TL;DR:Coin ID by AIBY is an AI-powered numismatic utility for identifying and valuing coins and medals. Users feel Mixed, praising ease of use but frustrated by inaccurate valuations and identification. Coin ID is a high-revenue utility that is currently trading long-term user trust for short-term subscription conversion.|TL;DR:Coin ID by AIBY is an AI-powered numismatic utility for identifying and valuing coins and medals. Users feel Mixed, praising ease of use but frustrated by inaccurate valuations and identification. Coin ID is a high-revenue utility that is currently trading long-term user trust for short-term subscription conversion.
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Coin ID: Coin Value Identifier is an established reference app that is available. With a 4.5/5 rating from 42.2K reviews, it shows polarized user reception. Users particularly appreciate ease of use, though inaccurate valuations and identification remains a common concern.

What is Coin ID: Coin Value Identifier?

Coin ID by AIBY is an AI-powered numismatic utility for identifying and valuing coins and medals. It targets hobbyist collectors with a 'snap-to-identify' value proposition. Currently ranking #27 in Grossing (US Category 6006), the app maintains strong revenue but faces a 'Mixed' sentiment profile due to accuracy and monetization complaints. Its key differentiators are gamified 'Official Sets' and a recent expansion into specialized Medal Identification.

Current Momentum

v1.24 · 6d ago

Active

Coin ID introduced medal collecting in version 1.24, allowing users to recognize, organize, and view market values for medals.

AI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

Active Nemesis

CoinSnap: Coin Identifier

CoinSnap: Coin Identifier

By Next Vision

Other Rivals

PCGS CoinFacts Coin Collecting
Maktun: Coin, Note Collection
Coinoscope: visual coin search

7-Day Rank Pulse 🇺🇸

Reference
#73
2

Rating Pulse 🇺🇸

Recent User MoodAI-powered deep analysis surfacing high-signal insights. Still in beta, accuracy improves daily. For informational purposes only.

What makes this app unique?

How Is The App's Momentum Right Now?

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What Are The Key Features?

AI Coin RecognitionDifferentiator

Uses image recognition to identify coins from obverse and reverse photos in seconds

Market Value TrackingDifferentiator

Displays current reference prices to help users estimate the value of their collection

Medal IdentificationDifferentiator

Expanded recognition capabilities to include historical and commemorative medals

Official SetsStandard

Curated checklists for popular series like State Quarters and Presidential Dollars

How much does it cost?

Subscription
  • Weekly Premium
  • Monthly Premium
  • Annual Premium

Uses a high-friction freemium model where the core identification utility is gated. This drives strong grossing ranks (#27) but causes significant user backlash regarding 'bait and switch' tactics.

Who Built It?

AIBY app icon 1
AIBY app icon 2
AIBY app icon 3
AIBY app icon 4

AIBY

(1.1M)

Empowering users with AI-driven utility and personalization tools designed to streamline productivity, health tracking, and digital self-expression.

Portfolio

13

Apps

Free 12
Health & Fitness33%
Education17%
Graphics & Design17%

Who is AIBY?

AIBY operates as a high-velocity startup studio, distinguishing itself through a multi-vertical strategy that rapidly integrates generative AI into established utility niches. Their structural advantage lies in a sophisticated cross-platform development engine that allows them to deploy multi-model AI aggregators and specialized computer-vision tools faster than category incumbents. The portfolio is currently signaling a deep pivot toward 'all-in-one' AI assistants, moving away from single-purpose utilities to capture the consolidating market for premium AI subscriptions.

Who is AIBY for?

  • Gen Z social media creators seeking aesthetic customization
  • Alongside students
  • Health-conscious individuals looking for AI-assisted productivity
  • Vitals tracking
Intense

Portfolio momentum

With 71 releases in the last six months and over 80% of the portfolio currently active, the publisher maintains an exceptionally high development and maintenance cadence.

Last release · 10d agoActive apps · 29Abandoned · 5

What do users think recently?

High confidence · Latest 100 of 42.1K total reviews analyzed

How did the latest release land?

Overall
4.5/ 5
(42.2K)
Current version
4.5/ 5
0.0 vs overall
(42.2K)
Main signal post-update: ease of Use.

What is the recent mood?

Mixed

Recent user voice shows a mixed sentiment. Users appreciate ease of use and feature set, but report inaccurate valuations and identification and aggressive monetization.

What Users Love

Ease of Use
Feature Set

What Frustrates Users

Inaccurate Valuations and Identification
Aggressive Monetization

What is the competitive landscape for Coin ID: Coin Value Identifier?

How's The Reference Market?

How does it evolve in the Reference market?

