--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Pest ID: Identify Pest Species" developer_entity: "Intelligent System Design" bundle_id: "com.isd.pestid" app_store_id: "6670521715" google_play_id: "com.pcsagri.pestid" category: "Education" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-10-14" report_date: "2026-05-14" last_verified: "2026-05-14T08:06:59.463Z" report_version: "1.3.2" total_reviews: 0 confidence: "low" confidence_score: 0.25 data_age_days: 48 momentum_velocity: "zombie" intelligence_version: 3 competitor_count: 6 tags: ["education", "free", "mobile app", "app review", "app analysis", "homeowners,", "agricultural", "professionals,"] canonical_url: "https://marlvel.ai/intel-report/education/pest-id-identify-pest-species" license: "CC-BY-NC 4.0" content_version: "v2" --- # Pest ID: Identify Pest Species App Audit ## TL;DR {#tldr} - **Category**: Education · Free > **TL;DR:** Pest ID: Identify Pest Species is a education app by Intelligent System Design, available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Pest ID: Identify Pest Species is a education app by Intelligent System Design. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Education | | **Developer** | Intelligent System Design | | **Pricing** | Free | | **Platforms** | iOS & Android | | **Confidence** | Low (0.25/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Intelligent System Design - **Category:** Education - **Target Audience:** Homeowners, agricultural professionals, and researchers requiring rapid pest identification and population monitoring. - **Platforms:** iOS & Android - **Version Audited:** 1.3.2 - **Audit Date:** 2026-05-14 - **Signal Count:** 1 reviews analyzed - **Confidence:** Low (0.25/1.0) - **App Store ID (iOS):** 6670521715 - **Bundle ID:** com.isd.pestid - **Google Play ID:** com.pcsagri.pestid - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-05-14 ## Executive Snapshot **What it is:** Pest ID is an AI-powered identification tool for pests and species, available on iOS and Android. **Why users hire it:** Users hire Pest ID to bridge the knowledge gap between field observation and scientific classification, reducing the time required to identify high-risk agricultural threats. ## App DNA (Features & Intent) - **[Differentiator] AI-Powered Pest Identification:** Image analysis model classifies pests and species from camera or gallery uploads * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Integrated Map View:** Google Maps overlay displays geographic distribution of identified species ## Market Position {#market-position} Pest ID operates as a niche educational tool, currently lacking the monetization and retention mechanics seen in broader agricultural diagnostic apps. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to download - **Analysis:** The app is currently free to download with no visible IAP or subscription gates, functioning as a research and data collection tool. ## SWOT Analysis {#swot} **Core Strengths:** - AI-powered classification model provides immediate utility for field identification - Integrated map view enables geographic tracking of species distribution **Critical Frictions:** - Zero monetization strategy limits long-term sustainability - No cloud-save functionality for identification history - First-release build includes minor bugs **Growth Levers:** - B2B distribution through agricultural partnerships - Expansion into wearable integration for hands-free field use **Market Threats:** - Rapid feature expansion from BioGuard threatens niche market share - Lack of community features allows rivals to capture user attention ## Recent Changes (v2 → v3) {#recent-changes} The report transitions from addressing a critical localization failure to identifying fundamental gaps in monetization and data persistence. **Overall trend**: Mixed **Compared at**: 2026-05-14 ### High-impact changes - **[Removed] Sentiment analysis data removed** (sentiment) — User sentiment metrics and complaint logs are no longer provided, preventing tracking of the previous French-localization regression. ### Medium-impact changes - **[Added] New competitive threats and product weaknesses** (swot) — Added 'Lack of cloud-save functionality' as a weakness and 'BioGuard' as a direct threat to market share. - **[Shifted] Strategic focus shift** (positioning) — Executive summary shifted from prioritizing technical stability to addressing the lack of monetization and retention loops. ### Low-impact changes - **[Removed] Feature list reduction** (features) — Educational Fun Facts and Identification History were removed from the key features list. ## What's New - **Latest (v1.3.2, 1 years ago):** Fixed image orientation and UI responsiveness; temporarily disabled Species, Stories, and Points features for AI development. ## App Momentum (Zombie) {#momentum} - Released initial production build. - Integrated Google Maps species tracking. > **Cadence:** 2 total versions · 1 majors in last 6 months · 211 days since last update · 189 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Pest ID: Identify Pest Species is an established education app that is completely free. > **Bottom Line:** Pest ID provides immediate utility through AI identification, but lacks the retention loops needed to compete with BioGuard, so the team must prioritize cloud-sync and monetization to survive. **Best for:** Homeowners, agricultural professionals, and researchers requiring rapid pest identification and population monitoring. