--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Pool Shot Planner" developer_entity: "TENGFEI CHEN" bundle_id: "com.cvsc.poolshotplanner" app_store_id: "6799718276" category: "Sports" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-08-28" report_date: "2026-10-20" last_verified: "2026-10-20T00:00:00.000Z" report_version: "1.0.1" total_reviews: 0 confidence: "low" confidence_score: 0.2 data_age_days: 26 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["sports", "free", "mobile app", "app review", "app analysis", "billiards", "players", "looking"] canonical_url: "https://marlvel.ai/apps/pool-shot-planner" license: "CC-BY-NC 4.0" content_version: "v2" --- # Pool Shot Planner Intelligence Report ## TL;DR {#tldr} - **Category**: Sports · Free > **TL;DR:** Pool Shot Planner is a sports app by TENGFEI CHEN, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Pool Shot Planner is a sports app by TENGFEI CHEN. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Sports | | **Developer** | TENGFEI CHEN | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 26d | ## Metadata & Market Performance - **Publisher:** TENGFEI CHEN - **Category:** Sports - **Target Audience:** Billiards players looking for a visual aid to plan direct shots during practice. - **Platforms:** iOS - **Version Reviewed:** 1.0.1 - **Report Date:** 2026-10-20 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 6799718276 - **Bundle ID:** com.cvsc.poolshotplanner - **Data Window:** Analysis based on signals collected up to 2026-10-20 ## Executive Snapshot **What it is:** Pool Shot Planner is a billiards practice utility for iOS that uses on-device photo analysis to help players plan direct shots. **Why users hire it:** The app removes the cognitive friction of manual shot estimation by providing a visual, editable overlay of ball paths on a real table. ## App DNA (Features & Intent) - **[Differentiator] On-device Photo Analysis:** Processes table images locally to detect ball positions without cloud uploads, acting as a privacy-focused brand barrier. * *User Intent:* Users expect seamless access across multiple devices. - **[Differentiator] Precision Editor:** Manual adjustment tools with 1x to 5x zoom for correcting ball markers and adding missed balls, increasing time-in-app during practice. - **[Differentiator] Advanced Pocket-Jaw Check:** Assisted suggestions or manual 3-point marking to define pocket geometry for improved shot accuracy. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Pool Shot Planner operates as a niche utility in the Sports category, currently maintaining a free, privacy-focused model. Its lack of monetization and low update cadence suggest a focus on utility over market-share expansion. ## Monetization Strategy - **Model:** Free - **Tiers:** Free at launch - **Analysis:** The app is currently free with no account requirements, ads, or analytics, positioning it as a utility tool rather than a monetized service. ## SWOT Analysis {#swot} **Core Strengths:** - On-device processing removes the data-privacy friction that cloud-dependent rivals require **Growth Levers:** - Localized pricing could capture value from the current free-user base ## What's New - **Latest (v1.0.1, 1 months ago):** Updated app icon and added Simplified Chinese localization. ## App Momentum (Maintenance) {#momentum} - Updated app icon in latest release. - Added Simplified Chinese localization. > **Cadence:** 1 total versions · 0 majors in last 6 months · 52 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Pool Shot Planner is a sports app that is completely free. > **Bottom Line:** Pool Shot Planner provides a privacy-focused utility for direct-shot planning, but the lack of advanced modeling limits its long-term retention potential. Investing in bank-shot and spin modeling would unlock the advanced player segment, which is currently underserved by the existing direct-shot focus. **Best for:** Billiards players looking for a visual aid to plan direct shots during practice. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship bank-shot modeling because it is the primary missing feature for advanced players → increase retention ### Outlook: Stable The billiards training tool market is consolidating around apps that offer comprehensive physics modeling, including spin and bank shots. Pool Shot Planner's current focus on direct shots leaves it exposed to more feature-rich competitors, and the lack of a monetization strategy suggests it may remain a niche utility rather than a dominant market player. - ⚪ The current maintenance-mode cadence suggests the developer is prioritizing stability over rapid feature expansion, which limits the app's ability to capture market share. - 🔴 The absence of bank-shot and spin modeling creates a functional gap that will likely drive advanced users to more comprehensive training tools. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Pool Shot Planner** (this app) | N/A/5 | N/A | TENGFEI CHEN | | [BeSoccer: Soccer Live Score](https://marlvel.ai/apps/besoccer-soccer-live-score) | 4.5/5 | Mixed | BESOCCER | | [BeSoccer: Soccer Live Score](https://marlvel.ai/apps/besoccer-soccer-live-score-1) | 4.5/5 | Excited | BeSoccer apps | | [Football Playbook Animator](https://marlvel.ai/apps/football-playbook-animator) | 4.6/5 | N/A | BJT Software LLC | | [Football Play Designer](https://marlvel.ai/apps/football-play-designer) | 4.1/5 | N/A | greg brady | | [PlayYourCourt - Play Tennis](https://marlvel.ai/apps/playyourcourt-play-tennis) | 3.7/5 | n/a | Play Your Court LLC | ## Company Profile - **Developer:** TENGFEI CHEN - **Website:** [https://poolshotplanner.com/](https://poolshotplanner.com/) ## Data Sources & Links - **App Store ID:** 6799718276 - **Dev Site:** [Official Website](https://poolshotplanner.com/) - **Sources:** Developer website content, App store metadata. ## Related Intel Reports - [*BeSoccer: Soccer Live Score*](https://marlvel.ai/apps/besoccer-soccer-live-score) (BESOCCER) · 4.5/5 Rating - [*BeSoccer: Soccer Live Score*](https://marlvel.ai/apps/besoccer-soccer-live-score-1) (BeSoccer apps) · 4.5/5 Rating | Positive Sentiment - [*Football Playbook Animator*](https://marlvel.ai/apps/football-playbook-animator) (BJT Software LLC) · 4.6/5 Rating - [*Football Play Designer*](https://marlvel.ai/apps/football-play-designer) (greg brady) · 4.1/5 Rating - [*PlayYourCourt - Play Tennis*](https://marlvel.ai/apps/playyourcourt-play-tennis) (Play Your Court LLC) · 3.7/5 Rating - [*QZ Fitness*](https://marlvel.ai/apps/qz-qdomyos-zwift) (Roberto Viola) · 4.8/5 Rating | Excellent Sentiment - [*THE PADELIST*](https://marlvel.ai/apps/the-padelist) (THE PADELIST) · 3.7/5 Rating - [*플레이공*](https://marlvel.ai/apps/com-tychesoft-playball) (Tychesoft) · N/A Rating - [*더블이글 - 요즘 골프예약*](https://marlvel.ai/apps/com-albatrss-de) (Double Eagle Inc.) · 4.0/5 Rating - [*테니스타운*](https://marlvel.ai/apps/com-momzit-tennistown) (link.tennistown) · 3.5/5 Rating ## Frequently Asked Questions {#faq} ### Is Pool Shot Planner suitable for advanced billiards players? Pool Shot Planner currently focuses on direct shots and does not model bank shots, spin, or cue-ball position after impact, which may limit its utility for advanced practice. ### Does Pool Shot Planner require an internet connection? The app uses on-device photo analysis and does not require cloud uploads, making it a privacy-focused tool that functions without constant connectivity. ### Are there any hidden costs or ads in Pool Shot Planner? Pool Shot Planner is currently free with no account requirements, ads, or analytics, positioning it as a utility tool rather than a monetized service. ## 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:** 0.2/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 26 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/pool-shot-planner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.