---
schema_type: "SoftwareApplication"
entity_type: "Mobile Application"
app_name: "Dex - for TCG Collectors"
developer_entity: "Pedro Carrasco"
bundle_id: "pedrommcarrasco.Dex"
app_store_id: "1555489854"
google_play_id: "com.dextcg.app"
category: "Reference"
primary_platform: "ios"
primary_monetization: "Freemium"
offline_capable: false
market_region: "US"
platforms: "iOS & Android"
app_last_updated: "2026-04-09"
report_date: "2026-10-08"
last_verified: "2026-10-08T00:00:00.000Z"
report_version: "22.1.1"
total_reviews: 11376
overall_rating: 4.8
sentiment: "Thrilled"
sentiment_score: 82
confidence: "medium"
confidence_score: 0.6
top_praise_theme: "Folder organization tools allow collectors to manage and track massive card inventories with high efficiency"
top_complaint_theme: "Subscription requirements for core scanning features frustrate users who expect basic utility for free"
review_sample_size: 49
total_review_count: 49
analyzed_review_count: 49
data_age_days: 38
momentum_velocity: "intense"
intelligence_version: 3
nemesis: "Collectr - TCG Collector App"
competitor_count: 31
tags: ["reference", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "pokémon", "collectors", "competitive"]
canonical_url: "https://marlvel.ai/apps/pedrommcarrasco-dex"
license: "CC-BY-NC 4.0"
content_version: "v2"
---

## ⚠ Content Warning

This report covers topics classified as sensitive (finance). Information is aggregated from public sources for informational purposes only. This is not financial or investment advice. Always do your own research.

---

# Dex - for TCG Collectors Intelligence Report

## TL;DR {#tldr}

- **Category**: Reference · Freemium
- **Signal**: Rating 4.8 · Sentiment Thrilled
- **Recent focus**: Subscription requirements for core scanning features frustrate users who expect basic utility for free (top complaint) · Folder organization tools allow collectors to manage and track massive card inventories with high efficiency (top praise)

> **TL;DR:** Dex - for TCG Collectors is a reference app by Pedro Carrasco, rated 4.8/5 by 11.4K users, with Thrilled user sentiment (82/100), available on iOS & Android.
>
> **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence.

<!-- speakable-start -->
> **Key Insight:** Dex - for TCG Collectors maintains Thrilled user sentiment (4.8/5 from 11.4K reviews), with users consistently praising folder organization tools allow collectors to manage and track massive card inventories with high efficiency.
<!-- speakable-end -->

## Quick Facts

| Fact | Value |
| :--- | :--- |
| **Rating** | 4.8/5 (11.4K reviews) |
| **User Mood** | Thrilled |
| **Category** | Reference |
| **Developer** | Pedro Carrasco |
| **Pricing** | Freemium |
| **Platforms** | iOS & Android |
| **Confidence** | Medium (0.6/1.0) |
| **Data Age** | 38d |

## Metadata & Market Performance
- **Publisher:** Pedro Carrasco
- **Category:** Reference
- **Target Audience:** Pokémon TCG collectors and competitive players seeking to organize physical card libraries and track market values.
- **Platforms:** iOS & Android
- **Version Reviewed:** 22.1.1
- **Report Date:** 2026-10-08
- **Signal Count:** 49 reviews analyzed
- **Confidence:** Medium (0.6/1.0)
- **App Store ID (iOS):** 1555489854
- **Bundle ID:** pedrommcarrasco.Dex
- **Google Play ID:** com.dextcg.app
- **Performance Trend:** Mixed
- **Data Window:** Analysis based on signals collected up to 2026-10-08
- **Short Description:** Track & Scan Pokémon Cards

<!-- section:executive-snapshot -->
## Executive Snapshot
**What it is:** Dex is a Pokémon TCG collection management and scanning app for iOS and Android.
**Why users hire it:** Collectors use Dex to digitize physical card libraries and verify market values, replacing manual spreadsheets with an automated, searchable database.
<!-- /section:executive-snapshot -->

