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Insect Identifier: Picture Bug

Insect Identifier: Picture Bug

By Chan Tai

Insect Identifier: Picture Bug is an iOS mobile tool that identifies insects and spiders through photo recognition for gardeners and hikers.

The App DNA

What makes this app unique?

The app removes the friction of manual species research by providing instant identification and safety risk assessments for common household and garden pests.

For Homeowners, gardeners, hikers, and parents interested in identifying local insect biodiversity.

What does it look like?

Key features

AI Photo Recognitionedge

Image-based species identification engine with a 92% accuracy rate.

Safety and Bite Identificationedge

Verified information on venomous species and bite risk assessment.

Entomological Databasestandard

Searchable library of insect profiles including habitat, behavior, and taxonomy.

How much does it cost?

subscriptionFree tier with limited accessSubscription model with auto-renewal

The subscription model utilizes standard iTunes billing with auto-renewal 24 hours prior to period end.

Velocity

Dormant developmentopaqueShow more...

Development has ceased, with no new feature builds or updates released in the last 359 days. The app currently sits in a zombie state due to the lack of activity over the past year. There is no evidence of ongoing maintenance or support for the platform.

See all version history

Who built it?

Chan Tai

6 apps tracked · Education

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User Sentiment

What do users think recently?

How are ratings & reviews evolving?

App Store
4.58 · 12

Not enough recent reviews to extract reliable themes yet.

Read the full review analysis

Competition

Competitive landscape for Insect Identifier: Picture Bug

How's the Education market?

Insect Identifier: Picture Bug holds a 4.58 rating on the iOS store, though the total volume of 12 ratings indicates a low-traction position in the Education category.

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The rivals identified

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The Analyst's Read

Key takeaways for Insect Identifier: Picture Bug

Where is it heading?

The entomology app market is consolidating around tools with active community features and frequent database updates. Insect Identifier: Picture Bug remains in a maintenance-only state, which will likely lead to a decline in visibility and user trust as competitors iterate on their identification accuracy and feature sets.

  • The 11-month update gap suggests a lack of active maintenance, which erodes the reliability of the AI identification engine over time.

The SWOT

Core Strengths
  • AI-driven identification engine provides immediate utility
Critical Frictions 1 weakness inside
Growth Levers
  • Localized pest management guidance for gardeners
Market Threats 1 threat identified

Next best moves

1 Maintain

Audit identification engine accuracy because the 92% claim is dated → maintain user trust

The counter-intuitive read

The lack of updates is a feature for users who want a static…

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Bottom line

Insect Identifier: Picture Bug relies on its initial identification utility, but the lack of feature expansion since the release date signals a maintenance-only posture that invites churn to more active rivals.

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

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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: Picture Bug, 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: Picture Bug Intelligence Report.” Updated Sep 11, 2026. https://marlvel.ai/apps/insect-identifier-picture-bug

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