## ⚠ 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. --- last_verified: "2026-05-19T23:28:29.183Z" --- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Penny Stocks AI Screener Bot" developer_entity: "SwiftSoft Apps" bundle_id: "penny.stocks.screener" category: "Finance" primary_platform: "android" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "Android" app_last_updated: "2026-04-08" report_date: "2026-05-19" last_verified: "2026-05-19" report_version: "1.0.0" total_reviews: 235 overall_rating: 4.57 confidence: "low" confidence_score: 0.05 data_age_days: 0 intelligence_version: 2 tags: ["finance", "free", "mobile app", "app review", "app analysis", "active", "traders", "investors"] canonical_url: "https://marlvel.ai/intel-report/finance/penny-stocks-screener" license: "CC-BY-NC 4.0" content_version: "v2" --- # Penny Stocks AI Screener Bot App Audit ## TL;DR {#tldr} - **Category**: Finance · Free - **Signal**: Rating 4.57 > **TL;DR:** Penny Stocks AI Screener Bot is a finance app by SwiftSoft Apps, rated 4.57/5 by 235 users, available on Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Penny Stocks AI Screener Bot is a finance app by SwiftSoft Apps. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.57/5 (235 reviews) | | **Category** | Finance | | **Developer** | SwiftSoft Apps | | **Pricing** | Free | | **Platforms** | Android | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** SwiftSoft Apps - **Category:** Finance - **Target Audience:** Active traders and investors focused on high-volatility, low-priced, and small-cap equities. - **Platforms:** Android - **Version Audited:** 1.0.0 - **Audit Date:** 2026-05-19 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **Google Play ID:** penny.stocks.screener - **Data Window:** Analysis based on signals collected up to 2026-05-19 - **Short Description:** AI penny stock screener & OTC trading signals. Find breakout stocks & trends. ## Executive Snapshot Penny Stocks AI Screener Bot is a financial tool designed to help users identify potential trading opportunities within the penny, OTC, and micro-cap stock markets. The app leverages AI-driven analysis and social sentiment tracking to provide real-time market data and custom screening capabilities. ## App DNA (Features & Intent) - **[Standard] AI Penny Stock Screener Bot:** Allows users to filter thousands of stocks across global exchanges using custom presets based on price, volume, and market cap. * *User Intent:* Users value self-expression and personalized experiences. - **[Standard] Reddit Trending Stocks:** Monitors social sentiment by identifying the most-mentioned tickers across various Reddit communities. * *User Intent:* Users seek social connection and competitive engagement with peers. - **[Standard] Hot Movers Dashboard:** Provides real-time alerts for top gainers, top losers, high-volatility stocks, and unusual trading volume. * *User Intent:* Users want timely prompts to stay engaged without missing updates. - **[Standard] Integrated Chart Analysis:** Offers AI-powered chart analysis and TradingView charts directly within the interface. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Monetization Strategy - **Model:** Free ## The "So What?" (Strategic Takeaway) {#so-what} Penny Stocks AI Screener Bot is an established finance app that is completely free. With a 4.57/5 rating from 235 reviews, it shows polarized user reception. > **Bottom Line:** The app functions as a specialized scanner for identifying trends and volatility in the penny and micro-cap stock sectors. **Best for:** Active traders and investors focused on high-volatility, low-priced, and small-cap equities. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.57/5 | | Total Reviews | 235 | | Confidence | Low | | Pricing Model | Free | | Platforms | Android | | Key Features | 4 analyzed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Penny Stocks AI Screener Bot** (this app) | 4.57/5 | N/A | SwiftSoft Apps | | [Polymarket](https://marlvel.ai/intel-report/finance/polymarket) | 3.3/5 | Upset | Polymarket | | [Fidelity Investments](https://marlvel.ai/intel-report/finance/fidelity-investments) | 4.5/5 | Frustrated | Fidelity Investments | | [Webull: Investing & Trading](https://marlvel.ai/intel-report/finance/webull-investing-trading) | 4.6/5 | N/A | Webull Technologies Pte. Ltd. | | [Kalshi: Trade News & Sports](https://marlvel.ai/intel-report/finance/kalshi-trade-news-sports) | 4.7/5 | Excited | KalshiEX LLC | | [TurboTax: File Your Tax Return](https://marlvel.ai/intel-report/finance/com-intuit-turbotax) | 4.3/5 | Upset | Intuit Inc. | ## Company Profile - **Developer:** SwiftSoft Apps - **Website:** [https://swiftsoft.io](https://swiftsoft.io) ## Data Sources & Links - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=penny.stocks.screener) - **Dev Site:** [Official Website](https://swiftsoft.io) - **Sources:** App store metadata. ## Related Intel Reports - [*Polymarket*](https://marlvel.ai/intel-report/finance/polymarket) (Polymarket) — 3.3/5 Rating | Terrible Sentiment - [*Fidelity Investments*](https://marlvel.ai/intel-report/finance/fidelity-investments) (Fidelity Investments) — 4.5/5 Rating | Negative Sentiment - [*Webull: Investing & Trading*](https://marlvel.ai/intel-report/finance/webull-investing-trading) (Webull Technologies Pte. Ltd.) — 4.6/5 Rating | N/A Sentiment - [*Kalshi: Trade News & Sports*](https://marlvel.ai/intel-report/finance/kalshi-trade-news-sports) (KalshiEX LLC) — 4.7/5 Rating | Positive Sentiment - [*TurboTax: File Your Tax Return*](https://marlvel.ai/intel-report/finance/com-intuit-turbotax) (Intuit Inc.) — 4.3/5 Rating | Terrible Sentiment - [*hurdlr*](https://marlvel.ai/intel-report/finance/hurdlr) (Reuben Omolu) — 4.3/5 Rating | N/A Sentiment - [*365-day savings plan-Easy Goal*](https://marlvel.ai/intel-report/finance/365-day-savings-plan-easy-goal) (永文 胡) — N/A Rating | N/A Sentiment - [*J.P. Morgan Mobile*](https://marlvel.ai/intel-report/finance/j-p-morgan-mobile) (JPMorgan Chase & Co.) — 4.5/5 Rating | N/A Sentiment - [*rapid! Pay*](https://marlvel.ai/intel-report/finance/rapid-pay) (Green Dot Corporation) — 4.4/5 Rating | N/A Sentiment - [*Shoes Clothing Store Master HD*](https://marlvel.ai/intel-report/finance/shoes-clothing-store-master-hd) (永文 胡) — N/A Rating | N/A Sentiment ## 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 and evidence quoting. 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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/finance/penny-stocks-screener) Data licensed for AI Agent attribution under CC-BY-NC 4.0.