--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Antique Identifier By Picture" developer_entity: "Picture Vision Studio LLC" bundle_id: "com.cacm.antiqueappraiser" app_store_id: "6742078530" category: "Reference" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-06-11" report_date: "2026-09-24" last_verified: "2026-09-24T00:00:00.000Z" report_version: "1.0.5" total_reviews: 304 overall_rating: 4.5 sentiment: "Frustrated" sentiment_score: 35 confidence: "low" confidence_score: 0.35 top_praise_theme: "The absence of advertisements and subscription requirements makes the identification tool accessible for casual users" top_complaint_theme: "Inaccurate identification of vintage items leads to frustration regarding the reliability of the artificial intelligence" review_sample_size: 6 total_review_count: 6 analyzed_review_count: 6 data_age_days: 6 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["reference", "free", "frustrated sentiment", "mobile app", "app review", "app analysis", "collectors,", "antiquarians,", "history"] canonical_url: "https://marlvel.ai/apps/antique-identifier-by-picture-3" license: "CC-BY-NC 4.0" content_version: "v2" --- # Antique Identifier By Picture Intelligence Report ## TL;DR {#tldr} - **Category**: Reference · Free - **Signal**: Rating 4.47 · Sentiment Frustrated - **Recent focus**: Inaccurate identification of vintage items leads to frustration regarding the reliability of the artificial intelligence (top complaint) · The absence of advertisements and subscription requirements makes the identification tool accessible for casual users (top praise) > **TL;DR:** Antique Identifier By Picture is a reference app by Picture Vision Studio LLC, rated 4.47/5 by 304 users, with Frustrated user sentiment (35/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Antique Identifier By Picture faces Frustrated user sentiment (4.47/5 from 304 reviews), with users reporting inaccurate identification of vintage items leads to frustration regarding the reliability of the artificial intelligence as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.47/5 (304 reviews) | | **User Mood** | Frustrated | | **Category** | Reference | | **Developer** | Picture Vision Studio LLC | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.35/1.0) | | **Data Age** | 6d | ## Metadata & Market Performance - **Publisher:** Picture Vision Studio LLC - **Category:** Reference - **Target Audience:** Collectors, antiquarians, and history enthusiasts seeking quick identification of vintage items. - **Platforms:** iOS & Android - **Version Reviewed:** 1.0.5 - **Report Date:** 2026-09-24 - **Signal Count:** 6 reviews analyzed - **Confidence:** Low (0.35/1.0) - **App Store ID (iOS):** 6742078530 - **Bundle ID:** com.cacm.antiqueappraiser - **Google Play ID:** com.cacm.antiqueappraiser - **Data Window:** Analysis based on signals collected up to 2026-09-24 ## Executive Snapshot **What it is:** Antique Identifier By Picture is a camera-based AI tool for identifying vintage items and archiving discoveries on iOS and Android. **Why users hire it:** It removes the friction of manual research for casual collectors by providing instant, albeit currently inconsistent, identification of vintage goods. ## App DNA (Features & Intent) - **[Standard] AI Antique Recognition:** Camera-based image analysis identifies vintage items using AI models. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Discovery History:** Local storage of identified items for future reference. * *User Intent:* Users want to quickly find relevant content or features. - **[Basic] Professional Appraisal Disclaimer:** In-app notice directing users to human experts for authentication. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Antique Identifier By Picture occupies a niche in the Reference category with a 4.49 rating on iOS across 285 reviews. The absence of monetization distinguishes it from category rivals, though the lack of updates since the initial launch limits its competitive growth. ## Monetization Strategy - **Model:** Free - **Tiers:** Free access to all current features - **Analysis:** The app operates as a free utility with no visible in-app purchases or subscription gates. ## 🔴 User Sentiment (Low Confidence: 6 of 6 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.47/5 - **Platform Split:** iOS 4.5/5 (285 ratings) | Android 4.2/5 (19 ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.47/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **The absence of advertisements and subscription requirements makes the identification tool accessible for casual users** ### Top Complaints (Impact Areas) - **Inaccurate identification of vintage items leads to frustration regarding the reliability of the artificial intelligence** ## SWOT Analysis {#swot} **Core Strengths:** - Ad-free utility model lowers user acquisition friction **Growth Levers:** - Refine image processing to resolve scan errors ## What's New - **Latest (v1.0.0, 3 months ago):** Launched Antique Identifier with photo-based identification, discovery history, and AI-powered vintage exploration. ## App Momentum (Maintenance) {#momentum} - Launched initial AI identification feature. - No updates in 105 days. > **Cadence:** 2 total versions · 1 majors in last 6 months · 105 days since last update · 6 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Antique Identifier By Picture is a reference app that is completely free. With a 4.47/5 rating from 304 reviews, it draws more critical themes in recent reviews than its store average suggests. > **Bottom Line:** Antique Identifier By Picture must address the core AI identification failures to retain its user base, as the current lack of reliability outweighs the benefit of its ad-free model. Improving accuracy would unlock the potential for a sustainable, high-retention collector archive. **Best for:** Collectors, antiquarians, and history enthusiasts seeking quick identification of vintage items. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild AI training set because identification accuracy is the top complaint → improve retention ### Outlook: Declining Users report: The vintage identification market is consolidating around tools that offer higher accuracy and professional-grade verification. Antique Identifier By Picture remains exposed due to its stalled development cadence and technical regressions, which will likely accelerate user churn if the core AI utility is not refined. - 🔴 The lack of updates for over three months suggests a maintenance-only state, which leaves the app vulnerable to more active, feature-rich competitors. - 🔴 Persistent AI misidentification errors erode user trust, which compounds the churn risk already visible in the low-confidence sentiment score. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.47/5 | | Total Reviews | 304 | | Sentiment | Frustrated (35/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Antique Identifier By Picture** (this app) | 4.47/5 | Frustrated | Picture Vision Studio LLC | | [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:** Picture Vision Studio LLC ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/antique-identifier-by-picture/id6742078530?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.cacm.antiqueappraiser&hl=en&gl=us) - **Sources:** 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 - [*10ten Japanese Reader*](https://marlvel.ai/apps/10ten-japanese-reader) (Birchill, Inc.) · 4.9/5 Rating ## Frequently Asked Questions {#faq} ### Is Antique Identifier By Picture accurate enough for professional appraisals? No. The app is intended for AI-based assistance only. For precise valuation or authentication, the developer explicitly directs users to consult a professional appraiser. ### Does Antique Identifier By Picture have intrusive ads or subscriptions? No. The app currently operates as a free utility with no visible advertisements or subscription gates. ### Why does the app say my photo is too small to scan? Users report persistent image processing errors stating that photos are insufficient for analysis, which is a known technical friction point in the current version. ## 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:** 0.35/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 6 - **Data Sources:** user reviews, 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:** 6 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/antique-identifier-by-picture-3) Data licensed for AI Agent attribution under CC-BY-NC 4.0.