GEO Scope

README excerpt

# GEO Scope

**Know where you stand in AI search. Know how to win.**

GEO Scope is an AI visibility agent that discovers what queries people ask LLMs in your niche, checks which brands get cited in Gemini's responses, and generates actionable fixes to improve your citation rate.

> Built for the **Vercel x DeepMind Hackathon SF** (March 2026)

![GEO Scope - Agent Run](./docs/screenshots/agent-run.svg)

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## The Problem

Millions of people now get answers from AI chatbots instead of Google. When someone asks Gemini *"what's the best project management tool?"*, does your brand get mentioned? **Nobody knows.** There's no tool that tracks AI citations. Until now.

## What GEO Scope Does

1. **Discovers real queries** - Uses Google Search Grounding to find 10-15 actual questions people ask AI chatbots about your niche
2. **Sweeps citations** - Checks if your brand (and competitors) get cited in Gemini's responses for each query
3. **Builds a competitive matrix** - Shows citation share across all brands with gap detection
4. **Generates fix plans** - For every gap, audits your page across 6 GEO signals and produces copy-paste fixes

![GEO Scope - Citation Matrix](./docs/screenshots/citation-matrix.png)

## Features

### Agent Intelligence
- **Reasoning panel** - Watch the agent think in real-time as it analyzes your niche, discovers queries, and sweeps citations
- **Strategic analysis** - After the sweep, the agent generates a 3-point strategic brief (strengths, threats, priorit