Indie Dev Open-Sources GEO Platform, Shares Integration Practices for 15 AI Engines
aigclink · x · 2026-07-30
As users shift to querying AIs, Generative Engine Optimization (GEO) becomes crucial. The author open-sourced GeoLook, a full-cycle GEO platform, and shared practical insights:
- Sampling discipline: Brand-name prompts must be excluded to avoid false positives; alias tables must be comprehensive; domestic and overseas engines require separate query sets.
- Engine integration: Covers 5 domestic APIs (Zhipu, Doubao, DeepSeek, etc.) automatically, with manual sampling for Baidu; integrates Gemini, OpenAI, etc. overseas.
- Tech pitfalls: Most engines are OpenAI-compatible, but Claude needs native adaptation; Doubao's web search requires manually enabling a plugin in the Volcano console, or it silently degrades to offline knowledge.
Related event: Open-Source GEO Platform GEOLook Released(3 posts)→
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