--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Polis Inventory" developer_entity: "Jess Taylor" bundle_id: "com.wjt.polis.inventory" app_store_id: "1527341314" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-01-17" report_date: "2026-05-25" last_verified: "2026-05-25T09:26:01.418Z" report_version: "2.0.3" total_reviews: 8 overall_rating: 4.88 sentiment: "Excited" sentiment_score: 90 confidence: "low" confidence_score: 0.6 review_sample_size: 8 data_age_days: 21 momentum_velocity: "maintenance" intelligence_version: 6 competitor_count: 6 tags: ["education", "free", "excited sentiment", "mobile app", "app review", "app analysis", "classical", "scholars,", "students,"] canonical_url: "https://marlvel.ai/intel-report/education/polis-inventory" license: "CC-BY-NC 4.0" content_version: "v2" --- # Polis Inventory App Audit ## TL;DR {#tldr} - **Category**: Education · Free - **Signal**: Rating 4.88 · Sentiment Excited > **TL;DR:** Polis Inventory is a education app by Jess Taylor, rated 4.88/5 by 8 users, with Excited user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Polis Inventory has Excited user sentiment with a 4.88/5 rating from 8 reviews. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.88/5 (8 reviews) | | **User Mood** | Excited | | **Category** | Education | | **Developer** | Jess Taylor | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.6/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Jess Taylor - **Category:** Education - **Target Audience:** Classical scholars, students, and researchers interested in the geography and history of Archaic and Classical Greek poleis. - **Platforms:** iOS - **Version Audited:** 2.0.3 - **Audit Date:** 2026-05-25 - **Signal Count:** 8 reviews analyzed - **Confidence:** Low (0.6/1.0) - **App Store ID (iOS):** 1527341314 - **Bundle ID:** com.wjt.polis.inventory - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-05-25 ## Executive Snapshot **What it is:** Polis Inventory is an interactive educational map for iOS that visualizes 1,035 ancient Greek poleis using historical and physical parameters. **Why users hire it:** Researchers and students hire this tool to bridge the gap between print-based archaeological inventories and digital spatial analysis, removing the manual labor of cross-referencing historical data. ## App DNA (Features & Intent) - **[Differentiator] Interactive Map Visualization:** Displays 1,035 ancient Greek poleis as map annotations with dynamic zoom-based density - **[Differentiator] Historical Parameter Filtering:** Filters dataset using 15 physical and historical parameters with multi-button range selectors * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] GeoJSON Data Export:** Copies full polis dataset to clipboard in GeoJSON format for external use ## Market Position {#market-position} Polis Inventory occupies a specialized academic niche in the Education category, maintaining a 4.87 rating across 8 reviews. Its lack of monetization and focus on specific archaeological datasets signals a utility-first position rather than a mass-market play. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all features, Optional voluntary tips - **Analysis:** The app operates as a free, non-monetized educational tool with voluntary support via a tip jar. ## 🟢 User Sentiment (Low Confidence: 8 reviews) {#user-sentiment} - **Overall Rating:** 4.88/5 - **Platform Split:** iOS 4.9/5 (8 ratings) - **Overall Sentiment:** Excited ## SWOT Analysis {#swot} **Core Strengths:** - Dataset integrity via Stanford-managed source material - GeoJSON export enables professional research workflows **Critical Frictions:** - Zero community-driven retention loops - Static 2D map format lacks immersive engagement **Growth Levers:** - Integration of location-aware discovery features - Institutional partnerships for educational curriculum use **Market Threats:** - Short-form historical content apps capturing casual interest - AR-native competitors eroding static reference tool appeal ## Recent Changes (v5 → v6) {#recent-changes} The product strategy shifted from internal data documentation to external feature parity with location-aware competitors. **Overall trend**: Stable **Compared at**: 2026-05-25 ### High-impact changes - **[Shifted] Roadmap Priority Shift** (positioning) — PM action items moved from 'Ship a data dictionary' to 'Ship location-aware discovery features' to address session frequency gaps. ### Medium-impact changes - **[Shifted] SWOT Analysis Update** (swot) — Strengths updated from 'Specialized HN Inventory dataset' to 'Dataset integrity via Stanford-managed source material'; weaknesses updated from 'Lack of data dictionary' to 'Static 2D map format lacks immersive engagement'. - **[Improved] Review Volume Increase** (sentiment) — Total review count increased from 5 to 8. ## What's New - **Latest (v1.2, 5 years ago):** Added Barrington Atlas map numbers and updated compatibility for iOS 14. ## App Momentum (Maintenance) {#momentum} - Maintained