--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Dog Breed Identifier & Scanner" developer_entity: "BoltQ Media" bundle_id: "com.dog.identifier.ai.app" app_store_id: "6680191705" category: "Reference" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-11-17" report_date: "2026-08-11" last_verified: "2026-08-11T00:00:00.000Z" report_version: "1.2" total_reviews: 31 overall_rating: 4.4 sentiment: "Upset" sentiment_score: 10 confidence: "medium" confidence_score: 0.45 top_complaint_theme: "Inaccurate breed identification logic misclassifies common dog breeds, undermining the core utility of the app" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 15 momentum_velocity: "zombie" intelligence_version: 3 tags: ["reference", "free", "upset sentiment", "mobile app", "app review", "app analysis", "nature", "enthusiasts,", "students"] canonical_url: "https://marlvel.ai/apps/dog-breed-identifier-scanner" license: "CC-BY-NC 4.0" content_version: "v2" --- # Dog Breed Identifier & Scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Reference · Free - **Signal**: Rating 4.39 · Sentiment Upset - **Recent focus**: Inaccurate breed identification logic misclassifies common dog breeds, undermining the core utility of the app (top complaint) > **TL;DR:** Dog Breed Identifier & Scanner is a reference app by BoltQ Media, rated 4.39/5 by 31 users, with Upset user sentiment (10/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Dog Breed Identifier & Scanner faces Upset user sentiment (4.39/5 from 31 reviews), with users reporting inaccurate breed identification logic misclassifies common dog breeds, undermining the core utility of the app as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.39/5 (31 reviews) | | **User Mood** | Upset | | **Category** | Reference | | **Developer** | BoltQ Media | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 15d | ## Metadata & Market Performance - **Publisher:** BoltQ Media - **Category:** Reference - **Target Audience:** Nature enthusiasts, students of entomology, and parents seeking educational tools. - **Platforms:** iOS - **Version Reviewed:** 1.2 - **Report Date:** 2026-08-11 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6680191705 - **Bundle ID:** com.dog.identifier.ai.app - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-11 ## Executive Snapshot **What it is:** Dog Breed Identifier & Scanner is a reference utility for identifying insects and dog breeds via AI image recognition on iOS. **Why users hire it:** Users hire the app to satisfy curiosity about their surroundings through instant species identification and follow-up Q&A, so the value depends entirely on the accuracy of the underlying AI model. ## App DNA (Features & Intent) - **[Standard] AI Image Identification:** Image recognition engine identifies insect and bug species from user-uploaded photos; expands ad-impression inventory. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] AI Follow-up Q&A:** Conversational interface allows users to ask specific questions about identified species. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Achievement System:** Gamified tracking of identification milestones; encourages repeat scanning sessions to increase ad-inventory. * *User Intent:* Users want visibility into their own performance and progress. ## Market Position {#market-position} The app occupies the Reference category with a 4.38 rating based on 31 total ratings, though the lack of updates since late 2024 signals a transition into maintenance mode. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to identification and database features - **Analysis:** The app operates as a free utility with no visible subscription or IAP gates. ## 🔴 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 4.39/5 - **Platform Split:** iOS 4.4/5 (31 ratings) - **Overall Sentiment:** Upset - **Note:** The 4.39/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Complaints (Impact Areas) - **Inaccurate breed identification logic misclassifies common dog breeds, undermining the core utility of the app** ## SWOT Analysis {#swot} **Core Strengths:** - Conversational AI follow-up Q&A provides utility beyond simple image classification **Growth Levers:** - Integration of verified entomology databases could restore credibility for student segments ## Recent Changes (v2 → v3) {#recent-changes} The product remains