--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Deep Search AI: Spokeo Finder" developer_entity: "Neo Stack Private Limited" bundle_id: "com.neostack.ai.deepsearches" app_store_id: "6759814044" category: "Productivity" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-27" report_date: "2026-05-14" last_verified: "2026-05-14T19:38:44.523Z" report_version: "1.2" total_reviews: 2 overall_rating: 3 sentiment: "Mixed" sentiment_score: 50 confidence: "low" confidence_score: 0.3 review_sample_size: 2 data_age_days: 26 momentum_velocity: "maintenance" intelligence_version: 3 competitor_count: 6 tags: ["productivity", "subscription", "mixed sentiment", "mobile app", "app review", "app analysis", "shoppers,", "researchers,", "professionals"] canonical_url: "https://marlvel.ai/intel-report/productivity/deep-search-ai-spokeo-finder" license: "CC-BY-NC 4.0" content_version: "v2" --- # Deep Search AI: Spokeo Finder App Audit ## TL;DR {#tldr} - **Category**: Productivity ยท Subscription - **Signal**: Rating 3 ยท Sentiment Mixed > **TL;DR:** Deep Search AI: Spokeo Finder is a productivity app by Neo Stack Private Limited, rated 3/5 by 2 users, with Mixed user sentiment (50/100), available on iOS. > > **Marlvel.ai App Intelligence** โ€” Independent analysis. US Market. No publisher influence. > **Key Insight:** Deep Search AI: Spokeo Finder has Mixed user sentiment with a 3/5 rating from 2 reviews. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3/5 (2 reviews) | | **User Mood** | Mixed | | **Category** | Productivity | | **Developer** | Neo Stack Private Limited | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Neo Stack Private Limited - **Category:** Productivity - **Target Audience:** Shoppers, researchers, and professionals requiring rapid access to public web data. - **Platforms:** iOS - **Version Audited:** 1.2 - **Audit Date:** 2026-05-14 - **Signal Count:** 2 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6759814044 - **Bundle ID:** com.neostack.ai.deepsearches - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-05-14 ## Executive Snapshot **What it is:** Deep Search AI: Spokeo Finder is a productivity app for people search, reverse image lookup, and price comparison on iOS. **Why users hire it:** Users hire this app to consolidate fragmented web searches into a single interface, saving time on manual information gathering. ## App DNA (Features & Intent) - **[Standard] Person Search & People Finder:** AI-assisted lookup tool that aggregates public web information by name or detail * *User Intent:* Users want to quickly find relevant content or features. - **[Standard] Reverse Image Search:** Visual lookup tool to identify people, objects, or locations from uploaded images * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] AI Price Comparison:** Automated product price checking across multiple online stores * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} The app maintains a 3.0 rating on the iOS platform with limited review volume. The reliance on a subscription model for general web search results creates friction against free browser-based alternatives. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with limited access, Premium subscription for unlimited access - **Analysis:** Subscription model gates core utility features to drive conversion from free users. ## ๐ŸŸก User Sentiment (Low Confidence: 2 reviews) {#user-sentiment} - **Overall Rating:** 3/5 - **Platform Split:** iOS 3.0/5 (2 ratings) - **Overall Sentiment:** Mixed ## SWOT Analysis {#swot} **Core Strengths:** - Unified interface aggregates multi-source web data - AI-assisted price comparison provides immediate value **Critical Frictions:** - Subscription model gates basic search functionality - No proprietary data access limits investigative depth - 3.0 rating indicates poor user experience **Growth Levers:** - Integrate niche vertical data sets - Expand into professional research tools **Market Threats:** - Vertical-specific search apps offer deeper data - Standard web browsers provide free alternatives ## Recent Changes (v2 โ†’ v3) {#recent-changes} The app transitioned from a failing general-purpose search tool to a niche discovery aggregator, reflected in a sentiment improvement and a complete overhaul of the competitive landscape. **Overall trend**: Mixed **Compared at**: 2026-05-14 ### High-impact changes - **[Improved] Sentiment score recovery** (sentiment) โ€” Overall sentiment improved from 'terrible' to 'mixed', with the sentiment score increasing from 10 to 50. - **[Shifted] Strategic pivot to freemium** (positioning) โ€” PM action items shifted from rebuilding the core search engine to prioritizing a freemium conversion strategy to lower barriers to entry. ### Medium-impact changes - **[Shifted] SWOT analysis update** (swot) โ€” Weaknesses now include the lack of proprietary data and the 3.0 rating, while opportunities shifted to focus on niche vertical data sets. - **[Shifted] Competitive landscape overhaul** (positioning) โ€” The competitive set was replaced, moving away from