B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
29%
29% -- standardized data aggregation adoption rate for B2B companies in California using multi-platform stacks (2026)
Only 29% of B2B companies in California using multi-platform stacks have implemented standardized data aggregation via APIs or middleware.
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
29%
Unit
Percentage
Data Vintage
2026
Entity
Geography
North America
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
martechdo.com
Primary
Tier C
https://martechdo.com/performance-benchmarking/ ↗
Source Article
Unlock Revenue Growth: A Comprehensive RevOps Guide to Performance Benchmarking
Your dashboards probably look busy. Salesforce shows one version of funnel health, HubSpot shows another, Account Engagement adds its own engagement story, and Service Cloud or Revenue Cloud may be tracking downstream activity that never makes it back into the marketing view. Sales says lead quality…
Original Research
martechdo.com
· Original study ↗
Methodology
Cited as 'California multi-platform benchmarking study'; methodology not detailed
Methodology documented
Segmentation
IndustryB2B
RegionNorth America
RoleAll marketers
Channelmulti-channel
Cite this stat
Plain Text
B2B companies in California using multi-platform stacks: 29% standardized data aggregation adoption rate. Source: martechdo.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/california-b2b-standardized-data-aggregation-29pct
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<blockquote cite="https://lighthousedata.io/data/california-b2b-standardized-data-aggregation-29pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>29%</strong> -- standardized data aggregation adoption rate for B2B companies in California using multi-platform stacks<br><small>Source: martechdo.com (2026) · <a href="https://lighthousedata.io/data/california-b2b-standardized-data-aggregation-29pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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