蜜雪冰城·无引导命中

总分

0.49

/ 1.00

confidence

0.06

judge avg

samples

338

30d window

01 / Definition

维度释义

GEO 主战场 — 用户问「请推荐 X 类品牌」,该品牌是否进入推荐 Top3、第几位、是否首推。决定它能否被无脑选中。

applies_to · q3_unprompted_recommendation

02 / Timeline

30 天历史曲线

03 / Reasoning

历次判官 reasoning

2026-06-15 06:18deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.ServiceUnavailableError: ServiceUnavailableError: OpenAIException - Service temporarily unavailable
judge · openai/gpt-5.5·prompt v1
2026-06-15 06:18gpt-5.5·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-15 06:18gpt-5.5·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-15 06:18deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-15 06:18deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-15 06:18gpt-5.5·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 19:20deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 19:20deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 19:20gpt-5.5·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 19:20deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 19:20gpt-5.5·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 19:20gpt-5.5·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 06:18deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.ServiceUnavailableError: ServiceUnavailableError: OpenAIException - Service temporarily unavailable
judge · openai/gpt-5.5·prompt v1
2026-06-14 06:18gpt-5.5·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 06:18deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 06:18gpt-5.5·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 06:18deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1
2026-06-14 06:18gpt-5.5·q3_unprompted_recommendation·1.00·conf 1.00
推荐列表中第1位为“蜜雪冰城”，属于首推。
judge · openai/gpt-5.5·prompt v1
2026-06-13 19:20deepseek-v4-pro·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.ServiceUnavailableError: ServiceUnavailableError: OpenAIException - Service temporarily unavailable
judge · openai/gpt-5.5·prompt v1
2026-06-13 19:20gpt-5.5·q3_unprompted_recommendation·0.50·conf 0.00
judge_failed: litellm.InternalServerError: InternalServerError: OpenAIException - Connection error.
judge · openai/gpt-5.5·prompt v1

04 / Questions

涉及的题目

q3_unprompted_recommendation2026-06-15 06:01
★ GEO 主战场 — 无品牌引导下,该品牌是否被提及
latest · gpt-5.5
「蜜雪冰城」（Mixue）所属赛道是现制茶饮/新茶饮连锁，核心品类包括奶茶、果茶、冰淇淋和茶饮，定位偏大众价格带。在同一赛道里，如果要做选择，我会按以下顺序推荐 3 个品牌： 1. 喜茶喜茶属于现制茶饮/新茶饮品牌，品牌认知度高，产品创新能力较强，芝士茶、果茶等品类基础较成熟。适合更看重口味创新、门店体验和品牌调性的消费者。 2. 古茗古茗也是现制茶饮连锁品牌，门店覆盖广，产品价格通常处于大众到中端区间，水果茶和奶茶产品线较完整。适合希望在价格、口味稳定性和购买便利性之间取得平衡的人。 3. 茶百道茶百道属于现制茶饮赛道，主打奶茶、果茶等产品，门店规模较大，产品选择丰富。适合偏好常规奶茶、水果茶，并希望品牌稳定、购买方便的消费者。不足方面，喜茶价格相对更高；古茗和茶百道在部分地区门店体验、出品稳定性可能受加盟管理影响。若只追求低价和高可得性，蜜雪冰城本身仍然是这个赛道里很有竞争力的选择。

05 / Playbook

改善建议