How to Build Your Own Singular
Replace Singular with a custom build. Marketing Attribution & Analytics with AI Insights
Build Difficulty: 4/5
A few focused days to build a solid replacement
Estimated Timeline
Based on 64 features at Few Days difficulty, expect about 3-5 days with AI-assisted development.
Recommended Tech Stack
Full-stack React framework with API routes and server components
PostgreSQL database, auth, and real-time subscriptions
Utility-first styling for rapid UI development
Key Features to Replicate
Top features across 8 categories. See all 64 features
Attribution(13 features)
Attribute ad revenue to specific campaigns and channels
Track clicks and impressions across all marketing channels
Measure user journeys across multiple devices and platforms
Track user journeys across multiple subdomains and properties
Define custom attribution models and settings for specific business needs
+8 more in this category
Support(8 features)
Personalized one-on-one onboarding with solutions engineers
Dedicated customer experience team support
Assigned account manager for enterprise customers
Private Slack channel for direct communication with support team
Email-based customer support channel
+3 more in this category
Data Management(6 features)
Set custom data retention policies and rules
Enterprise-grade data governance and compliance controls
Unlock new data streams with ETL and reverse-ETL capabilities for data activation and warehouse integration
ETL product with fully customizable data schemas for warehouse integration
Advanced Conversions API implementations for faster data ingestion
+1 more in this category
Reporting(6 features)
Detailed reporting on creative asset performance and ROAS
Unified reporting across mobile, web, desktop, and offline channels
Create custom dashboards tailored to specific business needs and KPIs
Create flexible cohort reports with up to 365-day retention tracking
View cohort data from multiple perspectives and dimensions simultaneously
+1 more in this category
Developer Tools(5 features)
API for tracking downstream events and user interactions
Mobile software development kit for app-level tracking and attribution
Complete API suite for data access, reporting, and integration
API access to all reporting and analytics data
JavaScript SDK for implementing web-to-app attribution and tracking
Analytics(4 features)
Advanced analytics for ad monetization performance across channels
Monitor and analyze ad revenue from in-app monetization
Analyze lifetime value and return on ad spend across channels, campaigns, ad groups, and ads
Advanced analytics and modeling for SKAdNetwork data
Audience Management(4 features)
Build and manage advanced audiences with flexible segmentation and syncing
Build and create audience segments for activation and retargeting
Sync audiences to ad platforms and partners on an hourly basis
Synchronized audiences across channels for seamless user journey building
AI(3 features)
AI-powered agents for automated marketing data analysis and optimization
AI-powered insights and comprehensive dashboards based on accurate data for unparalleled marketing performance visibility
Predict cohort performance using SKAdNetwork data with AI insights
Cost Calculator
Keep Paying Singular
Build It Yourself
Total Cost Comparison
DIY hosting estimate based on Vercel + Supabase free/pro tiers (~$20/mo). Build time estimated from 64 features at easy complexity.