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31 October · 06:30 UTCFollow AstraZeneca by emailFollow

AZN · story · 31 October

AstraZeneca CEO and CFO on cancer vaccines, GLP-1 pill and Oracle partnership

AstraZeneca · 3 headlines from 3 outlets, on 31 October 2026.

The story

+4.4positive
Headlines3
Outlets3
Days131 October

Executives discussed cancer vaccine development, a GLP-1 pill and the Oracle AI partnership.

The story's tone is the average of its headlines' own scores. Each score rates how good or bad the news was for the company, from −10 (clearly bad) to +10 (clearly good). 0 is neutral, and anything beyond ±6 is strong and rare. It rates the coverage, not the share price.

How each outlet covered it · 3 outlets

Every outlet, by impact on the tone

Average tone of each outlet's headlines in this story, −10 to +10. Impact = headlines × strength of tone.

Source: MarketFrame news analysis

Every outlet, by impact on the tone. Average tone of each outlet's headlines in this story, −10 to +10. Impact = headlines × strength of tone. Source: MarketFrame news analysis
outletAverage tone
CNBC5.8
Fox Business5.8
TradingView1.7
OutletHeadlinesAverage tone
CNBC1+5.8
Fox Business1+5.8
TradingView1+1.7

One or two headlines is not a lean: read these as how this story was told, not as a verdict on the outlet.

Day by day · 1 day, strongest headlines first

Saturday 31 October 20263 headlines · Executives discussed cancer vaccine development, a GLP-1 pill and the Oracle AI partnership.+4.4
ToneWhat the article reported, and why it scored that waySource
+5.8Obesity pill in development broadens future product rangeCNBC (opens the article) ↗
+5.8Chief executive discusses vaccines and AI partnershipFox Business (opens the article) ↗
+1.7Cancer vaccine work to stay in-house for nowTradingView (opens the article) ↗

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How it works. Every morning an AI model reads the UK business news about each FTSE 100 company and scores how good or bad it is for the company, from −10 to +10. Pages update by about 07:45 UK time.

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