<!-- section:features -->
## App DNA (Features & Intent)
- **[Differentiator] Camera Card Scanner:** Uses device camera to identify and catalog physical cards automatically; premium-tier gate ($3.99/month).
  * *User Intent:* Users seek enhanced value through premium features.
- **[Differentiator] Market Price Integration:** Displays real-time card values from multiple marketplaces; full access is a premium-tier gate ($3.99/month).
  * *User Intent:* Users seek enhanced value through premium features.
- **[Standard] Deck Builder:** Tools for designing and simulating card decks including draw odds; targets competitive players.
  * *User Intent:* Users are driven by competitive achievement and recognition.
<!-- /section:features -->

<!-- section:market-position -->
## Market Position {#market-position}

Dex maintains a 4.8-star rating across 11,088 iOS reviews, positioning it as a high-satisfaction utility in the Reference category. Its focus on Pokémon-specific features provides a clear alternative to multi-game portfolio trackers that dominate the top-grossing slots.
<!-- /section:market-position -->

## Monetization Strategy
- **Model:** Freemium
- **Tiers:** Free tier with limited marketplaces and 3 folders, Dex+ subscription at $3.99/month or $39.99/year
- **Analysis:** Freemium model gates advanced scanner, unlimited folders, and full marketplace data behind a $3.99/month subscription.

<!-- section:sentiment -->
## 🟢 User Sentiment (Medium Confidence: 49 of 49 reviews analyzed) {#user-sentiment}
- **Overall Rating:** 4.8/5
- **Platform Split:** iOS 4.8/5 (11.1K ratings) | Android 4.5/5 (288 ratings)
- **Overall Sentiment:** Thrilled

### Top Praises
- **Folder organization tools allow collectors to manage and track massive card inventories with high efficiency**
- **Cross-platform price data from multiple marketplaces helps users verify card values and avoid scams**
- **Clean interface design makes navigating complex card databases accessible for new and returning collectors**

### Top Complaints (Impact Areas)

- **Subscription requirements for core scanning features frustrate users who expect basic utility for free**

<!-- /section:sentiment -->
<!-- section:swot -->
## SWOT Analysis {#swot}

**Core Strengths:**
- High user satisfaction (4.8-star rating)
- Integrated deck-building tools for competitive players
- Multi-language database support for international sets

**Growth Levers:**
- Add support for graded card values (PSA/BGS)
- Expand database to include sealed product tracking
- Localize for additional international markets


<!-- /section:swot -->
## Recent Changes (v2 → v3) {#recent-changes}

Dex implemented a freemium monetization model, gating core scanning and pricing features behind a $3.99/month subscription. This shift introduced new negative sentiment regarding paywall friction while repositioning key utilities as premium differentiators.

**Overall trend**: Mixed
**Compared at**: 2026-10-08

### High-impact changes
- **[Shifted] Introduction of Freemium Model** (pricing)
- **[Declined] New Paywall-Related Complaints** (sentiment)

### Medium-impact changes
- **[Improved] Scanner and Pricing Repositioning** (features)
- **[Added] New SWOT Items** (swot)

<!-- section:rivals -->
## Rivals Landscape {#rivals}

> Competitive positioning identified by AI analysis of app features, category, and market signals.

### Dex - for TCG Collectors vs Collectr - TCG Collector App
- **[Collectr - TCG Collector App](https://marlvel.ai/apps/collectr-tcg-collector-app)**: Both apps compete for TCG collectors by providing scanning and valuation tools, forcing users to choose between specialized Pokémon focus and multi-game portfolio management.
  - **Key differences:**
    - Collectr tracks multi-game portfolios including MTG and Yu-Gi-Oh, while Dex focuses exclusively on Pokémon.
    - Collectr provides real-time financial analytics and multi-currency support for investors, unlike the Dex feature set.
    - Collectr restricts unlimited scanning to a premium tier, whereas Dex offers its core toolset for free.

