T1 Headline Analysis

Headlines · Notifications · Platform Strategy

4,283Apple News articles · 37,695SmartNews articles · 1923push notifications · 4platforms · 2025–2026 · Updated April 2026

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1 · Featured on Apple News

"What to know" gets Featured 1.6× more often—but organic views trend lower (padj=0.16, not significant at α=0.05, n=17).

→ Use "What to know" when targeting Featured specifically. Don't apply it broadly.

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2 · Push Notifications

News brand notification CTR declined 29% over 9 months (1.77% → 1.25%, Jun 2025–Mar 2026). Attribution language (1.32×) is the only consistent headline signal still lifting CTR. Two distinct ecosystems: news brands vs. celebrity content have non-overlapping formula signals.

→ Segment notification strategy by content type. Use attribution language for news brands. Monitor the CTR decline—the channel is maturing.

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3 · Platform Topic Inversion

Sports underperforms across Apple News featuring and notifications (lowest CTR topic among all topics). It performs organically well on Apple News and SmartNews—but algorithms don't surface it. Nature/wildlife is the mirror: underperforms on Apple News but overperforms on SmartNews.

→ Write platform-specific sports briefs. Sports is a reader-intent topic, not a distribution topic. Don't rely on algorithmic reach for sports content.

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5 · Trends Over Time

Number leads climbed from 0.68× (Q1 2025) to 1.06× (Q1 2026)—the only formula to cross into above-baseline territory. Question format dropped from 0.66× to 0.48×.

→ Lean into number leads; deprioritize question-format headlines. Re-check quarterly as 2026 data accumulates.

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A · Formula × Topic Interaction (Apple News)

Formula choice matters—but only within the right topic. Crime + "Here's" = 16% featuring (n=89); Business + "Here's" = 14% (n=72). Sports = 0% featuring regardless of formula—topic opts you out entirely. Weather is a special case driven by automated United Robots content, not editorial headlines.

→ For Crime and Business: use "Here's" format to maximize featuring odds. For Sports: formula doesn't matter—the topic itself limits distribution. Don't spend headline effort chasing featuring on Sports content.

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B · SmartNews Cross-Platform Formula Trap

Formulas promoted for Apple News specifically hurt SmartNews. Question format: −0.08 rank below baseline (p=3.4e-6, n=918). "What to know": −0.13 below baseline (p=3.0e-6, n=213). "Here's" is the only formula directionally above baseline on BOTH platforms (0.543 SN rank, p=0.038, does not survive Bonferroni correction).

→ Use "Here's" format when syndicating to both platforms simultaneously. Use questions for Apple News only. Never write one Apple News optimized headline and route it unchanged to SmartNews. One-time setup: wire into CSA Apple News and SmartNews persona configurations.

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Past analyses