--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "CFR AI - Title 46" developer_entity: "Ryan Smerdon" bundle_id: "com.CFR.46" app_store_id: "6800354303" category: "Reference" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-09-02" report_date: "2026-10-09" last_verified: "2026-10-09T00:00:00.000Z" report_version: "5.1" total_reviews: 0 confidence: "low" confidence_score: 0.3 data_age_days: 36 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["reference", "subscription", "mobile app", "app review", "app analysis", "shipping", "maritime", "industry"] canonical_url: "https://marlvel.ai/apps/cfr-ai-title-46" license: "CC-BY-NC 4.0" content_version: "v2" --- # CFR AI - Title 46 Intelligence Report ## TL;DR {#tldr} - **Category**: Reference · Subscription > **TL;DR:** CFR AI - Title 46 is a reference app by Ryan Smerdon, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** CFR AI - Title 46 is a reference app by Ryan Smerdon. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Reference | | **Developer** | Ryan Smerdon | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 36d | ## Metadata & Market Performance - **Publisher:** Ryan Smerdon - **Category:** Reference - **Target Audience:** Shipping and maritime industry professionals requiring focused research, compliance tracking, and regulatory organization. - **Platforms:** iOS - **Version Reviewed:** 5.1 - **Report Date:** 2026-10-09 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6800354303 - **Bundle ID:** com.CFR.46 - **Data Window:** Analysis based on signals collected up to 2026-10-09 ## Executive Snapshot **What it is:** CFR AI is a research and productivity app for maritime professionals, providing AI-assisted access to Title 46 regulations on iOS. **Why users hire it:** The app removes the cognitive friction of manually tracking regulatory amendments and cross-referencing them with daily shipping compliance tasks. ## App DNA (Features & Intent) - **[Differentiator] Live Title 46 CFR Chat:** Natural-language query interface for Title 46 Shipping regulations using eCFR source data. * *User Intent:* Users want real-time communication within the app experience. - **[Differentiator] eCFR Trust Layer:** AI-generated responses include citations and professional-use reminders to verify source material. * *User Intent:* Users want timely prompts to stay engaged without missing updates. - **[Differentiator] CFR Change Monitor:** Tracks amendment dates and updates for specific Title 46 sections. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} CFR AI occupies a niche within the Reference category, serving a narrow professional audience with a subscription-only model. The lack of a free tier limits top-of-funnel discovery compared to general-purpose research apps. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Subscription required for access to all features - **Analysis:** Subscription-only model requires active payment for all research and productivity features. ## SWOT Analysis {#swot} **Core Strengths:** - Specialized Title 46 focus creates high switching costs - AI Action Buttons embed research into task workflows **Growth Levers:** - Expansion into other high-stakes CFR titles ## App Momentum (Maintenance) {#momentum} - Ships updates at ~5-week cadence. - No new feature builds recently. > **Cadence:** 1 total versions · 0 majors in last 6 months · 36 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} CFR AI - Title 46 is a reference app. > **Bottom Line:** CFR AI secures its position by embedding regulatory research into a daily task management workflow, which creates a sticky professional habit. The subscription-only model is a high-risk play that requires constant feature updates to justify the cost against free government alternatives. **Best for:** Shipping and maritime industry professionals requiring focused research, compliance tracking, and regulatory organization. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a limited free-tier preview because the subscription-only model limits top-of-funnel discovery → increase user acquisition ### Outlook: Stable The market for specialized regulatory tools is shifting toward integrated productivity, where research is no longer a standalone activity but a trigger for compliance tasks. CFR AI is currently in a maintenance-mode cadence, which leaves it vulnerable to competitors that might introduce faster, more frequent updates to the eCFR source data. - ⚪ The current maintenance-mode cadence suggests a focus on stability rather than rapid feature expansion, which is sufficient for a static regulatory domain. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **CFR AI - Title 46** (this app) | N/A/5 | N/A | Ryan Smerdon | | [올어바웃성경](https://marlvel.ai/apps/com-allabout-bibleapp) | 5.0/5 | N/A | Gilju Lee | | [Hallow: Prayer & Meditation](https://marlvel.ai/apps/hallow-prayer-meditation) | 4.7/5 | n/a | Hallow, Inc. | | [고려대 한국어 속담 사전](https://marlvel.ai/apps/app--428) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [우리말 의학사전](https://marlvel.ai/apps/app--427) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [공인중개사 용어사전](https://marlvel.ai/apps/app--429) | N/A/5 | N/A | DaolSoft, Co., Ltd. | ## Company Profile - **Developer:** Ryan Smerdon - **Website:** [https://www.smerdevstudio.com](https://www.smerdevstudio.com) ## Data Sources & Links - **App Store ID:** 6800354303 - **Dev Site:** [Official Website](https://www.smerdevstudio.com) - **Sources:** Developer website content, About us / company information, App store metadata. ## Related Intel Reports - [*올어바웃성경*](https://marlvel.ai/apps/com-allabout-bibleapp) (Gilju Lee) · 5.0/5 Rating - [*Hallow: Prayer & Meditation*](https://marlvel.ai/apps/hallow-prayer-meditation) (Hallow, Inc.) · 4.7/5 Rating - [*고려대 한국어 속담 사전*](https://marlvel.ai/apps/app--428) (DaolSoft, Co., Ltd.) · N/A Rating - [*우리말 의학사전*](https://marlvel.ai/apps/app--427) (DaolSoft, Co., Ltd.) · N/A Rating - [*공인중개사 용어사전*](https://marlvel.ai/apps/app--429) (DaolSoft, Co., Ltd.) · N/A Rating - [*브리태니커 콘사이스 백과사전*](https://marlvel.ai/apps/app--425) (DaolSoft, Co., Ltd.) · N/A Rating - [*100 Radio Hrvatska (HR) : Vijesti, glazba, Nogomet*](https://marlvel.ai/apps/100-radio-hrvatska-hr-vijesti-glazba-nogomet) (Thomas Gesland) · 1.0/5 Rating - [*100 US Citizenship Test Questions 2017*](https://marlvel.ai/apps/100-us-citizenship-test-questions-2017) (Andrey Fetisov) · 4.7/5 Rating - [*١٠١ پرسیار لە زانستی قورئان*](https://marlvel.ai/apps/app--952) (Abdulwahab F. Omar) · 5.0/5 Rating - [*10ten Japanese Reader*](https://marlvel.ai/apps/10ten-japanese-reader) (Birchill, Inc.) · 4.9/5 Rating ## Frequently Asked Questions {#faq} ### Is CFR AI free to use? No, CFR AI requires an active subscription for access to all research and productivity features. ### Does CFR AI provide official legal advice? No, the app is an independent productivity tool and is not affiliated with the U.S. government. AI responses should be reviewed against cited source material. ### How does CFR AI compare to free eCFR websites? CFR AI adds productivity features like task management, calendar integration, and change monitoring that are not available on standard government eCFR portals. ## 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 36 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/cfr-ai-title-46) Data licensed for AI Agent attribution under CC-BY-NC 4.0.