in a zombie state with no functional updates, but the intelligence report has been refined to better articulate the specific competitive threats and potential pivot paths. **Overall trend**: Stable **Compared at**: 2026-08-11 ### Medium-impact changes - **[Shifted] SWOT Analysis Refinement** (swot) - **[Shifted] Strategic Pivot Recommendation** (positioning) ### Low-impact changes - **[Shifted] Executive Summary Tone** (positioning) ## What's New - **Latest (v1.2, 1 years ago):** Introduced Dog Profiles for scanned dogs and a new Dog Achievements system, alongside faster identification speeds. ## App Momentum (Zombie) {#momentum} - Silent for over 20 months. - No feature updates since late 2024. > **Cadence:** 1 total versions · 1 majors in last 6 months · 631 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Dog Breed Identifier & Scanner is a reference app that is completely free. It holds a 4.39/5 rating from 31 reviews. > **Bottom Line:** The app provides a free, accessible entry point for species identification, but the failure of its core AI logic to correctly classify common breeds renders the utility unreliable, so the developer must prioritize identification accuracy before the user base churns entirely. **Best for:** Nature enthusiasts, students of entomology, and parents seeking educational tools. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit identification logic because inaccurate results are the primary driver of negative sentiment → restore user trust and rating baseline. ### Outlook: Declining The reference utility market is consolidating around apps with high-frequency model updates and community-verified data. The lack of development since late 2024 leaves this app exposed to performance degradation, so the user base will likely continue to churn toward more reliable alternatives. - 🔴 The 20-month update silence indicates the product is in maintenance mode, which prevents the app from competing with actively iterated identification tools. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.39/5 | | Total Reviews | 31 | | Sentiment | Upset (10/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Dog Breed Identifier & Scanner** (this app) | 4.39/5 | Upset | BoltQ Media | | [올어바웃성경](https://marlvel.ai/apps/com-allabout-bibleapp) | 5.0/5 | N/A | Gilju Lee | | [Hallow: Prayer & Meditation](https://marlvel.ai/apps/hallow-prayer-meditation) | 4.7/5 | n/a | Hallow, Inc. | | [고려대 한국어 속담 사전](https://marlvel.ai/apps/app--428) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [우리말 의학사전](https://marlvel.ai/apps/app--427) | N/A/5 | N/A | DaolSoft, Co., Ltd. | | [공인중개사 용어사전](https://marlvel.ai/apps/app--429) | N/A/5 | N/A | DaolSoft, Co., Ltd. | ## Company Profile - **Developer:** BoltQ Media - **Website:** [https://ai-identifier.appstraw.com/](https://ai-identifier.appstraw.com/) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/dog-breed-identifier-scanner/id6680191705?uo=4) - **Dev Site:** [Official Website](https://ai-identifier.appstraw.com/) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*올어바웃성경*](https://marlvel.ai/apps/com-allabout-bibleapp) (Gilju Lee) · 5.0/5 Rating - [*Hallow: Prayer & Meditation*](https://marlvel.ai/apps/hallow-prayer-meditation) (Hallow, Inc.) · 4.7/5 Rating - [*고려대 한국어 속담 사전*](https://marlvel.ai/apps/app--428) (DaolSoft, Co., Ltd.) · N/A Rating - [*우리말 의학사전*](https://marlvel.ai/apps/app--427) (DaolSoft, Co., Ltd.) · N/A Rating - [*공인중개사 용어사전*](https://marlvel.ai/apps/app--429) (DaolSoft, Co., Ltd.) · N/A Rating - [*브리태니커 콘사이스 백과사전*](https://marlvel.ai/apps/app--425) (DaolSoft, Co., Ltd.) · N/A Rating - [*100 Radio Hrvatska (HR) : Vijesti, glazba, Nogomet*](https://marlvel.ai/apps/100-radio-hrvatska-hr-vijesti-glazba-nogomet) (Thomas Gesland) · 1.0/5 Rating - [*100 US Citizenship Test Questions 2017*](https://marlvel.ai/apps/100-us-citizenship-test-questions-2017) (Andrey Fetisov) · 4.7/5 Rating - [*١٠١ پرسیار لە زانستی قورئان*](https://marlvel.ai/apps/app--952) (Abdulwahab F. Omar) · 5.0/5 Rating - [*112 Bible Maps + Commentaries*](https://marlvel.ai/apps/com-biblestudypro-112biblemaps) (Sand Apps Inc.) · 3.5/5 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **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:** 15 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/dog-breed-identifier-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.