### Contenders (Strong Challengers)
- **[HoloDex - TCG Scan & Collect](https://marlvel.ai/apps/com-getholodex-app)**: Both apps target card collectors with scanning and valuation tools, creating direct competition for users seeking to digitize and track trading card inventories.
  - HoloDex supports multiple TCGs including One Piece and Magic: The Gathering, whereas Dex focuses exclusively on Pokémon.
  - HoloDex gates AI-driven condition analysis behind a paywall, while Dex offers its core organizational features for free.
- **[Acorn TCG Card Scanner App](https://marlvel.ai/apps/com-jjvalino-acorn)**: Both applications target Pokémon TCG collectors with overlapping core functionality, specifically card scanning and collection valuation tools.
  - Dex includes an integrated deck-building tool, while Acorn focuses exclusively on reference and valuation.
  - Dex provides all features for free, whereas Acorn utilizes a freemium pricing model.
- **[MyDex TCG Card Scanner](https://marlvel.ai/apps/com-albertomoral-pokedextradingcards)**: Both applications target Pokémon TCG collectors through overlapping core functionality: card scanning, market pricing, and inventory management.
  - Dex supports English, Japanese, and Simplified Chinese sets, whereas MyDex focuses on a 40,000-card database.
  - Dex includes a dedicated deck-building tool, while MyDex prioritizes price history tracking for collectors.
- **[Rare Candy: Scan Pokémon Cards](https://marlvel.ai/apps/com-rarecandy-rarecandy)**: Both apps target Pokémon TCG collectors with free tools for card scanning and market valuation, creating direct competition for user attention in the collection management category.
  - Dex supports Japanese and Simplified Chinese sets, while Rare Candy focuses on general collection digitization.
  - Dex includes a dedicated deck-building tool for players, whereas Rare Candy prioritizes wishlist management for collectors.
- **[CCN: TCG & Collectible Alerts](https://marlvel.ai/apps/com-crepchiefnotify-iosapp)**: CCN competes for the same TCG collector audience by providing real-time stock alerts for new card releases, whereas Dex focuses on managing existing collections.
  - Dex includes a card scanner and deck builder; CCN lacks these tools for collection management.
  - Dex operates on a free model; CCN requires a subscription for its tracking services.
- **[Cardly AI: Sports Card Scanner](https://marlvel.ai/apps/co-cardidentifier-ios)**: Both apps target TCG collectors with image recognition and market valuation tools, creating direct competition for users seeking to digitize and price their card collections.
  - Cardly AI includes AI grading features, while Dex focuses on TCG-specific organizational tools like deck building.
  - Cardly AI uses a subscription model, whereas Dex provides its feature set for free.
- **[PokéCardex](https://marlvel.ai/apps/pokecardex-1)**: Both apps target Pokémon TCG collectors with overlapping core features including card scanning and market price tracking. They compete directly for the same user base seeking to digitize and value physical card collections.
  - PokéCardex provides 100% offline database access, allowing collection management without an active internet connection.
  - PokéCardex implements a credit-based scanning system, whereas Dex offers a standard scanning experience without usage limits.
- **[TCG Card Identifier Value](https://marlvel.ai/apps/com-vuthuha-tcg-card-scanner-value-id)**: Both apps target Pokémon TCG collectors with overlapping core functionality: card scanning, market valuation, and collection management.
  - Dex supports English, Japanese, and Simplified Chinese sets; the rival lacks comparable multi-language database breadth.
  - Dex operates on a free model; the rival gates features behind a subscription paywall.
- **TCG Card Scanner for Pokemon**: Both apps target Pokémon TCG collectors with free scanning and market pricing tools, creating direct competition for user attention in the card management category.
  - Dex supports Japanese and Simplified Chinese sets, whereas the rival focuses on a general database.
  - Dex includes a dedicated deck-building tool, a feature absent from the rival's listed capabilities.
- **Ripdex: TCG Card Scanner**: Both applications target Pokémon TCG collectors with free card scanning and market pricing tools, creating direct competition for user attention and collection management utility.
  - Ripdex provides historical price charts and market trend analysis, which are not listed in the Dex feature set.
  - Ripdex includes trading recommendations and a best deal finder, features absent from the Dex description.

