Microsoft score history over the last 90 days. AI Visibility 96 (+4.0). Sentiment 72 (-8.0). Share of Voice 88 (+6.0). Trust Stack 54 (-5.0). 79 drift events recorded in window.
Daily snapshots with uncertainty bands · 79 drift events in 90d window.
[Google AI Overviews] Microsoft now appears in the generated answer for a discovery 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 brand query
[Google AI Overviews] Microsoft's own site lost its citation for a brand query
[Google AI Overviews] Microsoft now appears in the generated answer for a discovery query
[Google AI Mode] Microsoft's own site is now cited as a source for a evaluation query
1 surface pair is diverging over 90d — widest: Technical vs Search (+0.17 pts/day, concordance 41).
[Google AI Mode] Microsoft dropped out of the generated answer for a discovery query
[Google AI Mode] Microsoft dropped out of the generated answer for a discovery query
[Google AI Mode] Microsoft's own site is now cited as a source for a evaluation query
[Google AI Overviews] Microsoft's own site lost its citation for a brand query
2 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.16 pts/day, concordance 63). AI engines are decoupling from other surfaces.
[X/social] Post about Microsoft AI safety deal with schools
[X/social] Microsoft implements DualSense support in Windows
[X/social] Kojima announces Xbox partnership for PHYSINT
[X/social] Xbox Game Pass September lineup announced with Call of Duty
[X/social] Xbox Forza controller giveaway
[X/social] Elon Musk anecdote about Bill Gates doubting Tesla Semi
3 surface pairs are diverging over 90d — widest: AI engines vs Technical (+0.22 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 Mode] Microsoft now appears in the generated answer for a discovery query
[Google AI Overviews] Microsoft dropped out of 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 now appears in the generated answer for a discovery query
[Google AI Overviews] Microsoft dropped out of the generated answer for a discovery query
[Google AI Mode] Microsoft's own site lost its citation for a evaluation 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 (+0.28 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.
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.