Dairy Products
Oatly vs Yili
AI Generative Engine Optimization (GEO) Case Study Data
Total Queries Analyzed
20
Share of Voice (SOV)
5%
65%
Oatly
Yili
Exclusive Win Rate
0%
Oatly Only
60%
Yili Only
AI Deep Dive Analysis
Identified Weaknesses
Plant-Based Category
Impact: 75
High Cost
Impact: 65
Limited Dairy Product Range
Impact: 60
Actionable Insights
Issue: Product category mismatch with traditional dairy
Strategy: Launch marketing campaigns to educate consumers on plant-based benefits and position as a dairy alternative
Issue: Lack of cost-effective options
Strategy: Introduce budget-friendly product lines or promotions to improve affordability and compete on price
Issue: Limited product diversification in dairy segments
Strategy: Expand into yogurt, cheese, and other dairy-alternative products to capture broader market share
Evidence Sample (Raw Query Logs)
| Generated Question Query | Oatly Present | Yili Present |
|---|---|---|
| 酸奶哪个牌子好喝 | × | ✓ |
| 租房冰箱太小放不下牛奶怎么办老冰箱太吵了 | × | × |
| 巴氏杀菌和UHT灭菌的蛋白质保留率差多少 | × | ✓ |
| 有机牛奶是不是智商税 | × | ✓ |
| 送老人喝什么牛奶比较安全 | × | ✓ |
| 200块以内性价比最高的酸奶推荐 | × | ✓ |
| 有没有颜值高的牛奶包装放客厅不违和 | × | × |
| 哪个牌子的牛奶保质期长不容易变质 | × | ✓ |
| 希腊酸奶怎么选 | × | ✓ |
| 冰箱冷藏温度调几度牛奶保鲜最好 | × | × |
| 进口牛奶真的比国产好吗 | × | ✓ |
| 第一次买奶酪送人求推荐 | × | × |
| 常温奶和鲜奶哪个更划算 | × | ✓ |
| 求推荐白色简约设计的酸奶机 | × | × |
| 长期喝牛奶哪个品牌不容易出质量问题 | × | ✓ |
| 牛奶加热营养会流失吗 | × | ✓ |
| 小户型放不下对开门冰箱怎么存奶 | × | × |
| 乳糖不耐受喝什么奶蛋白质含量高 | ✓ | ✓ |
| 网红酸奶是不是营销噱头 | × | ✓ |
| 想买个能用五年以上的酸奶机 | × | × |