GeoLook
Open source end-to-end GEO: status analysis, diagnosis, policy, labeling, execution, verification
GeoLook is an open source, self-hosted Generating Engine Optimization (GEO) implementation platform. It solves the core problem that brands are not mentioned and quoted in AI search engines such as ChatGPT, DeepSeek, Doubao, etc. Core workflow: status analysis → diagnosis → strategy → implement task orders → execution → verification. Main functions: - Monitor the mention rates, rankings, and citation shares of multiple engines (15 types). - Conduct site audits (6 dimensions) and competitive product channel analysis. - Automatically generate implementation orders and deployment assets with acceptance criteria (e.g. llms.txt, JSON-LD). - Programmatically verify the effectiveness of the task and generate a complete report package for the customer. Key features: Lightweight (only relying on 3 Python libraries), completely self-sustaining data, giving priority to supporting domestic large models, and completely free (only paying for API call fees). Application scenarios: Brands increase AI visibility, or SEO agencies provide GEO services to customers. Description: 1. Support lazy cat OIDC login











