🤖

AI Verdict

Confidence: High
⚠️ High Risk

Market is too niche with limited budgets, current player shows clear signs of failure ($0 MRR, -34% growth), and better-funded alternatives exist. Only enter if you have specific domain expertise and can secure non-dilutive funding (grants).

💰

Financials

MRR$0
30d Growth-34.5%
🌱 Early Stage
🏗️

Buildability

37
Challenging
Animal Detect

Animal Detect

Platform to manage your wildlife data, remove blank images, and accurately categorize animal species in minutes. Customers pay a monthly/annual subscription based on the number of images to be processed monthly (our measurement metric).

🤖 AI🔗 Visit Website ↗𝕏 @eugene_galaxy
🔗Visit Website0🔍See similar
🤖AI Deep Dive

Wildlife AI platform with $0 MRR and -34% monthly growth, struggling to find product-market fit.

📊
Market SizeMedium($100M-$1B) - niche but growing conservation tech market
📈
Growth StagePre-PMF
⏱️
Build Time3-4 months for core classification pipeline
💼
Business ModelSaaS
🏰Competitive Moat

None currently - no proprietary data, weak brand, basic tech stack

⚔️Main Competitors
Wildlife Insights by GoogleTrailCam ProCamelotCustom ML solutions
👥Who's it for
  • Wildlife researchers and conservation organizations needing automated image classification (pain point: manual sorting of camera trap images)
  • Environmental consulting firms, academic institutions, government agencies
💡Market Opportunities
  • No clear enterprise pricing
  • Missing batch processing features
  • No API for integration
  • Limited export options
🎯Differentiation Ideas
  • Real-time processing
  • Mobile app for field researchers
  • Collaborative annotation tools
  • Integration with research databases
📣Growth Channels
Social media (Discord, LinkedIn, Instagram, Twitter)Direct outreach to research institutions
🚀Viral Potential

Low - B2B niche product with limited network effects

⚠️Risk Factors
  • Market may be too small for sustainable SaaS
  • Academic/research budgets are limited
  • Open-source alternatives emerging
  • Data privacy concerns with wildlife location data
💰Pricing Reference
free
🚀How to Build Something Similar
Complexity
6/10
Estimated Cost

$15k-$25k for MVP (development + initial hosting)

Key Features
  • Image upload & management
  • AI animal detection model
  • Species classification
  • Export functionality
  • Basic dashboard
Suggested Stack
Next.js/React frontendFastAPI/Flask backendPyTorch/TensorFlow for MLAWS S3 for storagePostgreSQL for data
MVP 范围

Skip: Advanced analytics, Multiple export formats, Team collaboration features, API access

🔍SEO Keywords
wildlife image classificationcamera trap analysis softwareanimal detection AIconservation technologyautomated species identification
Revenue Trends
🤖 AI Revenue Insights
📉TrendFalling (0.0%)
💰Avg daily revenue$0
📊StabilityLow
💡Revenue is declining—worth investigating
Daily Revenue2025-10-12 → 2026-01-17
$129$96$62$2910-1211-1212-1401-17Revenue▲ $119▼ $39
Hourly Revenue12-27 02:00 → 01-17 15:00
$133$84$35-$1402:0015:00Revenue▲ $119▼ $0
Tech Stack
🛠️Tech Stack
⚛️Frontend
Next.js
☁️Hosting
Vercel
📊Analytics
Google AnalyticsPostHog
Market Insights
✨Ask AI
📊Traffic Data
👥
Monthly Visits
466+175.74%
📈
Bounce Rate
67.54%
⏱️
Avg. Duration
00:00:00
📄
Pages/Visit
1.02
📅
Domain Age
2.64 years
🔄 Traffic Sources
search46.9%
referrals35.2%
direct8.3%
social7.9%
paidReferrals1.6%
🌍 Top Regions
United States
98.2%
Italy
1.8%
🔑 Top Keywords
KeywordTrafficVolumeCPC
megadetector evaluation120130$0.00
megadetector evaluation on lilabc120130$0.00
animal discovery tool4040$0.00
animal image ai interpretation2030$0.00
megadetector0660$0.00
🌐 Domain Info
Domain Age2.64 years
Created2023-5-2
Expires2026-5-2
RegistrarKey-Systems GmbH
📊How It Compares
MRR$0
Top 100%
Total Revenue$143
Top 33%
30d Growth-34.5%
Top 62%
Followers371
Top 38%
Category Average
ai
Avg MRR$11,628
Avg Growth+85.7%
Products in Category307
🎯How competitive?
💰Are people paying?
📈Is it growing?
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Animal Detect · MRR $0 | ShipByData