business

Verdict

Submitted 5/7/2026, 10:08:06 AM · Completed 5/7/2026, 2:29:12 PM

5.5
pivot
The idea

Made a free sunrise/sunset calculator with an interactive map

Show original source text →
I built a small tool called **Solarc** for planning anything outdoors that depends on light: [https://www.solarc.app](https://www.solarc.app/) The idea is simple: open the page, allow location (or tap a spot on the map), and you see everything about the sun for that day: * Sunrise / sunset times * Civil, nautical, and astronomical twilight * Golden hour and blue hour windows * Live sun position with altitude and azimuth * Sun path overhead with hourly markers * Day length and how it's changing vs yesterday You can scrub through the day with a time slider, search for a specific city, or share the URL to send someone the exact view. Stack : Next.js 16, MapLibre, astronomy-engine, OpenFreeMap, Railway. Free, no signup. Would love to hear what's broken, missing, or unclear.
TRIZ inventive level: 3/5· Principles: parameter changes, mechanical interaction
Synthesis verdict
**Pivot**. Solarc demonstrates a solid technical foundation and fills a critical gap for professionals needing precise, real-time solar data. However, its business viability hinges on innovative user acquisition and retention strategies without traditional signup-driven engagement metrics. The current free model lacks a clear monetization strategy, relying on potential premium features or partnerships to convert its niche audience into a sustainable revenue stream. Despite its technical impressiveness and unique positioning, Solarc's reliance on free third-party APIs and lack of privacy compliance pose significant risks to its sustainability.

Strengths

  • - Solid technical foundation with a clear, focused feature set
  • - Fills a critical gap for professionals needing precise, real-time solar data
  • - Unique positioning with a free, no-signup model that lowers the barrier to entry
  • - Potential for viral growth among creative and technical communities
  • - Low cost-to-serve due to the use of open-source tools and cloud hosting

Weaknesses

  • - Lack of clear monetization strategy
  • - Reliance on free third-party APIs that can disappear or impose rate limits overnight
  • - Non-paying user base with virtually no budget for premium features
  • - Lax privacy compliance that poses regulatory risks
  • - Limited offline capabilities and no way to save or compare dates

Best angle

Solarc should pivot to offer premium features, such as exportable reports, multi-day forecasts, or API access, to convert its niche audience into a sustainable revenue stream, while also addressing its platform risk and regulatory exposure.

Panel verdicts

Competition

no model

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Market

qwen/qwen3-next-80b-a3b-instruct

8.0

“Solarc fills a critical gap for professionals who need precise, real-time solar data without paywalls - turning a niche utility into a potential category leader by removing friction.”

Solarc solves a real, unmet need for professionals and enthusiasts who plan outdoor activities dependent on sunlight: photographers, filmmakers, architects, landscape designers, solar panel installers, gardeners, and event planners. These groups routinely check sun position, golden hour timing, and shadow patterns - often juggling multiple apps or websites. Solarc consolidates this into one clean, interactive, no-signup interface with precise astronomical data, which is rare in free tools. The lack of friction (no login, instant load) is a major advantage over competitors like Sun Surveyor or PhotoPills, which require subscriptions or mobile apps. The audience is sizable: in the U.S. alone, there are over 1.2 million professional photographers and videographers, 500K+ landscape architects and solar installers, and millions of hobbyists. These users have budgets - photographers pay $10-30/month for apps, solar installers use paid tools for site assessments, and event planners budget for weather/lighting tools. Solarc's free model could monetize later via premium features (e.g., exportable reports, multi-day forecasts, API access, or enterprise licensing for architects). The current UX is strong but could improve with offline mode, weather overlay integration, and shadow projection tools. Missing: mobile optimization (current UI feels desktop-first), and no way to save or compare dates. Still, the core value is clear, technically impressive, and uniquely positioned. The fact it's free and works instantly gives it viral potential among creative and technical communities.

Monetization

mistralai/mistral-nemotron(fallback #1)

7.0

“Solarc needs a defined monetization strategy, such as premium features or partnerships, to convert its niche audience into a sustainable revenue stream.”

Solarc has a clear value proposition for outdoor enthusiasts, photographers, and event planners who need precise sun data. The free, no-signup model lowers the barrier to entry, which is good for user acquisition. However, the monetization path is unclear. Potential revenue models include premium features (e.g., historical data, API access, or ad-free experience) or partnerships with outdoor gear brands. The unit economics would depend on conversion rates from free to paid users, which could be challenging given the niche audience. The cost-to-serve is likely low due to the use of open-source tools and cloud hosting, but scaling may require investment in infrastructure and marketing. The key insight is that while the tool is useful, a clear monetization strategy is needed to sustain and grow the business.

Viability

nvidia/llama-3.3-nemotron-super-49b-v1(fallback #1)

8.0

“Solarc's technical viability is high, but its business viability hinges on innovative user acquisition and retention strategies without traditional signup-driven engagement metrics.”

Solarc's v1 demonstrates a solid foundation with a clear, focused feature set leveraging established libraries (MapLibre, astronomy-engine). The tech stack (Next.js 16, Railway) is modern and efficient for a small team. Challenges lie in scaling user acquisition without signup-driven data and enhancing the UI for broader appeal without over-complicating the simple, effective current design. The lack of signup also means relying on other metrics for feedback, which can be more challenging. Technical complexity is managed well with the chosen libraries, reducing the burden on the development team. Time-to-build for v1 seems realistic for a solo/2-person team within 4-12 weeks, given the focused scope. **Hard:** User growth strategy without traditional engagement metrics; **Easy:** Core functionality expansion (e.g., adding moon phases) due to the robust astronomy-engine integration.

Risk

openai/gpt-oss-120b(fallback #1)

3.0

“Reliance on free third - party APIs, a non - paying user base, and lax privacy compliance make Solarc unsustainable beyond a few months.”

Solarc is a glorified sun - position widget built on a stack of free, third - party services that can disappear overnight. The moment OpenFreeMap or the astronomy - engine API imposes rate limits, introduces fees, or shuts down, the entire product becomes unusable because there is no fallback or paid tier. This platform risk alone can kill the service within weeks of a policy change. Secondly, the target audience - photographers, hikers, event planners - are accustomed to free tools and have virtually no budget to pay for a premium version. Hosting on Railway, while cheap now, will quickly outgrow the free tier as traffic spikes, and without a clear monetisation path the founder will be forced to either start charging for a feature - less product or abandon it. Third, the app silently collects precise location data (even if only via a browser prompt) and then shares URLs that embed coordinates. Under GDPR, CCPA, and emerging privacy laws, this constitutes personal data processing that requires explicit consent, data - retention policies, and the ability to delete user data on request. A single compliance audit or a user complaint could trigger a cease - and - desist, forcing an immediate shutdown. Combined, these three failure modes - platform dependency, zero - budget user base, and regulatory exposure - are enough to cripple Solarc within six months, leaving it a dead - end hobby project rather than a sustainable business.

Synthesized by meta/llama-3.3-70b-instruct · 46.5s