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Reported outcomes and delivery scale

Evidence note: 100% / 80% is a 15 June 2026 Yuanbao snapshot for Kechuang No.1 (15/15 mentioned; 12/15 first-recommended). 90% / 70% is a 14 June 2026 Yuanbao snapshot for the Shanghai Institute (9/10; 7/10). The fixed question sets, raw JSON answers and screenshots are archived internally. These are dated single-platform snapshots, not a current state or a promise; later two-platform snapshots were 80% / 60% and 80% / 70%, respectively. Liming Heavy Industry’s inquiry volume and Guomai Culture’s agent count are client-reported scale figures, not project-attributed effect.

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Get the baseline first, then decideOne domain in. Mention rate, first-recommendation rate, competitor positioning, problem list out.
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