--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "FridgeCook AI - Recipe Finder" developer_entity: "Tomohito Kii" bundle_id: "meal-ai" app_store_id: "6756927748" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-10-24" report_date: "2026-11-07" last_verified: "2026-11-07T00:00:00.000Z" report_version: "2.0.22" total_reviews: 0 confidence: "low" confidence_score: 0.2 data_age_days: 2 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["food & drink", "freemium", "mobile app", "app review", "app analysis", "cooks", "looking", "reduce"] canonical_url: "https://marlvel.ai/apps/fridgecook-ai-recipe-finder-1" license: "CC-BY-NC 4.0" content_version: "v2" --- # FridgeCook AI - Recipe Finder Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Freemium > **TL;DR:** FridgeCook AI - Recipe Finder is a food & drink app by Tomohito Kii, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** FridgeCook AI - Recipe Finder is a food & drink app by Tomohito Kii. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Food & Drink | | **Developer** | Tomohito Kii | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.2/1.0) | | **Data Age** | 2d | ## Metadata & Market Performance - **Publisher:** Tomohito Kii - **Category:** Food & Drink - **Target Audience:** Home cooks looking to reduce food waste and simplify meal planning using existing pantry ingredients. - **Platforms:** iOS - **Version Reviewed:** 2.0.22 - **Report Date:** 2026-11-07 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.2/1.0) - **App Store ID (iOS):** 6756927748 - **Bundle ID:** meal-ai - **Data Window:** Analysis based on signals collected up to 2026-11-07 ## Executive Snapshot **What it is:** FridgeCook AI is a recipe finder app for iOS that uses computer vision to generate meal suggestions from fridge inventory photos. **Why users hire it:** It removes the cognitive load of meal planning by surfacing recipes based on existing pantry items, which displaces the need for manual ingredient searching. ## App DNA (Features & Intent) - **[Differentiator] AI Ingredient Recognition:** Computer vision identifies food items from a single photo, driving conversion to Premium by limiting free users to three analyses daily. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] Recipe Generation:** Generates instructions from identified ingredients without a fixed catalog, serving as a retention lever for daily session growth. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Standard] Meal Planning Calendar:** Tracks historical meal data to prevent repetitive planning, increasing time spent in-app to expand ad-inventory. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} FridgeCook AI operates in the Food & Drink category with a focus on utility-driven waste reduction. The current maintenance-only release cadence (latest update 14 days ago) signals a need to accelerate feature development to defend against larger recipe platforms. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier: 3 AI analyses per day, 5 saved recipes, includes ads, Premium tier: ¥480/month or ¥3,800/year for unlimited analysis, ad-free experience, and unlimited bookmarks - **Analysis:** The freemium model uses strict usage caps on AI analysis and storage to gate the value proposition for power users. ## SWOT Analysis {#swot} **Core Strengths:** - Computer vision-based ingredient recognition provides immediate utility - Zero-catalog generation avoids mystery ingredient suggestions **Growth Levers:** - Integrating grocery delivery APIs to fill missing ingredient gaps ## What's New - **Latest (v2.0.22, 2 weeks ago):** Maintenance update focused on stability improvements and minor bug fixes. ## App Momentum (Maintenance) {#momentum} - Ships maintenance updates for stability. - Last major release unavailable. > **Cadence:** 1 total versions · 0 majors in last 6 months · 14 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} FridgeCook AI - Recipe Finder is a food & drink app that is free with in-app purchases. > **Bottom Line:** FridgeCook AI provides immediate utility through its vision-based ingredient recognition, but the current maintenance-only cadence risks stagnation. Accelerating the roadmap to include grocery integration would unlock a clear path to monetization beyond simple usage caps. **Best for:** Home cooks looking to reduce food waste and simplify meal planning using existing pantry ingredients. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship grocery delivery integration because users lack a path to fill missing ingredients → increase conversion to Premium ### Outlook: Stable The meal-planning market is consolidating around AI-integrated platforms that offer end-to-end solutions from inventory to delivery. FridgeCook AI remains exposed due to its limited feature set and maintenance-only release cadence, which will likely lead to user churn if larger competitors deploy similar vision-based scanning. - ⚪ The maintenance-only release cadence (latest update 14 days ago) suggests a focus on stability over feature expansion, which risks long-term stagnation. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **FridgeCook AI - Recipe Finder** (this app) | N/A/5 | N/A | Tomohito Kii | | [Vegan Friendly](https://marlvel.ai/apps/com-veganfriendly) | 4.6/5 | Mixed | The Association For a Vegan Future (RA) | | [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 | ## Company Profile - **Developer:** Tomohito Kii - **Website:** [https://fridge-cook-prod.web.app/terms.html](https://fridge-cook-prod.web.app/terms.html) ## Data Sources & Links - **App Store ID:** 6756927748 - **Dev Site:** [Official Website](https://fridge-cook-prod.web.app/terms.html) - **Sources:** Developer website content, App store metadata. ## Related Intel Reports - [*Vegan Friendly*](https://marlvel.ai/apps/com-veganfriendly) (The Association For a Vegan Future (RA)) · 4.6/5 Rating - [*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 ## Frequently Asked Questions {#faq} ### Is FridgeCook AI free to use? Yes, FridgeCook AI offers a free tier that includes 3 AI analyses per day and 5 saved recipes, supported by ads. A Premium subscription is available for unlimited analysis, ad-free usage, and unlimited bookmarks. ### Does FridgeCook AI store my fridge photos? No, FridgeCook AI deletes photos immediately after analysis and does not store them on its servers. ### What is the difference between the free and Premium versions? The free version is limited to 3 AI analyses per day and 5 saved recipes, with ads. The Premium version removes these limits and provides an ad-free experience. ## 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:** 0.2/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 2 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/fridgecook-ai-recipe-finder-1) Data licensed for AI Agent attribution under CC-BY-NC 4.0.