major incumbents like TruthFinder to specialized discovery apps like Worth It AI and Vin for Car Sale. ## What's New - **Latest (v1.2, 2 weeks ago):** General performance and user experience improvements. ## App Momentum (Maintenance) {#momentum} - Released initial version in April 2026. - Ships updates to refine search results. > **Cadence:** 1 total versions ยท 0 majors in last 6 months ยท 17 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Deep Search AI: Spokeo Finder is an established productivity app that is available. With a 3/5 rating from 2 reviews, it shows polarized user reception. > **Bottom Line:** The app provides a convenient interface for web discovery, but its subscription-gated model struggles against free browser alternatives, so the PM should prioritize a freemium conversion strategy to build a user base. **Best for:** Shoppers, researchers, and professionals requiring rapid access to public web data. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] [HIGH IMPACT] Pivot subscription model to include free daily searches because current gating prevents user acquisition โ†’ increase active user base โ€” *The app lacks a proprietary data moat, making the current subscription gate a high barrier for new users.* _(trade-off: deprioritize Delay the development of new search engines to focus on funnel conversion.)_ ### Feature Gaps vs Competitors - Luxury fake detection (available in Worth It AI but absent here) - Automotive-specific data sets (available in Vin for Car Sale but absent here) ### Outlook: Mixed The investigative search market is consolidating around apps with proprietary data sets, leaving general-purpose aggregators like this one exposed. The PM must transition from a general search tool to a specialized research utility to survive the competitive pressure. - ๐Ÿ”ด Low review volume and average ratings suggest the current value proposition fails to retain users against free web alternatives. - โšช The app maintains a consistent update cadence, indicating active development rather than maintenance mode. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3/5 | | Total Reviews | 2 | | Sentiment | Mixed (50/100) | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Deep Search AI: Spokeo Finder** (this app) | 3/5 | Mixed | Neo Stack Private Limited | | [TapCrypter](https://marlvel.ai/intel-report/utilities/tapcrypter) | 1.0/5 | N/A | ็ขง็ ๅˆ˜ | | [Vin for Car Sale](https://marlvel.ai/intel-report/utilities/vin-for-car-sale) | 4.0/5 | N/A | Biographics Consultoria e Design LTDA | | [MyBill Decoder](https://marlvel.ai/intel-report/lifestyle/mybill-decoder) | N/A/5 | N/A | CHEAH Wen Feng | | [Hidden Camera Finder: Anti Spy](https://marlvel.ai/intel-report/utilities/hidden-camera-finder-anti-spy) | N/A/5 | N/A | TRUE APPS TECHNOLOGIES | | [GO! Wash](https://marlvel.ai/intel-report/business/go-wash) | 3.6/5 | Mixed | GO! Wash | ## Company Profile - **Developer:** Neo Stack Private Limited ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/deep-search-ai-spokeo-finder/id6759814044?uo=4) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*TapCrypter*](https://marlvel.ai/intel-report/utilities/tapcrypter) (็ขง็ ๅˆ˜) โ€” 1.0/5 Rating | N/A Sentiment - [*Vin for Car Sale*](https://marlvel.ai/intel-report/utilities/vin-for-car-sale) (Biographics Consultoria e Design LTDA) โ€” 4.0/5 Rating | N/A Sentiment - [*MyBill Decoder*](https://marlvel.ai/intel-report/lifestyle/mybill-decoder) (CHEAH Wen Feng) โ€” N/A Rating | N/A Sentiment - [*Hidden Camera Finder: Anti Spy*](https://marlvel.ai/intel-report/utilities/hidden-camera-finder-anti-spy) (TRUE APPS TECHNOLOGIES) โ€” N/A Rating | N/A Sentiment - [*GO! Wash*](https://marlvel.ai/intel-report/business/go-wash) (GO! Wash) โ€” 3.6/5 Rating | Mixed Sentiment - [*Worth It AI: Price Scanner*](https://marlvel.ai/intel-report/reference/com-worthitai-app) (Innera Labs LLC) โ€” 4.8/5 Rating | Negative Sentiment - [*Mitsu: AI Life Coach*](https://marlvel.ai/intel-report/productivity/mitsu-ai-life-coach) (C2 Insights) โ€” N/A Rating | N/A Sentiment - [*Pattrn - Discipline Tracker*](https://marlvel.ai/intel-report/productivity/pattrn-discipline-tracker) (Pedro Schott) โ€” 4.8/5 Rating | Positive Sentiment - [*ChatGPT*](https://marlvel.ai/intel-report/productivity/chatgpt) (OpenAI OpCo, LLC) โ€” 4.8/5 Rating | Mixed Sentiment - [*Whats In The Box*](https://marlvel.ai/intel-report/productivity/com-asp-whatsinthebox) (Arron Penfold) โ€” 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** โ€” 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** โ€” 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** โ€” 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** โ€” 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** โ€” 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 2 - **Data Sources:** user reviews, 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 --- ยฉ 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/productivity/deep-search-ai-spokeo-finder) Data licensed for AI Agent attribution under CC-BY-NC 4.0.