stable academic dataset. - Last major release Jan 2026. > **Cadence:** 5 total versions · 1 majors in last 6 months · 128 days since last update · 29 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Polis Inventory is a market-leading education app that is completely free. With a 4.88/5 rating from 8 reviews, it delivers strong user satisfaction. > **Bottom Line:** Polis Inventory succeeds as a high-fidelity reference tool for scholars, but its static nature limits long-term retention compared to gamified or AR-based rivals, so the PM should prioritize adding location-aware discovery to capture casual interest. **Best for:** Classical scholars, students, and researchers interested in the geography and history of Archaic and Classical Greek poleis. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [MEDIUM IMPACT] Ship location-aware discovery features because competitors like Time Traveler use geography to drive engagement → increase session frequency. — *Competitor analysis shows location-aware discovery is a key differentiator for new entrants in the history education space.* _(trade-off: deprioritize Pause the UI design refresh for the filter menu — current filters are functional for the core academic user base.)_ ### Feature Gaps vs Competitors - AR-based monument visualization (available in Kinfolk) - Gamified quiz modules (available in Japanese History Quiz) - Location-aware event discovery (available in Time Traveler) ### Outlook: Stable The history education market is shifting toward immersive and bite-sized content, which leaves static reference apps like Polis Inventory exposed. The PM must transition from a pure reference tool to an interactive discovery platform to maintain relevance against modern, high-retention competitors. - ⚪ The app maintains a stable, high-utility academic focus, but the lack of feature updates suggests a maintenance-mode posture relative to active competitors. - 🔴 The rise of short-form historical content apps like WikiTok pulls casual attention away from static reference tools, increasing long-term churn risk. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.88/5 | | Total Reviews | 8 | | Sentiment | Excited (90/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Polis Inventory** (this app) | 4.88/5 | Excited | Jess Taylor | | [Pharaoh Finder](https://marlvel.ai/intel-report/education/pharaoh-finder) | 5.0/5 | Thrilled | Aviametrix, LLC | | [WikiTok: On This Day History](https://marlvel.ai/intel-report/reference/wikitok-on-this-day-history) | N/A/5 | N/A | samet bilgin | | [Time Traveler](https://marlvel.ai/intel-report/education/time-traveler) | N/A/5 | N/A | Blumoon | | [Kinfolk](https://marlvel.ai/intel-report/education/kinfolk) | 4.7/5 | Excited | Kinfolk Tech Foundation | | [AR Globe - David Rumsey Maps](https://marlvel.ai/intel-report/education/ar-globe-david-rumsey-maps) | 4.7/5 | N/A | David Rumsey | ## Company Profile - **Developer:** Jess Taylor - **Website:** [https://odysseymaps.io/polis-inventory/](https://odysseymaps.io/polis-inventory/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/polis-inventory/id1527341314?uo=4) - **Dev Site:** [Official Website](https://odysseymaps.io/polis-inventory/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Pharaoh Finder*](https://marlvel.ai/intel-report/education/pharaoh-finder) (Aviametrix, LLC) — 5.0/5 Rating | Excellent Sentiment - [*WikiTok: On This Day History*](https://marlvel.ai/intel-report/reference/wikitok-on-this-day-history) (samet bilgin) — N/A Rating | N/A Sentiment - [*Time Traveler*](https://marlvel.ai/intel-report/education/time-traveler) (Blumoon) — N/A Rating | N/A Sentiment - [*Kinfolk*](https://marlvel.ai/intel-report/education/kinfolk) (Kinfolk Tech Foundation) — 4.7/5 Rating | Positive Sentiment - [*AR Globe - David Rumsey Maps*](https://marlvel.ai/intel-report/education/ar-globe-david-rumsey-maps) (David Rumsey) — 4.7/5 Rating | N/A Sentiment - [*日本の歴史クイズ - 日本史 一問一答*](https://marlvel.ai/intel-report/education/jp-co-gakkonet-quizbasicnihonshi2) (StudySwitch, Inc.) — 4.3/5 Rating | N/A Sentiment - [*Flashcards maker - AI generate*](https://marlvel.ai/intel-report/education/flashcards-maker-ai-generate) (Teleprompter LLC) — 4.1/5 Rating | Mixed Sentiment - [*AlgoApp - Flashcards*](https://marlvel.ai/intel-report/education/algoapp-flashcards) (AlgoApp Inc) — 4.6/5 Rating | Mixed Sentiment - [*Flash Cards Flashcards Maker*](https://marlvel.ai/intel-report/education/flash-cards-flashcards-maker) (Infinite Wave Media, LLC) — 4.0/5 Rating | Mixed Sentiment - [*Peak - Brain Training*](https://marlvel.ai/intel-report/education/peak-brain-training) (Synaptic Labs) — 4.7/5 Rating | Mixed 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:** 0.6/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 8 - **Data Sources:** user reviews, developer website, company about page, 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/education/polis-inventory) Data licensed for AI Agent attribution under CC-BY-NC 4.0.