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [MEDIUM IMPACT] Ship cloud-save functionality because it is a standard expectation for history-based tools → increase user retention — *History tracking is a core feature, but local-only storage creates a high churn risk if users lose data upon device migration.* _(trade-off: deprioritize Pause the expansion of the species library to focus on data persistence.)_ - [ ] [PIVOT] [HIGH IMPACT] Implement a freemium gate for advanced identification reports because the current free model lacks revenue → improve LTV — *The app currently has no monetization, which is unsustainable for a tool requiring ongoing AI model maintenance.* _(trade-off: deprioritize Deprioritize new UI features to focus on the payment gateway integration.)_ ### Feature Gaps vs Competitors - Garden tracking (available in BioGuard) - Project management tools (available in Grow It!) ### Outlook: Mixed The agricultural diagnostic market is consolidating around apps that combine identification with long-term garden management. Pest ID's current focus on static identification leaves it exposed to rivals that offer persistent tracking, so the team must add utility beyond the initial scan to retain users. - ⚪ The app remains in a research-utility phase, which limits its ability to compete with feature-rich rivals like BioGuard. - 🔴 The absence of a monetization strategy suggests a lack of long-term commercial viability, which will likely force a pivot or sunset. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS & Android | | Key Features | 2 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Pest ID: Identify Pest Species** (this app) | N/A/5 | N/A | Intelligent System Design | | [HeartVision](https://marlvel.ai/intel-report/medical/heartvision) | 5.0/5 | N/A | Usama Nasir | | [DrPhos' Stoichiometry](https://marlvel.ai/intel-report/education/drphos-stoichiometry) | 5.0/5 | N/A | Monte L Helm | | [Grow It! - Plant Scanner & Lab](https://marlvel.ai/intel-report/education/grow-it-plant-scanner-lab) | N/A/5 | N/A | GROWITHJESSIE INC | | [Periodic Table 2025: Chemistry](https://marlvel.ai/intel-report/education/periodic-table-2025-chemistry) | 5.0/5 | N/A | Darian Orn | | [BioGuard - Plant & Bug Doctor](https://marlvel.ai/intel-report/education/bioguard-plant-bug-doctor) | N/A/5 | N/A | CEM GUVEN | ## Company Profile - **Developer:** Intelligent System Design - **Website:** [https://isd.ai/products/pest-id](https://isd.ai/products/pest-id) - **Social:** [LinkedIn](https://www.linkedin.com/in/julian-van-den-berg-824b7a49) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/pest-id-identify-pest-species/id6670521715?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.pcsagri.pestid&hl=en&gl=us) - **Dev Site:** [Official Website](https://isd.ai/products/pest-id) - **Sources:** Developer website content, About us / company information, App store metadata. ## Related Intel Reports - [*HeartVision*](https://marlvel.ai/intel-report/medical/heartvision) (Usama Nasir) — 5.0/5 Rating | N/A Sentiment - [*DrPhos' Stoichiometry*](https://marlvel.ai/intel-report/education/drphos-stoichiometry) (Monte L Helm) — 5.0/5 Rating | N/A Sentiment - [*Grow It! - Plant Scanner & Lab*](https://marlvel.ai/intel-report/education/grow-it-plant-scanner-lab) (GROWITHJESSIE INC) — N/A Rating | N/A Sentiment - [*Periodic Table 2025: Chemistry*](https://marlvel.ai/intel-report/education/periodic-table-2025-chemistry) (Darian Orn) — 5.0/5 Rating | N/A Sentiment - [*BioGuard - Plant & Bug Doctor*](https://marlvel.ai/intel-report/education/bioguard-plant-bug-doctor) (CEM GUVEN) — N/A Rating | N/A Sentiment - [*Geology Toolkit: Field Guide*](https://marlvel.ai/intel-report/education/geology-toolkit-field-guide) (Laurence Wayne) — 4.6/5 Rating | N/A Sentiment - [*Elevate - Brain Training Games*](https://marlvel.ai/intel-report/education/elevate-brain-training-games) (The Mind Company) — 4.7/5 Rating | N/A Sentiment - [*Flash Cards Flashcards Maker*](https://marlvel.ai/intel-report/education/flash-cards-flashcards-maker) (Infinite Wave Media, LLC) — 4.0/5 Rating | Mixed Sentiment - [*Peak - Brain Training*](https://marlvel.ai/intel-report/education/peak-brain-training) (Synaptic Labs) — 4.7/5 Rating | Positive Sentiment - [*Flashcards Deluxe*](https://marlvel.ai/intel-report/education/flashcards-deluxe) (OrangeOrApple.com) — 4.5/5 Rating | Excellent Sentiment ## 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 and evidence quoting. 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:** 0.25/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **Data Sources:** developer website, company about page, 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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/education/pest-id-identify-pest-species) Data licensed for AI Agent attribution under CC-BY-NC 4.0.