B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
90%
90% -- ai platforms adoption rate for brokerages (2026)
90% of brokerages have adopted AI-based platforms to either improve or replace their existing CRMs.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
90%
Unit
Percentage
Data Vintage
2026
Entity
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Single source - not yet corroborated
Score breakdown
Extraction
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
71
Source
Inman
Primary
Tier A
https://fello.ai/academy/5-critical-metrics-enterprise-brokerages-should-track-for-database-roi-but-… ↗
Source Article
5 Critical Metrics Enterprise Brokerages Should Track for Database ROI (But Don't)
5 Critical Metrics Enterprise Brokerages Should Track for Database ROI (But Don't)
February 2, 2026 written by Admin
Enterprise brokerages often pour massive budgets into building and maintaining databases, yet few stop to ask a simple question: Is all this data actually paying off?
This piece highl…
Original Research
Inman
· Original study ↗
Methodology
Inman report
Methodology documented
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
brokerages: 90% ai platforms adoption rate. Source: Inman (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/inman-ai-platforms-brokerages
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<blockquote cite="https://lighthousedata.io/data/inman-ai-platforms-brokerages" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>90%</strong> -- ai platforms adoption rate for brokerages<br><small>Source: Inman (2026) · <a href="https://lighthousedata.io/data/inman-ai-platforms-brokerages" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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