### Peers (What They Do Better)
- **[PSA: Card Tracking & Grading](https://marlvel.ai/apps/psa-card-scanner-grading)**: PSA serves as the industry authority for authentication, acting as a high-friction, high-trust destination for collectors who need to validate assets Dex tracks.
  - Brand authority in authentication drives high-value submission volume
  - Vault integration creates a sticky B2B revenue pipeline with eBay
- **[FoilSnap: TCG Card Scanner](https://marlvel.ai/apps/com-tcgworth-identifier)**: FoilSnap targets the same TCG collector base as Dex but focuses on multi-genre image recognition for Magic: The Gathering and Yu-Gi-Oh! alongside Pokémon.
  - AI-powered image recognition distinguishes between standard and foil card variants
  - Multi-genre support covers Pokémon, Magic: The Gathering, and Yu-Gi-Oh! card databases
- **[MonPrice: Karten Scanner TCG](https://marlvel.ai/apps/monprice-collector-scanner)**: MonPrice provides a parallel tracking utility for TCG enthusiasts, focusing on personalized watchlists for monitoring specific card price fluctuations.
  - Personalized watchlist feature allows users to monitor specific card price trends
  - Real-time market data retrieval via instant card scanning
- **[PriceCharting: TCG, Games+](https://marlvel.ai/apps/pricecharting-tcg-games)**: PriceCharting acts as a broad-market valuation aggregator that serves collectors managing diverse portfolios beyond just Pokémon TCG.
  - Cross-category database covers video games, comics, and multiple trading card types
  - Unlimited scanning capability reduces cost barriers for cataloging large collections
- **[Card Value Scanner for Pokemon](https://marlvel.ai/apps/card-value-scanner-for-pokemon)**: Card Value Scanner for Pokemon offers a direct alternative for inventory management, though it lacks the data persistence mechanisms found in Dex.
  - TCGplayer-integrated pricing establishes category authority for valuation
  - Camera-based recognition reduces manual entry friction for large physical inventories
- **ProDex - Complete Game Guide**: ProDex functions as a game companion for Pokémon players, providing data on game mechanics and team building that complements Dex's collection-focused utility.
  - Offline access to data from all Pokémon games including Legends: Z-A
  - Team builder tool analyzes type weaknesses and stat spreads for competitive play
- **[Poké TCG Scanner Dragon Shield](https://marlvel.ai/apps/pt-tscg-pokemanager)**: Dragon Shield provides a social-focused management tool for Pokémon collectors, adding a community layer to the inventory tracking Dex offers.
  - Connected network facilitates social trading between collectors and players
  - Data export functionality allows for external inventory management
- **[Pokellector: Card Collector](https://marlvel.ai/apps/pokellector-card-collector)**: Pokellector serves as a persistent reference tool for master-set tracking, targeting collectors who manage both English and Japanese expansions.
  - Comprehensive database of English and Japanese sets sustains long-term user utility
  - Integrated market pricing data provides a clear utility barrier against manual spreadsheets
- **Shiny: Card Value Scanner**: Shiny offers a high-volume scanning utility for Pokémon collectors, providing a digital portfolio experience similar to the core functionality of Dex.
  - Industry-fastest trading card recognition technology with unlimited scanning
  - Localized pricing data support for multiple currencies including MYR, USD, and EUR
- **Scanner Cartes Lorcana TCG**: Scanner Cartes Lorcana TCG provides a specialized scanning and tracking utility for the Lorcana game, serving a niche segment of the TCG market.
  - Instant scanning and market price retrieval specifically for Lorcana trading cards
  - Detailed card information including set, edition, rarity, and market value
- **[Pokedata: TCG Card Scanner](https://marlvel.ai/apps/pokedata-scan-and-track-tcg)**: Pokedata targets the investor segment of the Pokémon TCG market by providing historical price data and granular transparency for Japanese cards.
  - Specialized Japanese card market data transparency and historical population reports
  - Granular price alerts and custom charts for serious portfolio tracking
- **Haki: OP TCG Karten Scanner**: Haki provides a dedicated scanner and collection companion for the One Piece Trading Card Game, serving players who need tournament-ready deck tools.
  - Advanced AI image recognition and OCR for scanning stacks or binder pages
  - Complete database coverage for both English and Japanese One Piece TCG sets
- **OPTCG Scanner & Tracker: Logia**: Logia offers a comprehensive management suite for One Piece TCG collectors, focusing on inventory growth and market price monitoring.
  - Full support for all card variants including Normal, Pre-Release, Alternate Art, and Promotional
  - Bulk scanning capability for adding large collections in seconds
- **TCG Crew : Scan & Collection**: TCG Crew transforms collections into digital portfolios, providing valuation tools for Pokémon, Dragon Ball, Riftbound, and One Piece cards.
  - AI recognition for loose, graded, or sealed products in French, English, Japanese, and Chinese
  - Market valuation via CardMarket, eBay, and PSA data integration
- **OP TCG Dex: Card Scanner**: OP TCG Dex acts as a database and scanner for One Piece TCG players, providing search and deck-building tools similar to Dex's Pokémon-focused utility.
  - Comprehensive card search by name, set, color, cost, power, counter, rarity, and type
  - Built-in scanner for collection updates and match preparation
- **[OPTCG Deck Builder: Card Dex](https://marlvel.ai/apps/optcg-deck-builder-card-dex)**: OPTCG Deck Builder focuses on strategic deck planning for One Piece TCG players, offering a niche utility for tournament-focused users.
  - Deck analytics and card database browser for strategic construction
  - iCloud sync increases switching costs by tying data to the Apple ecosystem
- **TCG Scanner for Pokemon Cards**: TCG Scanner for Pokemon Cards provides a quick-valuation tool for collectors, focusing on ease of use for casual traders and deck builders.
  - AI-powered scanner identifies cards instantly without manual typing or hassle
  - Real-time market prices pulled directly from TCGPlayer
- **[DeckSense: TCG Deck Builder](https://marlvel.ai/apps/decksense-tcg-deck-builder)**: DeckSense provides data-driven meta analysis for competitive Pokémon TCG players, offering a more analytical approach to deck building than generalist tools.
  - Tournament-backed deck suggestions provide a defensible analytical advantage
  - 8-category scoring engine offers immediate feedback on deck consistency
- **Stash - TCG Price Tracker**: Stash provides a high-precision price tracking tool for serious Pokémon collectors, emphasizing condition-specific valuations for graded and raw cards.
  - Condition-specific pricing for Near Mint, Played, and graded slabs like PSA or CGC
  - Identifies exact set, number, and variant through sleeves and toploaders
- **[TCG Deck Builder MTG Scanner](https://marlvel.ai/apps/tcg-deck-builder-mtg-scanner)**: TCG Deck Builder MTG Scanner provides Magic: The Gathering players with a tool for deck organization and valuation, acting as a direct peer in the TCG space.
  - Market trend tracking provides valuation insights for Magic: The Gathering cards
  - Camera-based identification for physical card management

