--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "AIHA Heat Stress App" developer_entity: "American Industrial Hygiene Association (AIHA)" bundle_id: "com.aiha.prod" app_store_id: "6478508187" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-03-07" report_date: "2026-09-30" last_verified: "2026-09-30T00:00:00.000Z" report_version: "2.1.6" total_reviews: 10 overall_rating: 3.1 sentiment: "Frustrated" sentiment_score: 25 confidence: "low" confidence_score: 0.35 top_praise_theme: "Core functionality provides a rewarding experience for users who successfully navigate the initial setup phase" top_complaint_theme: "Critical launch failures prevent users from accessing the interface on both high-end mobile hardware and current builds" review_sample_size: 5 total_review_count: 5 analyzed_review_count: 5 data_age_days: 8 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["health & fitness", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "outdoor", "workers", "laborers"] canonical_url: "https://marlvel.ai/apps/aiha-heat-stress-app" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- # AIHA Heat Stress App Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Free - **Signal**: Rating 3.1 · Sentiment Frustrated - **Recent focus**: Critical launch failures prevent users from accessing the interface on both high-end mobile hardware and current builds (top complaint) · Core functionality provides a rewarding experience for users who successfully navigate the initial setup phase (top praise) > **TL;DR:** AIHA Heat Stress App is a health & fitness app by American Industrial Hygiene Association (AIHA), rated 3.1/5 by 10 users, with Frustrated user sentiment (25/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** AIHA Heat Stress App faces Frustrated user sentiment (3.1/5 from 10 reviews), with users reporting critical launch failures prevent users from accessing the interface on both high-end mobile hardware and current builds as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.1/5 (10 reviews) | | **User Mood** | Frustrated | | **Category** | Health & Fitness | | **Developer** | American Industrial Hygiene Association (AIHA) | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.35/1.0) | | **Data Age** | 8d | ## Metadata & Market Performance - **Publisher:** American Industrial Hygiene Association (AIHA) - **Category:** Health & Fitness - **Target Audience:** Outdoor workers and laborers requiring real-time heat stress monitoring and safety guidance. - **Platforms:** iOS & Android - **Version Reviewed:** 2.1.6 - **Report Date:** 2026-09-30 - **Signal Count:** 5 reviews analyzed - **Confidence:** Low (0.35/1.0) - **App Store ID (iOS):** 6478508187 - **Bundle ID:** com.aiha.prod - **Google Play ID:** com.aiha.prod - **Data Window:** Analysis based on signals collected up to 2026-09-30 ## Executive Snapshot **What it is:** AIHA Heat Stress App is a free safety utility for outdoor workers that calculates heat risk metrics based on real-time weather and labor conditions. **Why users hire it:** The tool removes the cognitive load of manual heat-risk assessment for laborers, providing a standardized safety protocol that displaces ad-hoc or paper-based monitoring. ## App DNA (Features & Intent) - **[Differentiator] Wet Bulb Globe Temperature Calculation:** Calculates heat risk metrics using real-time weather data for specific locations. - **[Differentiator] Customizable Risk Inputs:** Adjusts risk scoring based on user-defined effort levels, cloud cover, and clothing. * *User Intent:* Users value self-expression and personalized experiences. - **[Standard] Safety Alerts:** Configurable notifications for hydration reminders, rest breaks, and changing weather conditions. * *User Intent:* Users want timely prompts to stay engaged without missing updates. ## Market Position {#market-position} AIHA Heat Stress App maintains a niche position in the Health & Fitness category as a specialized safety tool. The 3.1-star rating across 10 total platform ratings indicates a lack of broad market penetration, likely exacerbated by the 207-day gap since the last meaningful update. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all features - **Analysis:** The app operates as a free utility provided by the American Industrial Hygiene Association to support industry safety standards. ## 🔴 User Sentiment (Low Confidence: 5 of 5 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.1/5 - **Platform Split:** iOS 3.1/5 (10 ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **Core functionality provides a rewarding experience for users who successfully navigate the initial setup phase** ### Top Complaints (Impact Areas) - **Critical launch failures prevent users from accessing the interface on both high-end mobile hardware and current builds** ## SWOT Analysis {#swot} **Core Strengths:** - WBGT calculation engine establishes AIHA as the primary safety resource. - Customizable risk inputs increase utility for specific labor environments. **Growth Levers:** - Automated location-based alerts could replace manual tracking for field workers. - Offline-accessible first aid checklists would increase value in remote work sites. ## What's New - **Latest (v2.1.6, 6 months ago):** Added clickable sponsor logos in the onboarding, drawer menu, and sponsors page to redirect users to slatesafety.com. ## App Momentum (Maintenance) {#momentum} - Ships minor sponsor-link updates only. - Dormant development cadence for 6 months. > **Cadence:** 1 total versions · 0 majors in last 6 months · 207 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} AIHA Heat Stress App is a health & fitness app that is completely free. It holds a 3.1/5 rating from 10 reviews. > **Bottom Line:** Resolving the initialization and null-user state errors would restore the app's function as a reliable safety utility. Addressing these technical regressions is the only way to prevent further erosion of the association's professional credibility. **Best for:** Outdoor workers and laborers requiring real-time heat stress monitoring and safety guidance. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit initialization logic because launch failures block the interface → restore basic usability ### Outlook: Declining The outlook for AIHA Heat Stress App is negative due to a lack of active development and persistent technical failures. Without a commitment to stability, the app will continue to lose relevance as a safety resource, forcing users to seek more reliable alternatives. - 🔴 The 207-day update gap suggests the tool is in maintenance mode, which leaves the app exposed to technical regressions that erode user trust. - 🔴 Persistent launch failures and null-user errors prevent access, which compounds the rating drag already visible on the platform. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.1/5 | | Total Reviews | 10 | | Sentiment | Frustrated (25/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **AIHA Heat Stress App** (this app) | 3.1/5 | Frustrated | American Industrial Hygiene Association (AIHA) | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [evolum - Meditation & Yoga](https://marlvel.ai/apps/evolum-meditation-yoga) | 4.7/5 | Excited | Rodger Studio (Apps) | | [FAMHLTH: Family Health Tracker](https://marlvel.ai/apps/famhlth-family-health-tracker) | N/A/5 | N/A | Quinton Nixon | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | Mixed | Grow Labs LLC | | [Lunara: Cycle, Symptom Tracker](https://marlvel.ai/apps/lunara-cycle-symptom-tracker) | N/A/5 | N/A | Fuzhou Jiku Technology Co., Ltd. | ## Company Profile - **Developer:** American Industrial Hygiene Association (AIHA) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/aiha-heat-stress-app/id6478508187?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.aiha.prod&hl=en&gl=us) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Rodger Studio (Apps)) · 4.7/5 Rating | Positive Sentiment - [*FAMHLTH: Family Health Tracker*](https://marlvel.ai/apps/famhlth-family-health-tracker) (Quinton Nixon) · N/A Rating - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Lunara: Cycle, Symptom Tracker*](https://marlvel.ai/apps/lunara-cycle-symptom-tracker) (Fuzhou Jiku Technology Co., Ltd.) · N/A Rating - [*Ovulation Predictor*](https://marlvel.ai/apps/ovulation-predictor) (RAHI PATEL) · 1.0/5 Rating - [*SpeechPacer*](https://marlvel.ai/apps/speechpacer) (Felix Thron) · 1.0/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*나만의 짐, 나만의 운동공간이 필요할 때*](https://marlvel.ai/apps/this-is-a-web-service-that-allows-you-to-reserve-a) (lvher) · N/A Rating - [*하이타이 - 최저가 마사지, 스웨디시, 타이마사지 할인*](https://marlvel.ai/apps/kr-co-apptube-hitai2) (앱튜브(AppTube)) · 4.7/5 Rating ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.35/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 5 - **Data Sources:** user reviews, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 8 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/aiha-heat-stress-app) Data licensed for AI Agent attribution under CC-BY-NC 4.0.