--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Tree Bites: Free Food Finder" developer_entity: "Amy Key" bundle_id: "com.stanford.TreeBites" app_store_id: "6755876990" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-01-08" report_date: "2026-10-08" last_verified: "2026-10-08T00:00:00.000Z" report_version: "1.0" total_reviews: 2 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "low" confidence_score: 0.3 top_praise_theme: "The academic community at Stanford finds the current feature set fills a long-standing void in their daily workflow" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 32 momentum_velocity: "zombie" intelligence_version: 2 tags: ["food & drink", "free", "thrilled sentiment", "mobile app", "app review", "app analysis", "stanford", "university", "students"] canonical_url: "https://marlvel.ai/apps/tree-bites-free-food-finder" license: "CC-BY-NC 4.0" content_version: "v2" --- # Tree Bites: Free Food Finder Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Free - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: The academic community at Stanford finds the current feature set fills a long-standing void in their daily workflow (top praise) > **TL;DR:** Tree Bites: Free Food Finder is a food & drink app by Amy Key, rated 5/5 by 2 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Tree Bites: Free Food Finder maintains Thrilled user sentiment (5/5 from 2 reviews), with users consistently praising the academic community at stanford finds the current feature set fills a long-standing void in their daily workflow. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (2 reviews) | | **User Mood** | Thrilled | | **Category** | Food & Drink | | **Developer** | Amy Key | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 32d | ## Metadata & Market Performance - **Publisher:** Amy Key - **Category:** Food & Drink - **Target Audience:** Stanford University students looking to find free food from campus events. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-10-08 - **Signal Count:** 1 review analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6755876990 - **Bundle ID:** com.stanford.TreeBites - **Data Window:** Analysis based on signals collected up to 2026-10-08 ## Executive Snapshot **What it is:** Tree Bites is a location-based mobile app for Stanford students to discover free food from campus events. **Why users hire it:** It removes the friction of finding event leftovers, which previously required manual searching or fragmented communication. ## App DNA (Features & Intent) - **[Differentiator] Live Map with Pulsing Pins:** Real-time visualization of available food locations on a campus map. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Dietary Filtering:** Search filters for specific dietary needs including vegan, halal, and gluten-free. * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] Quantity and Perishability Tracking:** Status badges and portion dials to indicate urgency and remaining food volume. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} Tree Bites occupies a niche position as a campus-specific utility. With a 5.0 rating on the App Store, it serves a highly localized audience, though the lack of updates since January 2026 signals a maintenance-only posture. ## Monetization Strategy - **Model:** Free - **Tiers:** Completely free for all users - **Analysis:** The app operates as a free community utility with no visible monetization or paid tiers. ## 🟢 User Sentiment (Low Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (2 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **The academic community at Stanford finds the current feature set fills a long-standing void in their daily workflow** ## SWOT Analysis {#swot} **Core Strengths:** - Live map interface provides immediate visual utility - Quantity and perishability badges prevent wasted trips - Dietary filtering reduces search friction **Growth Levers:** - Expand community posting tools to increase food supply ## App Momentum (Zombie) {#momentum} - Dormant for 9 months - Last major release January 2026 > **Cadence:** 1 total versions · 0 majors in last 6 months · 273 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Tree Bites: Free Food Finder is a food & drink app that is completely free. It holds a 5/5 rating from 2 reviews. > **Bottom Line:** Tree Bites provides a clear utility for the Stanford community, but the lack of updates since early 2026 threatens its long-term viability. Maintaining basic stability is the priority to ensure the app remains functional for its core user base. **Best for:** Stanford University students looking to find free food from campus events. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit current stability because the app has been silent for 9 months → ensure basic functionality remains intact ### Outlook: Mixed The outlook for Tree Bites is tied to its status as a static community tool. While the current utility is high, the lack of recent development activity means the app is vulnerable to any platform-level changes that could break its core functionality. - 🔴 The 9-month development silence suggests the app is in maintenance mode, which risks long-term user trust as campus needs evolve. - 🟢 The high initial rating indicates the current feature set successfully solves the core problem for the Stanford student population. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 2 | | Sentiment | Thrilled (90/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Tree Bites: Free Food Finder** (this app) | 5/5 | Thrilled | Amy Key | | [소박한 한 그릇](https://marlvel.ai/apps/app--426) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [알토란 레시피 - 요리 반찬 레시피](https://marlvel.ai/apps/woodisw-com-altrecipe) | N/A/5 | N/A | WoodiSW | | [メニュー](https://marlvel.ai/apps/app--677) | N/A/5 | N/A | Satoshi Sato | | [캐시모어](https://marlvel.ai/apps/com-bridgeworks-ios-cashmore) | 4.6/5 | N/A | bridgeworks | | [푸드트래블-푸블페이](https://marlvel.ai/apps/com-membership-foodtravel) | 1.3/5 | N/A | Flexday | ## Company Profile - **Developer:** Amy Key ## Data Sources & Links - **App Store ID:** 6755876990 - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*소박한 한 그릇*](https://marlvel.ai/apps/app--426) (DaolSoft, Co., Ltd.) · N/A Rating - [*알토란 레시피 - 요리 반찬 레시피*](https://marlvel.ai/apps/woodisw-com-altrecipe) (WoodiSW) · N/A Rating - [*メニュー*](https://marlvel.ai/apps/app--677) (Satoshi Sato) · N/A Rating - [*캐시모어*](https://marlvel.ai/apps/com-bridgeworks-ios-cashmore) (bridgeworks) · 4.6/5 Rating - [*푸드트래블-푸블페이*](https://marlvel.ai/apps/com-membership-foodtravel) (Flexday) · 1.3/5 Rating - [*マイ・レシピ*](https://marlvel.ai/apps/app--689) (Satoshi Sato) · N/A Rating - [*ジョイフルアプリ*](https://marlvel.ai/apps/jp-co-unerry-bbcouponappjoyfull) (UNERRY,INC.) · 3.5/5 Rating - [*フレスタネットスーパーアプリ*](https://marlvel.ai/apps/jp-stailer-fresta) (10X, Inc.) · 4.3/5 Rating - [*100 Lebanese Recipes*](https://marlvel.ai/apps/com-lebguide-100lebaneserecipes) (LebGuide.com) · 4.7/5 Rating - [*100 лучших рецептов Mom Story*](https://marlvel.ai/apps/com-momstory) (Viktoriia Urmach) · 4.9/5 Rating ## Frequently Asked Questions {#faq} ### Is Tree Bites available for students outside of Stanford? No, Tree Bites is designed specifically for the Stanford community, as noted in the app requirements. ### Does Tree Bites charge a fee to find food? No, Tree Bites is a completely free utility for all users with no paid tiers or monetization. ### How do I know if the food listed is still available? Tree Bites uses quantity dials and perishability badges to indicate how much food remains and how urgent the pickup is, helping you decide if the trip is worth it. ## 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:** 1 - **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:** 32 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/tree-bites-free-food-finder) Data licensed for AI Agent attribution under CC-BY-NC 4.0.