<!-- /section:rivals -->
<!-- section:momentum -->
## App Momentum (Intense) {#momentum}

- Shipped trade feature for friend comparison.
- Improved scanner accuracy and speed.
- Added dynamic shareable folder links.

> **Cadence:** 5 total versions · 0 majors in last 6 months · 5 days since last update

<!-- /section:momentum -->

<!-- section:so-what -->
## The "So What?" (Strategic Takeaway) {#so-what}

Dex - for TCG Collectors is a market-leading reference app that is free with in-app purchases.
With a 4.8/5 rating from 11.4K reviews, it delivers strong user satisfaction.

<!-- speakable-start -->
> **Bottom Line:** Dex's high satisfaction scores confirm its utility as a dedicated Pokémon collector tool, but the scanner paywall limits its growth among casual users. Prioritizing advanced portfolio features like graded card valuation would better serve the power-user segment and justify the subscription model.
<!-- speakable-end -->

**Best for:** Pokémon TCG collectors and competitive players seeking to organize physical card libraries and track market values.

<!-- section:pm-actions -->
### PM Action Plan (Next Best Moves)

- [ ] [INVEST] Add graded card support because users request PSA/BGS valuation to manage full portfolios → increase retention of high-end collectors
<!-- /section:pm-actions -->

<!-- section:feature-gaps -->
### Feature Gaps vs Competitors


- AI-driven condition analysis (available in HoloDex but missing here)
<!-- /section:feature-gaps -->

<!-- section:outlook -->
### Outlook: Stable

The market for TCG tools is consolidating around portfolio-level management, and Dex's Pokémon-exclusive focus is both a strength and a limitation. Continued investment in social and competitive features will keep the current base engaged, but the lack of graded-card support leaves the most valuable collector segment exposed to rivals.

