation,Q,Q,"""Personal trainer alternative"", vague AI claim"
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| 60,F,plan_generation,F,F,Pure interval timer
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| 61,F,plan_generation,F,F,Simplest interval timer with counting sound
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