Microsoft score history over the last 90 days. AI Visibility 93 (+11.0). Sentiment 77 (+1.0). Share of Voice 86 (+2.0). Trust Stack 58 (-17.0). 96 drift events recorded in window.
Daily snapshots with uncertainty bands · 96 drift events in 90d window.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.28 pts/day, concordance 63). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.28 pts/day, concordance 63). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.28 pts/day, concordance 63). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.28 pts/day, concordance 63). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.28 pts/day, concordance 63). AI engines are decoupling from other surfaces.
[Google AI Overviews] Microsoft now appears in the generated answer for a discovery query
[Google AI Mode] Microsoft's own site lost its citation for a evaluation query
[Google AI Mode] Microsoft's own site is now cited as a source for a evaluation query
[Google AI Mode] Microsoft's own site is now cited as a source for a brand query
[Google AI Mode] Microsoft now appears in the generated answer for a discovery query
[Google AI Overviews] Microsoft now appears in the generated answer for a discovery query
[Google AI Mode] Microsoft's own site lost its citation for a evaluation query
[Google AI Mode] Microsoft's own site is now cited as a source for a brand query
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.28 pts/day, concordance 63). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.30 pts/day, concordance 63). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.37 pts/day, concordance 63). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: Technical vs Owned content (+0.51 pts/day, concordance 47). AI engines are decoupling from other surfaces.
[X/social] Windows license price hike report
[X/social] Gartner UCaaS leadership announcement shared
[X/social] Microsoft public Wi-Fi security warning shared
[X/social] Report shared on Microsoft Windows license price hikes for OEMs
[X/social] TrendSpider highlights $MSFT valuation gain and price breakout
[X/social] Gartner leadership mention
[X/social] Arena post on MAI-Image-2.6 ranking
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
[Google AI Mode] Microsoft's own site is now cited as a source for a evaluation query
[Google AI Mode] Microsoft's own site lost its citation for a evaluation query
[Google AI Overviews] Microsoft's own site lost its citation for a evaluation query
[Google AI Mode] Microsoft's own site lost its citation for a brand query
[Google AI Mode] Microsoft's own site lost its citation for a evaluation query
[Google AI Overviews] Microsoft's own site lost its citation for a evaluation query
[Google AI Mode] Microsoft's own site lost its citation for a brand query
[Google AI Mode] Microsoft's own site is now cited as a source for a evaluation query
[Google AI Mode] Microsoft's own site lost its citation for a evaluation query
[Google AI Overviews] Microsoft's own site lost its citation for a evaluation query
[Google AI Mode] Microsoft's own site lost its citation for a brand query
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.56 pts/day, concordance 64). AI engines are decoupling from other surfaces.
[X/social] IGN reports on Microsoft plans for more Xbox exclusives
[X/social] Satya Nadella posts AI essay on information paradox and customer knowledge
[X/social] Layoffs backlash including H-1B hiring contrast
[X/social] High-engagement post highlighting layoffs and H-1B hiring backlash
[X/social] High-profile Xbox editor critiques Black Ops ports and strategy
[X/social] Major post on layoffs and H-1B backlash gains traction
[X/social] NY Post reports fury over Microsoft firing 1600 after approving foreign visas
[X/social] Satya Nadella announces GPT-5.6 integration across Microsoft products
[X/social] Major account highlights 4,800 layoffs including Xbox while H-1B approvals continue
4 surface pairs are diverging over 90d — widest: AI engines vs Technical (+1.64 pts/day, concordance 64). AI engines are decoupling from other surfaces.
6 surface pairs are diverging over 90d — widest: Technical vs Press (+1.77 pts/day, concordance 86). AI engines are decoupling from other surfaces.
6 surface pairs are diverging over 90d — widest: Technical vs Press (+1.86 pts/day, concordance 87). AI engines are decoupling from other surfaces.
6 surface pairs are diverging over 90d — widest: Technical vs Press (+1.95 pts/day, concordance 87). AI engines are decoupling from other surfaces.
6 surface pairs are diverging over 90d — widest: Technical vs Press (+2.07 pts/day, concordance 88). AI engines are decoupling from other surfaces.
6 surface pairs are diverging over 90d — widest: Technical vs Press (+2.14 pts/day, concordance 89). AI engines are decoupling from other surfaces.
6 surface pairs are diverging over 90d — widest: Technical vs Press (+2.17 pts/day, concordance 90). AI engines are decoupling from other surfaces.
6 surface pairs are diverging over 90d — widest: Technical vs Press (+2.12 pts/day, concordance 92). AI engines are decoupling from other surfaces.
6 surface pairs are diverging over 90d — widest: Technical vs Press (+1.93 pts/day, concordance 93). AI engines are decoupling from other surfaces.
6 surface pairs are diverging over 90d — widest: Technical vs Press (+1.52 pts/day, concordance 95). AI engines are decoupling from other surfaces.
5 surface pairs are diverging over 90d — widest: Technical vs Press (+0.71 pts/day, concordance 97). AI engines are decoupling from other surfaces.
2 surface pairs are diverging over 90d — widest: Press vs Social (+0.67 pts/day, concordance 87).
2 surface pairs are diverging over 90d — widest: Press vs Social (+0.75 pts/day, concordance 87).
[X/social] Windows 10 extended support announced
[X/social] Whistleblower quote on Microsoft data role in Israel goes viral
[X/social early warning] Political whistleblower topic driving engagement spike on June 28
[X/social] 01net reports Windows 10 extended support to 2027
[X/social] High-engagement quote of whistleblower story by @Tracking_Power
[X/social] TheCanary publishes whistleblower email on Microsoft-Israel ties
2 surface pairs are diverging over 90d — widest: Press vs Social (+0.75 pts/day, concordance 87).
2 surface pairs are diverging over 90d — widest: Press vs Social (+0.84 pts/day, concordance 87).
2 surface pairs are diverging over 90d — widest: Press vs Social (+1.11 pts/day, concordance 88).
1 surface pair is diverging over 90d — widest: Press vs Registry (+0.36 pts/day, concordance 99).
[X/social] Positive investment view on AI integration
[X/social] Strong negative take on Microsoft as company
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).
1 surface pair is diverging over 90d — widest: Press vs Owned content (+0.44 pts/day, concordance 57).