GEO概念股狂欢下现“冷思考”，多家公司紧急澄清

Group 1 - The GEO (Generative Engine Optimization) concept has gained significant attention in the A-share and Hong Kong stock markets, with related stocks experiencing substantial price increases, including a 29.98% rise for LiuJin Technology and multiple stocks hitting the 20% daily limit up [1][3] - The GEO concept focuses on content integration and structured data applications in the context of generative AI, aiming to optimize content so that core brand information is integrated into AI-generated answers, representing an upgrade from traditional SEO [1][4] - Many companies have issued clarifications regarding their involvement in GEO, with some indicating they have relevant solutions in development, while others explicitly state they do not engage in GEO-related business, highlighting a lack of a mature profit model and revenue generation [3][4] Group 2 - Analysts attribute the recent surge in GEO concept stocks to market enthusiasm for AI applications and the potential of new technological paradigms, although most companies are still in the early stages of exploration and have not yet contributed to earnings [4] - The characteristic of "concept first, earnings lagging" presents significant short-term investment risks, prompting analysts to advise caution against speculative trading and to critically assess companies' technological capabilities and business implementation [4]