# How to Vibe Code Your Own Cruva (and Stop Paying for It) > The AI operating system for TikTok Shop affiliate growth - Site: https://cruva.com - Category: B2B SaaS / CRM - Verdict: **Don't bother** (18/100 vibecodeable) - Estimated effort: 3 weeks of frustration for a heavily scoped local dashboard subset ## Verdict Build a personal creator-discovery dashboard subset, but keep paying for the full platform if you manage live brand campaigns. Cruva's core value is not just a React dashboard; it relies on massive proprietary data pipelines ingesting millions of TikTok Shop creator signals, competitor mappings, and complex multi-touch attribution algorithms over multi-week sales lags. While you can vibe-code a mock CRM interface and local database wrapper over a weekend, you cannot replicate the proprietary data lake or official TikTok Shop partner status. ### What you can't replicate - Proprietary database of millions of active TikTok Shop affiliates with historical GMV - Official TikTok Shop partner data feeds and secure token management - Comprehensive cross-brand competitor intelligence mapping ## What it does Cruva is an AI-powered CRM and operating system built specifically for brands and agencies scaling their TikTok Shop affiliate programs, covering discovery, multi-channel outreach, sample tracking, and halo effect analytics. ### Core features - AI Creator Discovery across millions of TikTok Shop profiles - Competitor intelligence mapping competing brands to their top revenue-driving affiliates - Multi-channel automated outreach sequence engine (Email, DMs, Collab requests) - Full-pipeline sample request management and shipping tracking - Private creator community management and reward tracking - Halo effect and multi-touch revenue attribution modeling (TikTok views vs Amazon/Shopify lag) ## The business ### Pricing - Basic: $199 / month - Growth: $399 / month - Scale: $599 / month - Enterprise: Custom Founded 2024. Team size: Small core team. ## The hard parts - Ingesting, parsing, and normalizing millions of TikTok Shop creator sales signals, GMV metrics, and competitor videos daily without data drift - Building a multi-channel outreach engine that circumvents platform rate limits and handles high-volume messaging safely - Constructing attribution models that correlate 14-day time-series lags between TikTok video spikes and external e-commerce platform revenue - Maintaining official TikTok Shop Partner API compliance and data sync pipelines ## How to vibe code Cruva ### Prerequisites - Node.js (free): Required runtime for executing the Next.js and TypeScript build toolchain. - GitHub (free): Code repository hosting and integration with deployment tools. ### Recommended AI tools - Claude Code: Best-in-class multi-file agentic coding tool for scaffolding schemas, backend endpoints, and complex React state. - Cursor: IDE fork ideal for iterative UI component styling and inline code diff reviews. ### Stack - Frontend: Next.js with Tailwind CSS and shadcn/ui components - Backend: Next.js Server Actions and API Routes with Inngest for background queues - Database: Turso (SQLite at the edge for local personal data storage) - Auth: better-auth for self-hosted local session management - Payments: Stripe (skipped for personal offline clone) - Other: Vercel AI SDK, Anthropic API for mock AI creator discovery summaries ### Hosting - Vercel (Hosting the Next.js personal dashboard application): $0/mo (Hobby Tier) - Turso (Persisting mock creator profiles, pipeline states, and outreach campaigns): $0/mo (Free Tier) ### Build guide 1. **Project Scaffolding & Database Schema** — Initialize the Next.js project with Tailwind CSS, configure Turso SQLite connection via Drizzle ORM, and define schema tables for creators, outreach campaigns, sample pipelines, and analytics metrics. ``` Initialize a new Next.js 16 project with TypeScript, Tailwind CSS, and App Router. Set up Drizzle ORM configured for Turso SQLite. Create database migration files and models for: 'creators' (id, handle, name, follower_count, niche, estimated_gmv, avatar_url, engagement_rate), 'campaigns' (id, name, status, brand_competitor), 'outreach_messages' (id, creator_id, channel, status, sent_at), and 'sample_requests' (id, creator_id, product_name, shipping_status, tracking_number). Ensure