AI 投资建议
置信度: 中✅ 值得投入
Market need exists but current execution is poor - opportunity to build better product with proper growth strategy and monetization.
财务表现
MRR$9
30天增长-95.7%
🌱 早期阶段
可构建性
46
较难复制
🤖AI 深度分析
AI model comparison tool with $9 MRR and -96% monthly growth, struggling to find product-market fit.
📊
市场规模Medium($100M-$1B) - AI developer tools market is growing rapidly
📈
发展阶段Pre-PMF
⏱️
开发周期4-6 weeks for core comparison features
💼
商业模式SaaS
🏰护城河
None - easily replicable tool with no network effects or proprietary data
⚔️主要竞品
👥目标用户是谁
- AI developers and prompt engineers who need to compare model performance across 100+ AI models
- Product teams building AI features who need cost/performance optimization
💡机会
- No enterprise features
- Missing API for automated testing
- No collaboration tools for teams
- Limited result history
🎯差异化方向
- Add automated testing pipelines
- Create benchmark datasets
- Build community leaderboards
- Add fine-tuning recommendations
📣增长渠道
🚀传播潜力
Low - tool lacks sharing features and community elements for organic spread
⚠️风险
- Market saturation with similar tools
- AI providers may offer native comparison tools
- Low switching costs for users
- Potential data accuracy issues
💰定价参考
🚀怎么做一个类似的
复杂度
4/10
预估成本
$5,000-$10,000 for MVP development
核心功能
- Multi-model prompt testing interface
- Performance metrics dashboard
- Cost comparison calculator
- Result export functionality
推荐技术栈
MVP 范围
Skip: Advanced analytics, Team collaboration features, API integrations
🔍SEO 关键词
收入趋势
🤖 AI 收益洞察
趋势下跌 (0.0%)
日均收入$0
稳定性低
收益下滑，建议排查原因
日收入2025-12-14 → 2026-01-12
小时收入12-27 02:00 → 01-01 05:00
技术栈
🛠️技术栈
⚛️前端
Tailwind CSSBootstrap
☁️部署
Vercel
📊数据分析
Google AnalyticsPostHog
市场洞察
✨有问题？问 AI
📊流量数据
👥
月访问量
0+0%
📈
跳出率
0.00%
⏱️
平均停留
00:00:00
📄
页面/访问
0
🔑 热门关键词
Keyword流量搜索量CPC
advance_perfo00$0.00
🌐 域名信息
创建日期2025-4-6
过期日期2026-4-6
注册商GoDaddy.com, LLC
📊同类对比
MRR$9
Top -39%
总收入$364
Top 24%
30天涨幅-95.7%
Top 46%
粉丝420
Top 36%
同类水平
ai
平均月收入$11,628
平均涨幅+85.7%
同类产品数307
是否值得做？
难度较高
46
🎯竞争强度
💎变现模式
📈增长动能
⚙️实现难度