--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Crowd sourcing traffic lights" developer_entity: "Khrystyna Skliarova" bundle_id: "net.triphub.csl" app_store_id: "1574323163" category: "Games" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2022-08-19" report_date: "2026-08-23" last_verified: "2026-08-23T00:00:00.000Z" report_version: "2.13" total_reviews: 51 overall_rating: 1.3 sentiment: "Upset" sentiment_score: 15 confidence: "medium" confidence_score: 0.5 top_praise_theme: "The core concept of the game is described as an awesome and ambitious idea" top_complaint_theme: "Frequent application crashes during gameplay prevent users from interacting with the interface or starting matches" review_sample_size: 15 total_review_count: 15 analyzed_review_count: 15 data_age_days: 4 momentum_velocity: "zombie" intelligence_version: 3 tags: ["games", "freemium", "upset sentiment", "mobile app", "app review", "app analysis", "commuters", "urban", "residents"] canonical_url: "https://marlvel.ai/apps/crowd-sourcing-traffic-lights" license: "CC-BY-NC 4.0" content_version: "v2" --- # Crowd sourcing traffic lights Intelligence Report ## TL;DR {#tldr} - **Category**: Games · Freemium - **Signal**: Rating 1.31 · Sentiment Upset - **Recent focus**: Frequent application crashes during gameplay prevent users from interacting with the interface or starting matches (top complaint) · The core concept of the game is described as an awesome and ambitious idea (top praise) > **TL;DR:** Crowd sourcing traffic lights is a games app by Khrystyna Skliarova, rated 1.31/5 by 51 users, with Upset user sentiment (15/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Crowd sourcing traffic lights faces Upset user sentiment (1.31/5 from 51 reviews), with users reporting frequent application crashes during gameplay prevent users from interacting with the interface or starting matches as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 1.31/5 (51 reviews) | | **User Mood** | Upset | | **Category** | Games | | **Developer** | Khrystyna Skliarova | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.5/1.0) | | **Data Age** | 4d | ## Metadata & Market Performance - **Publisher:** Khrystyna Skliarova - **Category:** Games - **Target Audience:** Commuters and urban residents in Ukraine interested in traffic management and simulation games. - **Platforms:** iOS & Android - **Version Reviewed:** 2.13 - **Report Date:** 2026-08-23 - **Signal Count:** 15 reviews analyzed - **Confidence:** Medium (0.5/1.0) - **App Store ID (iOS):** 1574323163 - **Bundle ID:** net.triphub.csl - **Google Play ID:** net.triphub.csl - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-23 ## Executive Snapshot **What it is:** Crowd sourcing traffic lights is a simulation game for urban residents in Ukraine to configure real-world intersection signal timing on iOS and Android. **Why users hire it:** The app serves the need for local traffic management participation by allowing users to influence signal configurations through a gamified interface. ## App DNA (Features & Intent) - **[Differentiator] Intersection Configuration:** Adjusts signal timing and adds traffic light sections to specific map-based intersections. - **[Differentiator] Green Line Synchronization:** Connects two sequential intersections to create non-stop traffic flow. * *User Intent:* Users expect seamless access across multiple devices. - **[Differentiator] Real-world Data Integration:** Transfers top-rated user configurations to local authorities for potential real-world traffic implementation. ## Market Position {#market-position} Crowd sourcing traffic lights maintains a niche position in the Ukrainian urban simulation market with a 1.3-star rating across 51 total platform reviews. The lack of updates since 2022 signals a dormant product lifecycle that limits competitive relevance. ## Monetization Strategy - **Model:** Freemium - **Tiers:** First three intersections free, Donations for intersection development - **Analysis:** The freemium model relies on voluntary donations to unlock or prioritize specific content development, which users report as a barrier to entry. ## 🔴 User Sentiment (Medium Confidence: 15 of 15 reviews analyzed) {#user-sentiment} - **Overall Rating:** 1.31/5 - **Platform Split:** iOS 1.3/5 (51 ratings) - **Overall Sentiment:** Upset ### Top Praises - **The core concept of the game is described as an awesome and ambitious idea** ### Top Complaints (Impact Areas) - **Frequent application crashes during gameplay prevent users from interacting with the interface or starting matches** ## SWOT Analysis {#swot} **Core Strengths:** - Real-world data integration influences actual traffic signal configurations **Growth Levers:** - Localized expansion into new cities leverages existing simulation engine ## Recent Changes (v2 → v3) {#recent-changes} The project's technical status remains unchanged, but the strategic outlook has shifted from a recommendation