all schema relations are explicitly defined with strict TypeScript types and provide a seed script with 20 realistic mock TikTok creators. ``` 2. **AI Creator Discovery & Filtering Interface** — Build the core creator search dashboard with advanced filter controls, score badging, and simulated AI search reasoning using the Vercel AI SDK. ``` Create a dashboard page at app/discovery/page.tsx styled like a modern SaaS analytics tool using Tailwind CSS and shadcn/ui components. Implement a filter sidebar for niche, follower count ranges, and estimated 30-day GMV. Display creator search results in a responsive grid showing avatar, handle, follower count, niche tags, and an AI match score badge. Implement a server action connected to Anthropic API using the Vercel AI SDK that accepts a prompt like 'find high-engagement beauty creators with over 50k followers' and filters/highlights matching mock creators from the Turso database with a generated rationale explanation. ``` 3. **Competitor Intelligence & Affiliate Mapping View** — Develop the competitor discovery view that correlates competing brand profiles with their top revenue-driving creators and content angles. ``` Build a competitor intelligence view at app/competitors/page.tsx. The page should allow entering a competitor brand name (e.g. 'medicube US') or selecting from seeded competitor records. Render a breakdown table showing competing brand metrics, total active affiliates, and a list of top-performing creators posting for them with their 30-day GMV and video count. Add a one-click action button labeled '+ Recruit' that instantly adds the selected competitor creator into the user's active outreach sequence pipeline. ``` 4. **Automated Outreach & CRM Message Center** — Implement a multi-channel CRM message center and outreach sequence manager with tracking for email, DMs, and target-collab requests. ``` Build a CRM and outreach message center at app/outreach/page.tsx featuring a kanban-style or multi-tab pipeline (Queued, Sent, Replied, Sample Requested, Contracted). Create an API route and server action to schedule and simulate automated outreach runs respecting daily limits. Build a message thread drawer component where users can view message history across email and direct messages, edit follow-up templates, and manually advance creator pipeline stages. ``` 5. **Sample Request & Fulfillment Pipeline** — Construct a full-pipeline Kanban board for tracking product sample requests, approvals, shipping statuses, and initial video post commitments. ``` Develop a sample management pipeline page at app/samples/page.tsx. Implement a multi-column Kanban board representing sample stages: Request Submitted, Approved, Shipped, Delivered, First Post Live. Allow users to drag cards between columns or update statuses via dropdown selectors. Include fields for product SKU, tracking number, shipping carrier, and creator content commitment verification links. ``` 6. **Halo Effect & Advanced Revenue Analytics Dashboard** — Build the executive analytics dashboard showcasing total GMV, engagement ratios, and multi-touch halo effect attribution charts. ``` Build the main analytics overview page at app/dashboard/page.tsx featuring high-level metric KPI cards (Total GMV, DMs Sent, Active Creators, Video Views, Halo Multiplier) with percentage change indicators. Implement interactive time-series charts using Tailwind and SVG/Recharts displaying the 14-day lag correlation between TikTok video view spikes and external Amazon/Shopify revenue attribution. Ensure responsive layout and clean typography matching modern B2B SaaS aesthetics. ``` ### Cost vs paying **Starting costs (one-time):** - Domain name (optional): $12 one-time - Total: ~$12 one-time **Ongoing costs (monthly):** - Vercel Hobby Hosting: $0/mo - Turso Database: $0/mo - Anthropic API Credits: ~$5/mo - Total: ~$5/mo - Paying for the SaaS instead: $399/mo (Growth Plan) - Build time: 40-60 hours - AI tool credits: $20 (Claude Pro) - Break-even: Immediate if built for personal hobby exploration; impossible as a commercial replacement due to lack of proprietary data scale. ## Sources - [Cruva Official Website & Home Page](https://cruva.com) - [Cruva Pricing Page](https://cruva.com/_pricing)