# RankPatrol

> LLM Visibility Tracking SaaS

## About

RankPatrol helps website owners track how visible their content is in AI-generated answers (Google AI Overviews, ChatGPT, etc.) and traditional organic search results.

## How It Works

1. Enter a URL — we fetch the page content and convert it to markdown
2. An LLM (Gemini 2.5 Flash) analyzes the content and generates relevant search queries
3. We check both AI answer blocks and organic results via DataForSEO
4. We compute a visibility score using our LLM Visibility Coefficient formula

## Visibility Formula

V(q) = 0.7 * S_ai(q) + 0.3 * S_org(q)

- S_ai: AI component — 0 if no AI block, 0.1 if present but domain absent, 1/rank^0.5 if referenced
- S_org: Organic component — linear decay 1.0→0.73 for ranks 1-10, exponential cliff after page 1
- Domain score = mean(V) * 100 across all queries (0-100 scale)

## Features

- AI block detection (Google AI Overview)
- Organic search ranking
- LLM-powered query generation
- Weekly automated monitoring
- Auto page discovery via site: search
- Business context survey for better queries
- Email notifications when scans complete

## Plans

- Free: 1 domain, 1 URL, manual scans
- Starter (EUR 29/mo): 1 domain, automatic discovery of key pages, ongoing visibility checks
- Professional (EUR 59/mo): 3 domains, automatic discovery of key pages, ongoing visibility checks
- Agency (EUR 149/mo): 10 domains, automatic discovery of key pages, ongoing visibility checks, priority support

## Technical Stack

- FastAPI + Python
- SQLite + SQLAlchemy
- Tailwind CSS v4
- DataForSEO API
- OpenRouter (Gemini 2.5 Flash)
- Stripe for payments
- Mailgun for email

## Contact

Built by Simeon Emanuilov