Insect Identifier by Picture

Insect Identifier by Picture

By Marcin Slusarek

Insect Identifier by Picture is a camera-based identification tool for insects and spiders on iOS, designed for homeowners and parents.

The App DNA

What makes this app unique?

The app removes the cognitive cost of identifying potentially venomous or harmful insects by providing immediate safety guidance and conversational follow-ups.

For Homeowners, gardeners, and parents seeking immediate safety information about insects found in their environment.

What does it look like?

Key features

AI Insect Identificationstandard

Camera-based image recognition provides common and scientific names with a confidence meter.

Coco AI Assistantedge

Conversational interface allows users to ask follow-up questions about safety, habitat, and behavior.

Safety Assessmentedge

Provides immediate guidance on whether an insect is venomous, stings, or causes skin irritation.

How much does it cost?

subscriptionFree tier with limited identificationsPro tier with unlimited identifications and AI questions

The subscription model uses a weekly or yearly cadence with an introductory price point to lower the barrier for initial conversion.

Velocity

Maintenance developmentperformanceUX improvementsShow more...

The app has shipped only two versions over the last 25 months, resulting in a maintenance-level cadence of approximately 0.02 releases per week. The latest release addresses minor performance improvements and subscription-service interruptions, following a significant period of inactivity since the previous build. Development is currently focused on stability and UX refinements rather than new content or feature expansion. The app remains in a maintenance state with no evidence of a regular update schedule.

See all version history

Who built it?

Marcin Slusarek

4 apps tracked · Utilities

Soci.AI - Social Media ManagerSoci.AI - Social Media ManagerScanner: QR & Barcode ReaderScanner: QR & Barcode ReaderBase64 Image ConverterBase64 Image Converter
Explore the full publisher profile

User Sentiment

What do users think recently?

How are ratings & reviews evolving?

App Store
4.20 · 5

Not enough recent reviews to extract reliable themes yet.

Read the full review analysis

Competition

Competitive landscape for Insect Identifier by Picture

How's the Utilities market?

Insect Identifier by Picture holds a niche position in the Utilities category with 5 total ratings on iOS. The reliance on a subscription model for core diagnostic features creates a high barrier to entry compared to ad-supported identification tools.

Read the market outlook

The rivals identified

Unlock the deeper market read.

Access the full report for free

The Analyst's Read

Key takeaways for Insect Identifier by Picture

Where is it heading?

Users report: The identification market is consolidating around apps that offer high-frequency community interaction and rapid feature iteration. Insect Identifier by Picture remains exposed due to its maintenance-only cadence, which will likely lead to stagnation as competitors improve identification accuracy and social features.

  • The dormant release cadence (no major updates in six months) suggests a lack of active feature investment, which erodes competitive standing.
  • The subscription-gated AI assistant remains the primary value proposition, but requires consistent model improvements to maintain utility against free, ad-supported alternatives.

The SWOT

Core Strengths
  • Coco AI assistant provides a conversational diagnostic layer that differentiates the app from static identification tools
Critical Frictions 1 weakness inside
Growth Levers
  • Localized pricing could be tested in markets where the category rival charges higher premiums
Market Threats 1 threat identified

Next best moves

1 Invest

Ship a free-tier usage tracker because users report uncertainty regarding identification limits → increase conversion to Pro

The counter-intuitive read

The app's low rating count is an advantage: it allows for rapid…

Read the full take

Bottom line

The conversational AI assistant provides a unique diagnostic value that could secure a loyal user base, but the current maintenance-mode cadence prevents the app from scaling against more active rivals.

Unlock 1 critical friction, 1 market threat and the analyst’s take.

Access the full report for free

FAQ

Is Insect Identifier by Picture safe for identifying venomous bugs?
The app provides general safety guidance, including whether an insect is venomous or causes skin irritation. However, it is not medical advice, and users should contact emergency services if they feel unwell after a bite or sting.
Does Insect Identifier by Picture require a subscription?
The app uses a freemium model. While basic identification is available, unlimited identifications and access to the Coco AI assistant are gated behind a weekly or yearly Pro subscription.
What is the difference between Insect Identifier by Picture and free identification apps?
Insect Identifier by Picture differentiates itself through Coco, an AI assistant that allows for follow-up questions about safety and habitat, whereas many free alternatives provide only static identification results.

Sources

  1. [1] App Store

Report last updated

Disclosure: Independent intel to help mobile builders succeed.

AI-powered analysis with automated quality gates, built from publicly available sources. Marlvel.ai is not affiliated with, endorsed by, or sponsored by Insect Identifier by Picture, its developer, the app publisher, Apple, or Google Play. All trademarks, logos, and screenshots referenced remain the property of their respective owners.

Cite this report

Marlvel.ai. “Insect Identifier by Picture Intelligence Report.” Updated Oct 7, 2026. https://marlvel.ai/apps/insect-identifier-by-picture

Agent Markdown (.md)See methodologyContact support

Data licensed under CC-BY-NC 4.0