Startup entity

Chang Liu

Person

Apple is the most frequent co-covered peer, appearing in 2 of the 2 tracked stories. Across an 8-day span, the pace is roughly 1.8 stories per week. They are less corroborated than the beat average, carrying 2 original sources each against 3.1 for the same window.

Last mentioned: Aug 5, 2026

Entity pulse

Recent coverage · Chang Liu

2 stories
6.5 avg impact
0% positive
100% negative

Coverage balance Negative coverage leads. Negative coverage exceeds positive coverage by 100 percentage points.

  • 100% negative

Figures are computed live from our source-verified story record — see our methodology for how impact and sentiment are derived.

What the coverage shows about Chang Liu

Apple is the most frequent co-covered peer, appearing in 2 of the 2 tracked stories. Across an 8-day span, the pace is roughly 1.8 stories per week. They are less corroborated than the beat average, carrying 2 original sources each against 3.1 for the same window. Their average consequence score of 6.5 runs below the beat's 6.9 for that window. The clearest coverage concentration is leadership: 1 of 2 stories, with the rest divided among 1 other category. Chang Liu appears in 2 tracked Startup stories published from July 10, 2026 through July 17, 2026.

Stories tracked
2
Per week
1.8
Sources per story
2

Computed from the 2 stories linked to this entity, with beat comparisons drawn from all 68 Startup stories published in the same date window. Shares are omitted below five stories and comparisons below a twenty-story baseline.

Coverage cohort

Appears alongside

Other entities that clear the same relevance threshold in stories also covering Chang Liu. Shared-story counts are live from our verified record — not editorial picks.

Stories mentioning Chang Liu 2

Chang Liu is linked from 2 stories on this site, each scored at or above our 35% relevance threshold — see how these pages are built.

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