B Evidence Grade B Graded under review Safe to Cite Current

60%

60% -- engagement lift for Microsoft Personalizer (2026)

2026  · Microsoft

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Attribution: Microsoft View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
60%
Unit
Percentage
Data Vintage
2026
Entity
Microsoft Personalizer
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

63/100 confidence

Single source - not yet corroborated

Extraction
95
Source Trust
90
Citation Chain
90
Independence
30
Methodology
45
Freshness
86
Microsoft Primary Tier A
https://blogs.microsoft.com/ai/reinforcement-learning/?_lrsc=7bc513e8-1e28-43b7-9f5d-6069c5b7f232 ↗
Confidence: 27/100 Vintage: 2026 Channel: Cc Extraction
Source Article
With reinforcement learning, Microsoft brings a new class of AI solutions to customers - Source
Someone looking to book a vacation online today might have very different preferences than they did before the COVID-19 pandemic. Instead of flying to an exotic beach, they might feel more comfortable driving locally. With limited options for dining out, having a full kitchen might be essential. Mot…
Original Research
Microsoft · Original study ↗

Company internal metrics

Methodology documented
Channelcommon_crawl
Plain Text
Microsoft Personalizer: 60% engagement lift. Source: Microsoft (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/microsoft-personalizer-lift-in-engagement
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<blockquote cite="https://lighthousedata.io/data/microsoft-personalizer-lift-in-engagement" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>60%</strong> -- engagement lift for Microsoft Personalizer<br><small>Source: Microsoft (2026) · <a href="https://lighthousedata.io/data/microsoft-personalizer-lift-in-engagement" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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