GEO Ranking Tracker

The GEO Ranking Tracker (geo-tracker.py) is a baseline script developed to evaluate Generative Engine Optimization (GEO) performance. It tracks Share of Voice (SoV) and visibility for a target domain across major AI models.

Supported Targets

• GPT-4o (OpenAI)
• Claude 3.7 Sonnet (Anthropic)
• Gemini 1.5 Pro (Google)

Features

• Executes test queries against multiple API endpoints.
• Checks if the target domain is explicitly mentioned in the generated output.
• Outputs a formatted ranking and visibility report.

Related Concepts

• Implements tracking for strategies defined in geo-tactics.
• Evaluates metrics relevant to citation-mechanics.