BrandPulse AI
AI brand monitor — see how ChatGPT, Claude, Gemini & Perplexity talk about any b
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About
### What is BrandPulse AI?BrandPulse AI answers a question every business will be asking: **"What does AI sayabout my brand?"**As more consumers use ChatGPT, Claude, and other AI models instead of Google,businesses need to know whether AI mentions them, recommends them, or ignores them.BrandPulse AI monitors this automatically.### How It Works1. User signs up (free tier, no credit card)2. Adds their brand name, category, description, and competitors3. Clicks "Run Scan" — the app queries 4 AI models simultaneously4. Each response is analyzed for sentiment, mentions, recommendations, and themes5. Results appear on a dashboard with per-model cards, trend charts, and detailed pages6. Paid users get automated daily scans to track changes over time### What's Included- **Full source code** (Python/FastAPI backend, Jinja2/Tailwind/Alpine.js frontend)- **3-tier subscription billing** via Stripe (Free / Pro $29/mo / Business $79/mo)- **4 AI integrations** (OpenAI, Anthropic, Gemini, Perplexity) — all concurrent- **Automated scan scheduling** (APScheduler)- **Email system** (welcome, upgrade, cancellation emails via SMTP)- **Auth system** (JWT + bcrypt, httpOnly cookies)- **Mobile-responsive UI** (works on all devices)- **Cost analysis** with real API pricing and margin breakdowns- **Demo seed script** to populate sample data for testing- **MIT License** — do anything you want with the code### Revenue Model| Tier | Price | Brands | Scans | Models | History ||----------|----------|--------|--------------|--------|----------|| Free | $0/mo | 1 | Manual | 2 | 7 days || Pro | $29/mo | 5 | Daily auto | 4 | 90 days || Business | $79/mo | 20 | Every 6 hrs | 4 | 1 year |### Unit Economics- **Pro tier**: ~$2.55/mo API cost per customer = **91% margin**- **Business tier**: ~$40.80/mo API cost per customer = **48% margin**- **Hosting**: $15-25/mo on Railway (PostgreSQL + web server)- **Break-even**: 1 Pro customer covers hosting costs### Tech Stack- **Backend**: Python 3.11+ / FastAPI / SQLAlchemy (async) / SQLite dev, PostgreSQL prod- **Frontend**: Jinja2 templates / Tailwind CSS / Alpine.js / Chart.js (no build step)- **Payments**: Stripe Checkout + Customer Portal + Webhooks- **AI**: OpenAI, Anthropic, Google Gemini, Perplexity APIs (all async/concurrent)- **Deployment**: Railway-ready (Procfile included)### Why This is a Good Buy1. **Timing** — AI is replacing Google search. Every business will need this tool.2. **No frontend build step** — Tailwind CDN + Jinja2 = deploy instantly3. **Healthy margins** — 91% on Pro tier with current API pricing4. **Easy to extend** — add more AI models, white-label it, add team features5. **Low hosting costs** — $15-25/mo on Railway6. **Working product** — not a mockup, not a prototype. Fully functional with real API calls.### What You'd Need To Do1. Set up your own API keys (OpenAI required, others optional)2. Create Stripe products/prices for Pro and Business tiers3. Deploy to Railway or similar (Procfile included)4. Configure SMTP for emails (optional — app works without it)### Demo CredentialsRun `python seed_demo.py` to populate sample data, then log in:- **Email**: [email protected] **Password**: password123
Comments (8)
basically just scheduled api calls with a dashboard on top
depends on undocumented model behavior that shifts with every update
extraction method matters, scraping LLM outputs violates most API terms
cool idea tracking what ai models spit out about brands
llm brand tracking makes so much sense
how does it query the models, direct API calls or scraping?
how often do you re-poll each model?
wonder if chatgpt says nice things about my brand or just roasts me
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