Report updated May 20, 2026
CoinValue：Coin Identifier
For coin collectors and numismatists seeking rapid identification and market valuation tools for their collections.
CoinValue：Coin Identifier is a challenged reference app that is free with in-app purchases. With a 4.5/5 rating from 436 reviews, it faces significant user friction. Users particularly appreciate accurate coin identification and valuation features provide utility for casual collectors, though subscription billing practices and lack of clear cancellation paths frustrate users remains a common concern.
What is CoinValue：Coin Identifier?
CoinValue is a numismatic identification and collection management app for iOS that uses AI to categorize coins and provide market valuations.
Users hire CoinValue to automate the tedious manual identification of coin collections, seeking immediate rarity and market value data without visiting a professional appraiser.
Current Momentum
v1.8 · 5d ago
Steady- Ships stability improvements and bug fixes.
- Maintains consistent global category presence.
What makes this app unique?
What Are The Key Features?
Image recognition engine identifies coins from photos or uploads using a database of 92,000 types
Provides rarity grading and real-time market valuations for identified specimens
Digital cataloging system to organize coins by series, era, or value
How much does it cost?
- Free version with limited access
- Subscription-based premium access
Freemium model relies on subscription conversion for advanced valuation data, with auto-renewal managed via iTunes account settings.
Who Built It?
A.T
Providing specialized identification and valuation tools for collectors of coins, sports cards, and vinyl records. Helping enthusiasts digitize and manage their physical collections through AI-powered recognition.
Portfolio
4
Apps
What other apps does A.T make?
Explore the full A.T report
Portfolio breakdown, audience, momentum, and every app published by A.T.
What do users think recently?
Low confidence · 11 reviews analyzed
How did the latest release land?
What is the recent mood?
Recent user voice shows a frustrated sentiment. Users appreciate accurate coin identification and valuation features provide utility for casual collectors, but report subscription billing practices and lack of clear cancellation paths frustrate users.
Limited review volume (11 reviews). Sentiment analysis will deepen as more data lands.
How have ratings & review volume moved?
Rating, review sentiment, and total reviews over time, with release markers showing the post-launch impact.
Vertical markers = app releases. Hover any release for the post-release impact delta.
View the full user-sentiment analysis
Mood gauge, ratings & review-volume history, every praise / complaint / request, and sentiment over time.
What is the competitive landscape for CoinValue：Coin Identifier?
Where is it available?
Localized markets (10)
How's The Reference Market?
How does it evolve in the Reference market?
CoinValue sits #80 Grossing in the US Reference category, yet its free-tier rank has slipped to #99. The disparity between grossing and free-tier visibility signals that monetization friction is outpacing new user acquisition.
Rank progression
15 active rankings tracked — 30-day window
The rivals identified
Nemeses(1)
Dominates the coin identification niche with massive user scale and a high-velocity release cadence that keeps their AI model ahead of competitors.
Differentiators
- Maintains a massive, crowd-sourced database that provides superior identification accuracy for rare and error coins.
- Aggressive release schedule of 11 updates in six months ensures rapid adaptation to new numismatic trends.
- Leverages a high-volume user base to refine AI recognition models faster than smaller, niche-focused competitors.
Head to head
The target app must pivot toward a specialized, high-accuracy niche or superior UX to avoid being crushed by the sheer data-moat of this market leader.
Contenders(3)
A long-standing specialist in visual search technology that remains a relevant alternative for users prioritizing search precision.
Differentiators
- Prioritizes visual search accuracy over broad collection management features, appealing to users with specific identification needs.
- Operates as a dedicated search tool rather than a full-suite collection manager, maintaining a smaller, focused footprint.
A major player in the AI-identification space that leverages broad technical resources to maintain a strong market presence.
Differentiators
- Integrates advanced AI valuation algorithms that provide real-time market pricing estimates directly within the scan results.
- Utilizes a more polished, professional UI design that appeals to serious numismatists rather than just casual hobbyists.
A high-velocity competitor that aggressively iterates on its scanning engine to challenge the market leader's dominance.
Differentiators
- Maintains an extremely high release frequency, shipping 15 updates in six months to rapidly patch identification bugs.
- Focuses on a simplified, scan-first user experience that reduces the time-to-value for casual coin collectors.
Same space(2)
Demonstrates the developer's capability to apply the same identification-as-a-service model to different nature-based categories.
Differentiators
- Applies high-accuracy image recognition technology to biological classification rather than inanimate object valuation.
- Uses a proven, scalable UI framework that allows for rapid deployment across multiple identification-based niches.
Shares the same developer and core AI-scanning technology as the market leader but focuses on the adjacent banknote market.
Differentiators
- Extends the proven coin-scanning AI architecture into the distinct domain of paper currency and banknote collecting.
- Cross-promotes within the developer's ecosystem to capture users interested in both coin and banknote numismatics.
New entrants(1)
An emerging threat that applies the coin-identification model to the high-growth Trading Card Game (TCG) market.
Differentiators
- Targets the high-velocity TCG collector market with specialized scanning features for holographic and rare card conditions.
- Implements a social-first collection management system that encourages users to share and trade their scanned inventory.
Compare CoinValue：Coin Identifier against every rival
All rivals in one side-by-side table — identity, store metrics, ratings & sentiment, and strategic intel — plus a head-to-head page for each.
The outtake for CoinValue：Coin Identifier
Strengths to defend, gaps to attack
Core Strengths
- AI-powered identification engine provides immediate value for casual collectors
- Digital cataloging system increases user switching costs
Critical Frictions
- Subscription billing practices trigger high-frequency complaints
- Inconsistent scan performance leads to user churn
Growth Levers
- Transparent pricing methodology could rebuild user trust
- B2B partnerships with local coin shops could expand distribution
Market Threats
- Next Vision Limited's high-velocity release cadence
- Regulatory tightening on subscription cancellation flows
What are the next best moves?
Ship clear in-app cancellation paths because billing complaints are the #1 driver of negative sentiment → reduce refund surge
Billing complaints are the top frequency theme in user sentiment data.
Trade-off: Pause the annual-tier price test to prioritize billing UX.
Pivot valuation methodology to be transparent because users explicitly request logic details → increase conversion confidence
Users desire more information on how the app calculates price estimates.
Trade-off: Deprioritize the new historical context database expansion.
A counter-intuitive read
The app's subscription friction is not just a bug but a symptom of a business model that prioritizes short-term conversion over the long-term data-moat required to compete with CoinSnap.
Feature Gaps vs Competitors
- Crowd-sourced rare coin database (available in CoinSnap but absent here)
- Community-driven identification forums (available in CoinSnap but absent here)
Key Takeaways
CoinValue provides high utility for identification, but aggressive subscription billing practices threaten long-term retention, so the PM should prioritize transparent cancellation flows to stabilize the user base.
Where Is It Heading?
Declining
The numismatic app market is consolidating around players with deep, community-verified databases. CoinValue's reliance on AI-only identification leaves it vulnerable to competitors that offer higher accuracy through crowd-sourced data, so the PM must pivot toward community features to prevent further churn.
Subscription billing complaints in the latest release erode user trust, which compounds the churn pressure already visible in the review data.
Recent updates focused on stability and bug fixes, indicating the team is currently in maintenance mode rather than aggressive feature expansion.