Pest ID is an AI-powered identification tool for pests and species, available on iOS and Android.
The App DNA
What makes this app unique?
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.
For Homeowners, agricultural professionals, and researchers requiring rapid pest identification and population monitoring.
What does it look like?
Key features
Image analysis model classifies pests and species from camera or gallery uploads
Google Maps overlay displays geographic distribution of identified species
How much does it cost?
The app is currently free to download with no visible IAP or subscription gates, functioning as a research and data collection tool.
Velocity
Dormant developmentUX improvementsperformanceShow more...
The app has entered a zombie state, with no releases recorded in the last 7 months and the most recent update occurring over 13 months ago. The development history shows a significant gap between the last two releases, indicating a complete cessation of updates. There is no evidence of active maintenance, feature development, or live operations.
Who built it?
User Sentiment
What do users think recently?
How are ratings & reviews evolving?
Not enough recent reviews to extract reliable themes yet.
Read the full review analysisCompetition
Competitive landscape for Pest ID: Identify Pest Species
How's the Education market?
Pest ID operates as a niche educational tool, currently lacking the monetization and retention mechanics seen in broader agricultural diagnostic apps.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Pest ID: Identify Pest Species
Where is it heading?
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.
The SWOT
- AI-powered classification model provides immediate utility for field identification
- Integrated map view enables geographic tracking of species distribution
- B2B distribution through agricultural partnerships
- Expansion into wearable integration for hands-free field use
Next best moves
Ship cloud-save functionality because it is a standard expectation for history-based tools → increase user retention
+ 1 more prioritized moveThe counter-intuitive read
The lack of monetization is a strategic error…
Read the full takeFeature gaps
Garden tracking (available in BioGuard) +1
Since the last report: The report transitions from addressing a critical localization failure to identifying fundamental gaps in monetization and data persistence.
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.
Unlock 3 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
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