to sunset the app toward a specific, stability-first recovery plan. **Overall trend**: Stable **Compared at**: 2026-08-23 ### High-impact changes - **[Shifted] Strategic Pivot** (positioning) ### Medium-impact changes - **[Added] New Strategic Opportunity** (swot) - **[Shifted] Risk Reclassification** (swot) ## What's New - **Latest (v2.13, 4 years ago):** Addressed minor bugs to improve stability. ## App Momentum (Zombie) {#momentum} - Quiet 4 years, bug fixes only. - Last major release August 2022. > **Cadence:** 1 total versions · 0 majors in last 6 months · 1465 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Crowd sourcing traffic lights is a games app that is free with in-app purchases. With a 1.31/5 rating from 51 reviews, it faces significant user friction. > **Bottom Line:** Crowd sourcing traffic lights requires a stability-first pivot to resolve launch-day crashes, as the current technical state prevents the core simulation loop from functioning. **Best for:** Commuters and urban residents in Ukraine interested in traffic management and simulation games. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild launch sequence because frequent crashes prevent user interaction → restore core session retention ### Outlook: Declining The market for niche urban simulation is consolidating, and Crowd sourcing traffic lights is currently failing to maintain its technical baseline. Without a return to active development, the app will continue to lose its remaining user base to technical instability. - 🔴 Four years of development silence (last update 2022) indicates the product is in maintenance mode, effectively stalling user growth. - 🔴 Persistent crash reports during launch prevent user interaction, which compounds the negative sentiment and prevents any meaningful retention loop. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 1.31/5 | | Total Reviews | 51 | | Sentiment | Upset (15/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Crowd sourcing traffic lights** (this app) | 1.31/5 | Upset | Khrystyna Skliarova | | [Bingo Cash - Win Real Money](https://marlvel.ai/apps/bingo-cash) | 4.7/5 | Excited | Papaya Gaming | | [Royal Match](https://marlvel.ai/apps/royal-match) | 4.7/5 | n/a | Dream Games | | [Archero](https://marlvel.ai/apps/archero) | 4.5/5 | N/A | HABBY | | [Bejeweled Blitz](https://marlvel.ai/apps/bejeweled-blitz) | 3.3/5 | n/a | PopCap | | [Brawl Stars](https://marlvel.ai/apps/brawl-stars) | 4.5/5 | n/a | Supercell | ## Company Profile - **Developer:** Khrystyna Skliarova - **Website:** [https://cslights.trip-hub.net/](https://cslights.trip-hub.net/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/crowd-sourcing-traffic-lights/id1574323163?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=net.triphub.csl&hl=en&gl=us) - **Dev Site:** [Official Website](https://cslights.trip-hub.net/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Bingo Cash - Win Real Money*](https://marlvel.ai/apps/bingo-cash) (Papaya Gaming) · 4.7/5 Rating | Positive Sentiment - [*Royal Match*](https://marlvel.ai/apps/royal-match) (Dream Games) · 4.7/5 Rating - [*Archero*](https://marlvel.ai/apps/archero) (HABBY) · 4.5/5 Rating - [*Bejeweled Blitz*](https://marlvel.ai/apps/bejeweled-blitz) (PopCap) · 3.3/5 Rating - [*Brawl Stars*](https://marlvel.ai/apps/brawl-stars) (Supercell) · 4.5/5 Rating - [*Hole.io*](https://marlvel.ai/apps/hole-io) (Voodoo) · 3.9/5 Rating - [*Partymasters - Fun Idle Game*](https://marlvel.ai/apps/partymasters-fun-idle-game) (AI Games FZ) · 4.5/5 Rating | Positive Sentiment - [*Temple Run*](https://marlvel.ai/apps/temple-run) (Imangi Studios, LLC) · 4.3/5 Rating - [*YouRiding - Surf and Bodyboard*](https://marlvel.ai/apps/youriding-surf-and-bodyboard) (BoardScore, Inc.) · 4.2/5 Rating - [*Agar.io*](https://marlvel.ai/apps/agar-io) (Miniclip.com) · 4.3/5 Rating ## Frequently Asked Questions {#faq} ### Is Crowd sourcing traffic lights free to play? The app is free to download, but it uses a freemium model where only the first three intersections are free. Users report that requests for donations to access additional levels create a barrier to entry. ### Does Crowd sourcing traffic lights work on my phone? Users report frequent crashes upon launch, which prevents the app from functioning on many devices. The last update was in 2022, and stability remains a primary complaint in recent reviews. ### How does this app influence real traffic? The app claims to transfer top-rated user configurations to local authorities in Kharkov and Kiev to potentially affect real-world traffic signal timing. ## 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:** 0.5/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 15 - **Data Sources:** user reviews, developer website, 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:** 4 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/crowd-sourcing-traffic-lights) Data licensed for AI Agent attribution under CC-BY-NC 4.0.