B Evidence Grade B Safe to Cite Current

25%

25% -- ai adoption gap for women (2026)

2026  · HubSpot

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Attribution: HubSpot View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
25%
Unit
Percentage
Data Vintage
2026
Entity
women
B
Strong, reliable evidence

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

60/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
95
Citation Chain
90
Independence
30
Methodology
45
Freshness
95
HubSpot Primary Tier B
https://www.hubspot.com/startups/resources/founders/valerie-chapman-ruth-profile ↗
Confidence: 71/100 Vintage: 2026 Channel: Common Crawl
Source Article
Valerie Chapman Wants AI to Earn Women’s Trust
Original Research
HubSpot · Original study ↗

Commissioned by Ruth AI with Harris Poll

Industrymarketing
Plain Text
women: 25% ai adoption gap. Source: HubSpot (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/women_ai_adoption_gap
HTML Embed
<blockquote cite="https://lighthousedata.io/data/women_ai_adoption_gap" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25%</strong> -- ai adoption gap for women<br><small>Source: HubSpot (2026) · <a href="https://lighthousedata.io/data/women_ai_adoption_gap" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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