ChartRankChange
iOSGrossing#282
iOSFree#56NEW

The rivals identified

The Nemesis

Head to Head

CoinSnap holds the clear edge in market share and technical performance (accuracy). Coin ID remains a strong alternative for users specifically interested in US-centric 'Official Sets' and medal collecting, but struggles with the 'mixed' sentiment regarding its core scanner.

What sets Coin ID: Coin Value Identifier apart

  • Includes specialized 'Official Sets' checklists (e.g., State Quarters, Presidential Dollars) which gamify the collecting experience

  • Explicit support for Medal Identification, a niche not as deeply addressed by the nemesis

What's CoinSnap: Coin Identifier's Edge

  • Massive scale advantage with over 150,000 ratings compared to Coin ID's 42,000

  • Higher sentiment score regarding scanning accuracy, addressing a primary complaint of Coin ID users

Contenders

Direct access to professional grading data and auction price realized (APR)

High-resolution professional photography of rare coin varieties

Maktun: Coin, Note Collection

Maktun: Coin, Note Collection

4.6 (87)

SIA Numex

A highly respected specialist tool with a database of over 300,000 coins and a strong focus on professional collection management.

Completely free access to many core features that Coin ID gates behind a subscription

Deep integration with banknote identification through their sister app ecosystem

Coinoscope: visual coin search

Coinoscope: visual coin search

3.7 (10.8K)

Miccron

A specialized visual search engine for coins that is often used as the 'expert' alternative when AI-based apps fail to find a match.

Uses a search-engine approach rather than a simple AI classification, often yielding better results for rare coins

Minimalist, utility-first interface without aggressive subscription prompts

The outtake for Coin ID: Coin Value Identifier

Strengths to defend, gaps to attack

Core Strengths

  • Strong grossing performance (#27 in category)
  • High rating volume (42k+) providing social proof
  • Unique 'Official Sets' gamification
  • Specialized Medal Identification support

Critical Frictions

  • Core AI accuracy issues (dates/denominations)
  • Aggressive paywalling of basic utility
  • Inconsistent scanner performance in varying light
  • Mixed user sentiment regarding value-for-money

Growth Levers

  • Improve AI accuracy to close the gap with CoinSnap
  • Expand into Banknote identification to match Maktun
  • Introduce social/community features to compete with Coiniverse

Market Threats

  • CoinSnap's technical dominance and 150k+ rating scale
  • Maktun's free-to-use core features
  • Aggressive UA from new entrants like Vulcan Labs (CoinValue)

What are the next best moves?

high

Prioritize AI Recognition Accuracy

Inaccurate identification is the #1 complaint theme ('20 years off', 'shows me a dime'), directly causing the 'Mixed' sentiment despite the 4.5-star rating.

medium

Implement a 'Freemium' Scan Allowance

Users report 'bait and switch' feelings when asked to pay before a single scan. A daily free scan limit could mitigate 'Aggressive Monetization' complaints while maintaining the subscription funnel.

medium

Double-down on Medal Identification Marketing

This is a key differentiator (v1.24) not deeply addressed by the Nemesis (CoinSnap), providing a niche for user acquisition.

Feature Gaps vs Competitors

  • Banknote identification (available in Maktun but missing here)
  • Social sharing and community trends (available in Coiniverse but missing here)
  • Barcode scanning for graded coins (available in NGC Coin but missing here)
  • Auction Price Realized (APR) data (available in PCGS CoinFacts but missing here)

Key Takeaways

Coin ID is a high-revenue utility that is currently trading long-term user trust for short-term subscription conversion. While its 'Official Sets' and Medal ID provide a unique competitive edge, the product is highly vulnerable to the technical superiority of CoinSnap and the free-access model of Maktun if core AI accuracy is not improved.

Where Is It Heading?

Mixed Signals

v1.24 added Medal Identification (April 2026) — active expansion into niche markets to differentiate from CoinSnap.

Frustrated user base regarding accuracy — 'Mixed' sentiment indicates the core AI is not meeting user expectations for a paid service.

Ranked #27 Grossing (US) — despite complaints, the monetization funnel remains highly effective at converting users.

Disclosure

Independent intel to help builders create better apps.

AI-powered analysis with editorial review, built from publicly available sources. See methodology.

Marlvel.ai is not affiliated with, endorsed by, or sponsored by Coin ID: Coin Value Identifier, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Hope this helps & keep building! · Found an error?

What's new in this report

The app has expanded its feature set to include medal identification while doubling down on an aggressive monetization strategy that has negatively impacted user sentiment.

added

Medal Identification

declined

Increased Monetization Friction

shifted

Revenue-Focused Positioning

added

Competitive Threat Identification

Cite this report

Marlvel.ai. “Coin ID: Coin Value Identifier Intelligence Report.” Updated Apr 17, 2026. https://marlvel.ai/intel-report/reference/com-aiby-wtcoin

Agent Markdown (.md)·

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