B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
93%
93% -- cpq vendor ai non adoption rate for CPQ customers (2026)
93% of CPQ customers are not using their vendor's AI capabilities.
- Summary teaser from a research note preview without full methodology details.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
93%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
MGI Research
Primary
Tier B
https://www.mgiresearch.com/Lost-password.html ↗
Source Article
MGI Research
Original Research
MGI Research
· Original study ↗
Methodology
Teaser blurb for MGI Research's 'Quote Unquoted: What CPQ Customers Really Think' report; no methodology, sample size, or survey date provided on the page.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
CPQ customers: 93% cpq vendor ai non adoption rate. Source: MGI Research (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/cpq-customers-not-using-vendor-ai
HTML Embed
<blockquote cite="https://lighthousedata.io/data/cpq-customers-not-using-vendor-ai" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>93%</strong> -- cpq vendor ai non adoption rate for CPQ customers<br><small>Source: MGI Research (2026) · <a href="https://lighthousedata.io/data/cpq-customers-not-using-vendor-ai" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.