--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "ShelfVerse: Price Drop Tracker" developer_entity: "ANKUR KHURANA" bundle_id: "com.shelfverse.app" app_store_id: "6759480069" category: "Shopping" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-09-07" report_date: "2026-09-25" last_verified: "2026-09-25T00:00:00.000Z" report_version: "1.1.11" total_reviews: 0 confidence: "low" confidence_score: 0.3 data_age_days: 46 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["shopping", "freemium", "mobile app", "app review", "app analysis", "costco", "members", "automate"] canonical_url: "https://marlvel.ai/apps/shelfverse-price-drop-tracker" license: "CC-BY-NC 4.0" content_version: "v2" --- # ShelfVerse: Price Drop Tracker Intelligence Report ## TL;DR {#tldr} - **Category**: Shopping · Freemium > **TL;DR:** ShelfVerse: Price Drop Tracker is a shopping app by ANKUR KHURANA, available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** ShelfVerse: Price Drop Tracker is a shopping app by ANKUR KHURANA. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Shopping | | **Developer** | ANKUR KHURANA | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 46d | ## Metadata & Market Performance - **Publisher:** ANKUR KHURANA - **Category:** Shopping - **Target Audience:** Costco members who buy in bulk and want to automate price adjustments, deal tracking, and household inventory management. - **Platforms:** iOS & Android - **Version Reviewed:** 1.1.11 - **Report Date:** 2026-09-25 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6759480069 - **Bundle ID:** com.shelfverse.app - **Google Play ID:** com.shelfverse.app - **Data Window:** Analysis based on signals collected up to 2026-09-25 ## Executive Snapshot **What it is:** ShelfVerse is a price-tracking utility for Costco members that automates refund claims by monitoring purchase history against warehouse price drops on iOS and Android. **Why users hire it:** The app removes the cognitive and time cost of tracking individual item prices across multiple warehouse trips, turning a complex refund policy into a one-tap notification. ## App DNA (Features & Intent) - **[Differentiator] Price Adjustment Finder:** Monitors purchase history against current warehouse prices and alerts users to 30-day price drops. * *User Intent:* Users want timely prompts to stay engaged without missing updates. - **[Differentiator] Receipt Scanner:** Uses on-device camera to parse item, price, and discount data from printed or digital Costco receipts. - **[Standard] Inventory & Expiry Tracking:** Logs household bulk items and provides push notifications before expiration dates. * *User Intent:* Users want timely prompts to stay engaged without missing updates. ## Market Position {#market-position} ShelfVerse operates in the Shopping category, currently maintaining a maintenance-level release cadence with two updates in the last 18 days. The absence of public ratings suggests the app is in an early-stage growth phase, lacking the social proof of established category peers. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free to use, Optional premium subscription for additional features - **Analysis:** Freemium model with an ad-supported free tier, gating advanced features behind an optional subscription. ## SWOT Analysis {#swot} **Core Strengths:** - Automated receipt parsing via camera removes manual entry friction - Direct mapping to Costco's 30-day refund policy creates tangible financial return - Multi-warehouse deal aggregation enables price comparison across locations **Growth Levers:** - Expansion into other warehouse clubs could broaden the addressable market - Integration with digital wallet APIs could automate purchase tracking further ## What's New - **Latest (v1.1.11, 2 weeks ago):** Resolved a Costco sync error preventing purchase loads alongside general stability and diagnostic enhancements. ## App Momentum (Maintenance) {#momentum} - Ships maintenance updates for sync reliability. - Released two updates in 18 days. > **Cadence:** 2 total versions · 0 majors in last 6 months · 18 days since last update · 1 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} ShelfVerse: Price Drop Tracker is a shopping app that is free with in-app purchases. > **Bottom Line:** ShelfVerse turns a complex refund policy into a high-utility retention loop, but the lack of public trust signals creates a significant acquisition barrier. Focusing on user-referral mechanics would unlock the social proof needed to scale beyond the initial early-adopter cohort. **Best for:** Costco members who buy in bulk and want to automate price adjustments, deal tracking, and household inventory management. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship referral program because zero public ratings limit trust → increase install velocity ### Outlook: Stable The warehouse-tracking market is currently fragmented, with most users relying on manual spreadsheets or general-purpose shopping apps. ShelfVerse is positioned to capture the power-user segment by automating the specific Costco refund workflow, provided the team can stabilize account-sync reliability and overcome the initial trust deficit. - ⚪ The latest release focuses on sync stability, indicating the team is prioritizing core data-ingestion reliability over new feature expansion. - 🔴 Zero public ratings across platforms suggest the app has not yet achieved the critical mass required for organic discovery. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **ShelfVerse: Price Drop Tracker** (this app) | N/A/5 | N/A | ANKUR KHURANA | | [Courtyard: TCG, Watches, Cards](https://marlvel.ai/apps/courtyard-trading-cards) | 4.5/5 | n/a | Courtyard, Inc. | | [Vinted: Pre-loved marketplace](https://marlvel.ai/apps/vinted-shop-sell-pre-loved) | 4.6/5 | Excited | Vinted Limited | | [바로딜 - 실시간 쇼핑 검색어 트렌드](https://marlvel.ai/apps/real-time-shopping-trends) | N/A/5 | N/A | hippieperm | | [모구모 - 일본을 스마트하게 즐기다](https://marlvel.ai/apps/app--287) | N/A/5 | N/A | GEONJU CHOI | | [카쇼라 스튜디오](https://marlvel.ai/apps/app--798) | N/A/5 | N/A | Kakao Corp. | ## Company Profile - **Developer:** ANKUR KHURANA - **Website:** [https://shelfverse.com](https://shelfverse.com) ## Data Sources & Links - **App Store ID:** 6759480069 - **Google Play ID:** com.shelfverse.app - **Dev Site:** [Official Website](https://shelfverse.com) - **Sources:** Developer website content, About us / company information, App store metadata. ## Related Intel Reports - [*Courtyard: TCG, Watches, Cards*](https://marlvel.ai/apps/courtyard-trading-cards) (Courtyard, Inc.) · 4.5/5 Rating - [*Vinted: Pre-loved marketplace*](https://marlvel.ai/apps/vinted-shop-sell-pre-loved) (Vinted Limited) · 4.6/5 Rating | Positive Sentiment - [*바로딜 - 실시간 쇼핑 검색어 트렌드*](https://marlvel.ai/apps/real-time-shopping-trends) (hippieperm) · N/A Rating - [*모구모 - 일본을 스마트하게 즐기다*](https://marlvel.ai/apps/app--287) (GEONJU CHOI) · N/A Rating - [*카쇼라 스튜디오*](https://marlvel.ai/apps/app--798) (Kakao Corp.) · N/A Rating - [*두란노몰*](https://marlvel.ai/apps/app--973) (Duranno) · N/A Rating - [*번개장터*](https://marlvel.ai/apps/net-quicket-app) (Pic&Go) · 4.4/5 Rating - [*배민상회 - 외식업 식자재 종합몰*](https://marlvel.ai/apps/com-woowahan-baeminmart) (WoowaBrothers) · 3.5/5 Rating - [*โดนใจ*](https://marlvel.ai/apps/th-co-donjai-donjai_partner_app) (Big C Supercenter) · 4.0/5 Rating - [*네이버플러스 스토어*](https://marlvel.ai/apps/app--116) (NAVER Corp.) · 4.8/5 Rating ## Frequently Asked Questions {#faq} ### Is ShelfVerse affiliated with Costco? No, ShelfVerse is an independent app built by Costco members and is not affiliated with, endorsed by, or connected to Costco Wholesale Corporation. ### Does ShelfVerse work for online Costco orders? Yes, ShelfVerse tracks both warehouse trips and Costco.com online orders, providing specific instructions for how to request adjustments for each. ### Is there a free version of ShelfVerse? Yes, ShelfVerse is free to use, with an optional premium subscription available for additional features. ## 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:** 46 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/shelfverse-price-drop-tracker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.