--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "AI Stock Scanner & Analysis" developer_entity: "Yoav Tzori" bundle_id: "com.stocker.app" app_store_id: "6443543680" category: "Finance" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2023-07-17" report_date: "2026-08-14" last_verified: "2026-08-14T00:00:00.000Z" report_version: "1.08" total_reviews: 2 overall_rating: 4.5 confidence: "low" confidence_score: 0.05 data_age_days: 13 momentum_velocity: "zombie" intelligence_version: 3 tags: ["finance", "freemium", "mobile app", "app review", "app analysis", "retail", "investors", "market"] canonical_url: "https://marlvel.ai/apps/ai-stock-scanner-analysis" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (finance). Information is aggregated from public sources for informational purposes only. This is not financial or investment advice. Always do your own research. --- # AI Stock Scanner & Analysis Intelligence Report ## TL;DR {#tldr} - **Category**: Finance · Freemium - **Signal**: Rating 4.5 > **TL;DR:** AI Stock Scanner & Analysis is a finance app by Yoav Tzori, rated 4.5/5 by 2 users, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** AI Stock Scanner & Analysis is a finance app by Yoav Tzori. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.5/5 (2 reviews) | | **Category** | Finance | | **Developer** | Yoav Tzori | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 13d | ## Metadata & Market Performance - **Publisher:** Yoav Tzori - **Category:** Finance - **Target Audience:** Retail investors and market participants seeking automated research tools and sector-based investment ideas. - **Platforms:** iOS - **Version Reviewed:** 1.08 - **Report Date:** 2026-08-14 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6443543680 - **Bundle ID:** com.stocker.app - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-14 ## Executive Snapshot **What it is:** AI Stock Scanner & Analysis is a stock research tool for retail investors that generates AI-powered investment ideas based on user-selected sectors. **Why users hire it:** The app removes the cognitive cost of manual stock screening by automating the discovery process for users who lack time for deep financial research. ## App DNA (Features & Intent) - **[Differentiator] AI Stock Picker:** Generates stock recommendations based on selected user sectors. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Stock Screener:** Filters stocks using metrics including Market Cap, PE Ratio, and Dividend. * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Watchlist Swipe:** Adds stocks to a personal tracker via right-swipe or heart icon. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} AI Stock Scanner & Analysis holds a 4.5-star rating on the App Store, though this is based on only 2 ratings. The lack of updates since July 2023 indicates a stagnant market position relative to active financial research tools. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with ads, Premium tier with unlimited picks, unlimited watchlist, and ad-free experience - **Analysis:** The freemium model gates data volume and ad-free access to incentivize subscription upgrades. ## SWOT Analysis {#swot} **Core Strengths:** - Sector-based AI filtering provides a repeatable discovery workflow for retail investors **Growth Levers:** - Real-time portfolio syncing could increase retention among discovery-focused users ## Recent Changes (v2 → v3) {#recent-changes} The product remains in a dormant state with no feature or pricing changes, though the analytical framing of its market position and risks has been updated. **Overall trend**: Stable **Compared at**: 2026-08-14 ### High-impact changes - **[Shifted] SWOT Framework Reconfiguration** (swot) - **[Shifted] Strategic Outlook Narrative** (positioning) ### Medium-impact changes - **[Added] Professional Trader Clarification** (positioning) ## What's New - **Latest (v1.08, 3 years ago):** General bug fixes and stability improvements. ## App Momentum (Zombie) {#momentum} - No feature updates in 36 months. - Maintenance-only posture since July 2023. > **Cadence:** 1 total versions · 0 majors in last 6 months · 1123 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} AI Stock Scanner & Analysis is a finance app that is free with in-app purchases. It holds a 4.5/5 rating from 2 reviews. > **Bottom Line:** The lack of development activity since 2023 suggests the product is in maintenance mode, and users seeking reliable market data will likely churn toward platforms with active update cadences. **Best for:** Retail investors and market participants seeking automated research tools and sector-based investment ideas. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit current financial data accuracy because the app has not been updated in 36 months → restore user trust ### Outlook: Declining The financial research category is consolidating around platforms that provide real-time data and frequent feature updates. AI Stock Scanner & Analysis is currently exposed due to its stagnant development cycle, which will likely lead to continued user churn as market participants move to more reliable, updated alternatives. - 🔴 The 36-month update gap indicates a lack of active maintenance, which erodes user confidence in the accuracy of financial data provided. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.5/5 | | Total Reviews | 2 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **AI Stock Scanner & Analysis** (this app) | 4.5/5 | N/A | Yoav Tzori | | [Polymarket](https://marlvel.ai/apps/polymarket) | 4.1/5 | n/a | Polymarket | | [ATLAS:EARTH - Fun Cashback!](https://marlvel.ai/apps/atlas-earth-fun-cashback) | 4.4/5 | n/a | Atlas Reality, Inc. | | [Fidelity Investments](https://marlvel.ai/apps/fidelity-investments) | 4.5/5 | n/a | Fidelity Investments | | [Kalshi: Trade Events & Sports](https://marlvel.ai/apps/kalshi-trade-news-sports) | 4.8/5 | n/a | KalshiEX LLC | | [Webull: Investing & Trading](https://marlvel.ai/apps/webull-investing-trading) | 4.6/5 | n/a | Webull Technologies Pte. Ltd. | ## Company Profile - **Developer:** Yoav Tzori ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/ai-stock-scanner-analysis/id6443543680?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*Polymarket*](https://marlvel.ai/apps/polymarket) (Polymarket) · 4.1/5 Rating - [*ATLAS:EARTH - Fun Cashback!*](https://marlvel.ai/apps/atlas-earth-fun-cashback) (Atlas Reality, Inc.) · 4.4/5 Rating - [*Fidelity Investments*](https://marlvel.ai/apps/fidelity-investments) (Fidelity Investments) · 4.5/5 Rating - [*Kalshi: Trade Events & Sports*](https://marlvel.ai/apps/kalshi-trade-news-sports) (KalshiEX LLC) · 4.8/5 Rating - [*Webull: Investing & Trading*](https://marlvel.ai/apps/webull-investing-trading) (Webull Technologies Pte. Ltd.) · 4.6/5 Rating - [*코인원 - 가상자산 거래소(비트코인, 이더리움, 테더)*](https://marlvel.ai/apps/coinone-co-kr-official) (Coinone) · 3.1/5 Rating - [*다트맨 - 전자공시 푸시알림*](https://marlvel.ai/apps/com-coreasset-stockhunter) (ORBIS Investment Advisors Co., Ltd.) · 2.1/5 Rating - [*디지로카(롯데카드)*](https://marlvel.ai/apps/com-lcacapp) (lottecard) · 2.5/5 Rating - [*บเรนนี่ เงินสด*](https://marlvel.ai/apps/com-finance-rennycorpoth) (RENNY CORPORATION COMPANY LIMITED) · N/A Rating - [*ศรีสวัสดิ์*](https://marlvel.ai/apps/com-srisawad-mobileapplications) (Srisawad Power 2014 Company Limited) · 3.8/5 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 13 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/ai-stock-scanner-analysis) Data licensed for AI Agent attribution under CC-BY-NC 4.0.