Swelter: Heat Stress Index

Swelter: Heat Stress Index

By RBRN Labs

Swelter is a specialized weather app for iOS that calculates WBGT heat stress indices to guide outdoor activity safety.

The App DNA

What makes this app unique?

It removes the cognitive friction of interpreting raw weather data (humidity, sun, wind) into actionable safety decisions for outdoor athletes.

For Outdoor athletes, coaches, and workers who need to manage heat stress risks during physical activity.

What does it look like?

Key features

WBGT Calculation Engineedge

Computes heat stress using local temperature, humidity, wind, and solar geometry.

Best Window Planningedge

Identifies least-risky time blocks for outdoor activity.

Severe Weather Alertsstandard

Sends push notifications for extreme heat and storm events.

How much does it cost?

freemiumFree: current flag, gauge, timeline, severe alertsPro: full week charts, hourly UV, extra alerts, saved locations

Freemium model gates advanced planning and historical data behind a Pro subscription, while keeping core safety indicators free to maximize user base.

Velocity

Active developmentUX improvementsperformanceShow more...

Swelter: Heat Stress Index is currently in an active development phase, having shipped two updates within the last three days. The latest release focuses on UX improvements and bug fixes, specifically targeting widget accuracy during extreme weather conditions. Development is currently centered on refining existing utility features and ensuring cross-platform consistency. The current cadence suggests a stable, iterative approach to product maintenance.

See all version history

Who built it?

RBRN Labs

1 app tracked · Weather

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User Sentiment

What do users think recently?

How are ratings & reviews evolving?

App Store
5.00 · 1

Not enough recent reviews to extract reliable themes yet.

Read the full review analysis

Competition

Competitive landscape for Swelter: Heat Stress Index

How's the Weather market?

Swelter occupies a niche in the Weather category by focusing on WBGT-based safety rather than general forecasting. The current 5-star rating on the initial release indicates high early-adopter satisfaction, though the single-rating count necessitates a broader user base to validate long-term retention.

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The rivals identified

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The Analyst's Read

Key takeaways for Swelter: Heat Stress Index

Where is it heading?

The heat-safety market is consolidating around specialized indices, and Swelter's focus on WBGT accuracy positions it well against generalist weather apps. Continued investment in the algorithm and widget accessibility will be necessary to maintain this lead as native weather apps add more granular health metrics.

  • Frequent update cadence (two releases in three days) indicates active development and rapid response to widget synchronization issues.
  • The current reliance on a single-rating base means the app has yet to face the churn pressure of a mass-market user cohort.

The SWOT

Core Strengths
  • WBGT-specific algorithm validated against 14,099 station-hours provides a defensible accuracy barrier
  • Four-flag safety system simplifies complex environmental data into actionable activity decisions
Critical Frictions 1 weakness inside
Growth Levers
  • Localized safety-compliance tools for workplace heat-stress regulations could unlock B2B distribution channels
Market Threats 1 threat identified

Next best moves

1 Invest · 1 Pivot

Ship a Workplace Safety mode because the current ACSM-focused messaging misses the industrial compliance segment → expand total addressable market.

+ 1 more prioritized move

The counter-intuitive read

The app's reliance on Apple Weather data is a strength, not a weakness…

Read the full take

Since the last report: Swelter has expanded its market positioning from an athletic-focused tool to an industrial safety utility, while simultaneously adjusting its conversion strategy to trial-based access for core features.

Bottom line

Swelter's validated WBGT engine provides a clear safety advantage over standard weather apps, but the current Pro-tier gating of planning tools limits the funnel for casual users who need the Best Window feature to justify a subscription.

Unlock 1 critical friction, 1 market threat, 1 more prioritized move and the analyst’s take.

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FAQ

Is Swelter accurate for my location?
Swelter is validated against 14,099 measured WBGT station-hours, with 99.95% of readings falling within one flag level of the measured standard.
Does Swelter work without a subscription?
Yes, the core safety features including the current flag, gauge, timeline, and severe-heat alerts are free for all users.
How is Swelter different from a standard weather app?
Standard apps use heat index, which often ignores wind and direct sun. Swelter uses WBGT, the global standard for heat stress, which accounts for solar geometry and wind speed.

Sources

  1. [1] App Store, source

Report last updated

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with automated quality gates, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Swelter: Heat Stress Index, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

What's new

Swelter has expanded its market positioning from an athletic-focused tool to an industrial safety utility, while simultaneously adjusting its conversion strategy to trial-based access for core features.

shifted

Industrial Market Expansion

shifted

Trial-Based Conversion

improved

Standardized Safety Framework

added

B2B Opportunity Identification

Cite this report

Marlvel.ai. “Swelter: Heat Stress Index Intelligence Report.” Updated Aug 14, 2026. https://marlvel.ai/apps/swelter-heat-safety-wbgt

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