🤖

AI Verdict

Confidence: Medium
✅ Worth Building

Market opportunity exists but current execution shows weaknesses; differentiate with better pricing transparency, stronger integrations, and vertical focus to avoid direct competition.

💰

Financials

MRR$51,572
30d Growth-16.3%
🚀 High Growth
🏗️

Buildability

65
Moderate
ChatDash, LLC

ChatDash, LLC

ChatDash는 에이전시를 위해 맞춤 제작된 화이트 라벨 AI 어시스턴트 대시보드 솔루션으로, 고객이 자신의 지식 베이스를 관리할 수 있는 맞춤형 브랜딩 가능 인터페이스를 제공할 수 있게 합니다. 이 플랫폼은 지식 베이스 유지 관리에 소요되는 시간을 절약하고 AI 챗봇 서비스에 대한 높은 가격 책정을 가능하게 함으로써 에이전시가 제공하는 가치를 향상시킵니다. 소규모 스타트업부터 기존 기업까지 다양한 규모의 에이전시를 위한 플랜을 제공하는 ChatDash는 완전한 Voiceflow 및 OpenAI Assistant API 통합과 전담 지원을 결합하여 전반적으로 프리미엄 브랜드 고객 경험을 제공합니다.

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🤖AI Deep Dive

White-labeled AI dashboard for agencies at $51.6K MRR but declining -16% monthly.

📊
Market SizeMedium ($100M-$1B) - based on agency SaaS market and AI service providers
📈
Growth StageEarly Growth with concerning signals
⏱️
Build Time3-4 months for core white-label dashboard
💼
Business ModelSaaS
🏰Competitive Moat

White-label customization for agencies, Voiceflow/OpenAI integrations - but limited defensibility

⚔️Main Competitors
Salesforce Service CloudZendeskCustom-built solutionsOther white-label chatbot platforms
👥Who's it for
  • Digital agencies offering AI chatbot services to clients (pain point: manual KB management)
  • Marketing/consulting firms wanting branded AI interfaces
💡Market Opportunities
  • No clear pricing transparency
  • Limited integration ecosystem
  • Weak customer validation
  • No mobile app
🎯Differentiation Ideas
  • Vertical-specific templates (e.g., real estate, healthcare)
  • No-code workflow builder
  • Better analytics and ROI tracking
  • Marketplace for pre-trained industry models
📣Growth Channels
Discord communityDirect agency outreach (inferred)Word-of-mouth in agency circles
🚀Viral Potential

Low - B2B agency tool with limited network effects

⚠️Risk Factors
  • Market saturation with established competitors
  • Agency churn in economic downturns
  • AI API cost volatility
  • Negative growth trend continuing
  • Limited moat against clones
💰Pricing Reference
free trialfree7 days free trial
🚀How to Build Something Similar
Complexity
6/10
Estimated Cost

$25K-$40K for MVP with 2-3 developers over 3-4 months

Key Features
  • Multi-tenant white-label dashboard
  • Knowledge Base management interface
  • OpenAI API integration
  • Basic analytics
  • Brand customization options
Suggested Stack
Next.js/React frontendNode.js/Express backendPostgreSQL databaseTailwind CSS for stylingStripe for payments
MVP 范围

Skip: Advanced AI model training, Multiple AI provider integrations, Enterprise SSO, Custom workflow automation

🔍SEO Keywords
white label AI dashboardagency chatbot platformcustom AI assistantknowledge base managementbranded chatbot solution
수익 트렌드
🤖 AI Revenue Insights
📉TrendFalling (0.0%)
💰Avg daily revenue$0
📊StabilityLow
💡Revenue is declining—worth investigating
일일 수익2025-12-21 → 2026-01-19
$2,700$1,748$796-$1562025-12-212026-01-052026-01-19수익▲ $2,423▼ $120
시간별 수익01-14 11:00 → 01-19 23:00
$1,536$970$404-$16201-14 11:0001-17 17:0001-19 23:00수익▲ $1,371▼ $2
Tech Stack
🛠️Tech Stack
⚛️Frontend
Tailwind CSSBootstrap
☁️Hosting
Vercel
💳Payment
Stripe
📊Analytics
Google Analytics
Market Insights
✨AI에게 물어보기
📊Traffic Data
👥
Monthly Visits
88.23K+8.39%
🌍
Global Rank
#388,619
📈
Bounce Rate
40.64%
⏱️
Avg. Duration
00:00:46
📄
Pages/Visit
2.27
📅
Domain Age
2.75 years
🔄 Traffic Sources
search43.6%
direct40.1%
referrals10.5%
social4.8%
🌍 Top Regions
United States
12.4%
Brazil
12.3%
India
11.1%
United Kingdom
5.0%
Vietnam
5.0%
🔑 Top Keywords
KeywordTrafficVolumeCPC
marc lou5.41K17.74K$0.09
indiepage1.53K1.92K$0.00
marclou9202.31K$0.00
indie page920950$0.00
indiepa8801.14K$0.00
🌐 Domain Info
Domain Age2.75 years
Created2023-3-25
Expires2026-3-26
Registrarglobalr
📊벤치마크 비교
MRR$51,572
Top -116%
총 수익$332,623
Top -21%
30일 성장-16.3%
Top -4%
팔로워0
Top 100%
카테고리 벤치마크
ai
평균 MRR$11,781
평균 성장+86.8%
카테고리 내 제품303
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