- 🟢 High user satisfaction and active feature investment in social sharing tools suggest strong retention among core Pokémon collectors.
- 🔴 Subscription friction on the scanner continues to drive negative sentiment, creating an opening for rivals with more generous free tiers.
<!-- /section:outlook -->

<!-- /section:so-what -->

<!-- section:metrics -->
## Key Metrics Summary

| Metric | Value |
| :--- | :--- |
| Overall Rating | 4.8/5 |
| Total Reviews | 11.4K |
| Sentiment | Thrilled (82/100) |
| Confidence | Medium |
| Pricing Model | Freemium |
| Platforms | iOS & Android |
| Key Features | 3 analyzed |
| Trend | Mixed |
| Outlook | Stable |
<!-- /section:metrics -->

## Competitor Comparison

| App | Rating | Sentiment | Developer |
| :--- | :--- | :--- | :--- |
| **Dex - for TCG Collectors** (this app) | 4.8/5 | Thrilled | Pedro Carrasco |
| [FoilSnap: TCG Card Scanner](https://marlvel.ai/apps/com-tcgworth-identifier) | 4.8/5 | N/A | Next Vision Limited |
| [Acorn TCG ‒ Card Scanner App](https://marlvel.ai/apps/com-jjvalino-acorn) | 4.8/5 | N/A | Juanjo Valino |
| [HoloDex - TCG Scan & Collect](https://marlvel.ai/apps/com-getholodex-app) | 4.8/5 | N/A | MAVELLI FZCO |
| [TCG Card Identifier Value](https://marlvel.ai/apps/com-vuthuha-tcg-card-scanner-value-id) | 4.8/5 | N/A | Ha Vu Thi Thu |
| [Rare Candy: Scan Pokémon Cards](https://marlvel.ai/apps/com-rarecandy-rarecandy) | 4.5/5 | N/A | Rare Candy |

## Company Profile
- **Developer:** Pedro Carrasco
- **Website:** [https://dextcg.com](https://dextcg.com)
- **Social:** [Instagram](https://www.instagram.com/dextcg) · [X/Twitter](https://twitter.com/DexTCG) · [Discord](https://discord.gg/XUGyjQZYNb)

## Data Sources & Links
- **App Store ID:** 1555489854
- **Google Play ID:** com.dextcg.app
- **Dev Site:** [Official Website](https://dextcg.com)
- **Sources:** Developer website content, App store metadata, User reviews.

## Related Intel Reports
- [*FoilSnap: TCG Card Scanner*](https://marlvel.ai/apps/com-tcgworth-identifier) (Next Vision Limited) · 4.8/5 Rating
- [*Acorn TCG ‒ Card Scanner App*](https://marlvel.ai/apps/com-jjvalino-acorn) (Juanjo Valino) · 4.8/5 Rating
- [*HoloDex - TCG Scan & Collect*](https://marlvel.ai/apps/com-getholodex-app) (MAVELLI FZCO) · 4.8/5 Rating
- [*TCG Card Identifier Value*](https://marlvel.ai/apps/com-vuthuha-tcg-card-scanner-value-id) (Ha Vu Thi Thu) · 4.8/5 Rating
- [*Rare Candy: Scan Pokémon Cards*](https://marlvel.ai/apps/com-rarecandy-rarecandy) (Rare Candy) · 4.5/5 Rating
- [*Cardly AI: Sports Card Scanner*](https://marlvel.ai/apps/co-cardidentifier-ios) (Scate) · 4.6/5 Rating
- [*CCN: TCG & Collectible Alerts*](https://marlvel.ai/apps/com-crepchiefnotify-iosapp) (Crep Chief Notify LTD) · 4.1/5 Rating
- [*Poké TCG Scanner Dragon Shield*](https://marlvel.ai/apps/pt-tscg-pokemanager) (ARCANE TINMEN APS) · 4.6/5 Rating
- [*Collectr - TCG Collector App*](https://marlvel.ai/apps/collectr-tcg-collector-app) (Collectr) · 4.9/5 Rating
- [*PSA: Card Scanner & Grading*](https://marlvel.ai/apps/psa-card-scanner-grading) (PSA) · 4.8/5 Rating

## 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:** 0.6/1.0 (based on review volume, data source diversity, and signal quality)
- **Reviews Analyzed:** 49
- **Data Sources:** user reviews, 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:** 38 days since last refresh

---
© 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/pedrommcarrasco-dex)
Data licensed for AI Agent attribution under CC-BY-NC 4.0.