--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Seed Oil Tracker" developer_entity: "Jared Smith" bundle_id: "com.jaredsmith.pufa" app_store_id: "6770350258" google_play_id: "com.seedoiltracker.app" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-09-07" report_date: "2026-09-12" last_verified: "2026-09-12T00:00:00.000Z" report_version: "1.6.0" total_reviews: 4 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.45 top_praise_theme: "Voice-activated data tracking allows users to log meals and check cooking oil grades without manual input" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 24 momentum_velocity: "steady" intelligence_version: 2 tags: ["health & fitness", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "individuals", "following", "carnivore,"] canonical_url: "https://marlvel.ai/apps/seed-oil-tracker" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- # Seed Oil Tracker Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: Voice-activated data tracking allows users to log meals and check cooking oil grades without manual input (top praise) > **TL;DR:** Seed Oil Tracker is a health & fitness app by Jared Smith, rated 5/5 by 4 users, with Thrilled user sentiment (90/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Seed Oil Tracker maintains Thrilled user sentiment (5/5 from 4 reviews), with users consistently praising voice-activated data tracking allows users to log meals and check cooking oil grades without manual input. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (4 reviews) | | **User Mood** | Thrilled | | **Category** | Health & Fitness | | **Developer** | Jared Smith | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 24d | ## Metadata & Market Performance - **Publisher:** Jared Smith - **Category:** Health & Fitness - **Target Audience:** Individuals following carnivore, ancestral, keto, or Ray Peat-inspired diets who prioritize avoiding seed oils. - **Platforms:** iOS & Android - **Version Reviewed:** 1.6.0 - **Report Date:** 2026-09-12 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6770350258 - **Bundle ID:** com.jaredsmith.pufa - **Google Play ID:** com.seedoiltracker.app - **Data Window:** Analysis based on signals collected up to 2026-09-12 ## Executive Snapshot **What it is:** Seed Oil Tracker is a dietary utility for identifying seed oils in restaurant and grocery food, available on iOS and Android. **Why users hire it:** The app removes the cognitive load of researching complex ingredient lists, allowing users to maintain strict dietary adherence without manual data entry. ## App DNA (Features & Intent) - **[Differentiator] PUFA Estimation Engine:** Calculates polyunsaturated fat totals for 50,000+ foods and 500+ restaurant chains. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Grocery Barcode Scanner:** Parses ingredient lists for seed oils across 11,000+ grocery items. - **[Standard] Voice Integration:** Supports Siri and Google Assistant for meal logging and data queries. ## Market Position {#market-position} Seed Oil Tracker occupies a niche within the Health & Fitness category, focusing on PUFA-specific tracking rather than general calorie counting. The lack of Android ratings compared to the established iOS presence suggests a significant opportunity to capture the non-Apple health segment. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free: chain lookups, meal logging, community reading, Premium: advanced search, ordering guides, community posting - **Analysis:** Freemium model gates advanced discovery tools and social participation behind a subscription to monetize power users. ## 🟢 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (4 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Voice-activated data tracking allows users to log meals and check cooking oil grades without manual input** ## SWOT Analysis {#swot} **Core Strengths:** - PUFA estimation engine anchors daily usage via personalized dietary goal tracking - Voice-activated logging reduces friction for meal entry, increasing session frequency - Grocery barcode scanner expands utility beyond restaurants into daily shopping habits **Growth Levers:** - Localized ordering guides could serve as a high-value lead magnet for non-subscribers - Community forum participation could be incentivized through free-tier limited posting ## What's New - **Latest (v1.6.0, 6 days ago):** Added voice-activated food logging and Seed Oil Tracker search via Google Assistant. ## App Momentum (Steady) {#momentum} - Shipped voice-activated food logging. - Integrated Siri and Google Assistant queries. - Maintains steady monthly release cadence. > **Cadence:** 2 total versions · 1 majors in last 6 months · 6 days since last update · 29 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Seed Oil Tracker is a health & fitness app that is free with in-app purchases. It holds a 5/5 rating from 4 reviews. > **Bottom Line:** Seed Oil Tracker successfully anchors users through specialized PUFA data, but the lack of Android traction threatens long-term growth. Prioritizing platform parity will unlock the broader health-conscious market and reduce reliance on the iOS user base. **Best for:** Individuals following carnivore, ancestral, keto, or Ray Peat-inspired diets who prioritize avoiding seed oils. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship Android-specific onboarding flow because Android ratings are currently absent → increase user acquisition ### Outlook: Stable The specialized nutrition market is shifting toward high-friction, data-heavy tracking, and Seed Oil Tracker is well-positioned to lead this segment by reducing manual input. Continued investment in voice-based logging will likely sustain retention, provided the developer addresses the current Android adoption gap. - 🟢 The latest release added voice-activated logging, which increases session frequency and reinforces the daily habit loop for health-conscious users. - ⚪ The steady release cadence of two updates in the last month demonstrates active feature investment rather than maintenance-mode stagnation. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 4 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Seed Oil Tracker** (this app) | 5/5 | Thrilled | Jared Smith | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | n/a | Grow Labs LLC | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | n/a | Strava, Inc. | | [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | | [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | n/a | Viral App Developement LLC | ## Company Profile - **Developer:** Jared Smith - **Website:** [https://seedoiltracker.com](https://seedoiltracker.com) - **Social:** [Instagram](https://instagram.com/SeedOilTracker) · [X/Twitter](https://twitter.com/SeedOilTracker) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/seed-oil-tracker/id6770350258?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.seedoiltracker.app&hl=en&gl=us) - **Dev Site:** [Official Website](https://seedoiltracker.com) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) · 4.7/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) · 4.7/5 Rating - [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) · 4.0/5 Rating - [*Avatran Soul*](https://marlvel.ai/apps/avatran-soul) (Avatran GmbH) · N/A Rating - [*Bubblic: Connect with people.*](https://marlvel.ai/apps/bubblic-connect-with-people) (Bubblic Inc.) · 4.6/5 Rating | Excellent Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) · 4.7/5 Rating | Positive Sentiment - [*Holoholo: Daily Memories*](https://marlvel.ai/apps/holoholo-daily-memories) (For Pedestrians LLC.) · 4.4/5 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **Data Sources:** user reviews, developer website, 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:** 24 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/seed-oil-tracker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.