【百原GEO 實驗驗證案例】

百原GEO 針對自身品牌進行 llms.txt 格式優化實驗：在第一輪 15 次試驗中，AI 引用 Reward 分數達到 41.0%；第二輪 5 次試驗進一步提升至 47.1%，相較於目前同類問句基準引用率 26.8%，顯示出明顯的正向提升趨勢。完整 A/B 受控實驗仍在進行中，客戶實際成功案例數據為 [待填入實際數據]。

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[EN] 百原GEO Validation Case

BaiYuan GEO conducted internal llms.txt optimization experiments on its own brand: across 15 trials in Round 1, the AI citation Reward score reached 41.0%; Round 2 (5 trials) further improved to 47.1%, compared to the current baseline citation rate of 26.8% for this query type—indicating a clear positive trend. Full A/B controlled experiments are ongoing; actual client success case data is [to be filled with verified figures].