generative-engine-optimization

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

• Third-party content exposure detected (high risk: 1.00). The GEO workflow (see workflows/geo-simulation-prompts.md and SKILL.md Prerequisites) explicitly requires live web search and ingestion of user-generated third‑party content (Reddit, Hacker News, Stack Overflow, neutral URLs) and uses those sources to extract buyer-language verbatim, banned vocabulary, and source-backed prompts that directly shape prompt generation and subsequent agent actions.