B
Evidence Grade B
Trusted with Context
Recent
92%
92% — ai adoption rate for Y Combinator companies (2025)
Source:
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Curated by Aaron Agius
· Founder, Louder Online
Last verified:
·
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Source verified
Evidence graded
Value
92%
Unit
Percentage
Data Vintage
2025
Entity
Study Type
Unknown
Geography
Global
Trend
Stable
Evidence Quality
B
Strong, reliable evidence
Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.
Score breakdown
Extraction
75
Source Trust
0
Citation Chain
20
Independence
1
Methodology
50
Freshness
80
Sources (2)
Firework
Primary
Tier B
https://firework.com/blog/marketing-automation-statistics ↗
Also cited by
2026-02-16
Original Research
Firework
· Original study ↗
Segmentation
Industrysoftware_saas
Company SizeSMB
RegionGlobal
RoleAll marketers
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Plain Text
Y Combinator companies: 92% ai adoption rate. Source: Firework (2025). Via Lighthouse Research Data — https://lighthousedata.io/data/y-combinator-fall-2025-ai-adoption-rate
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<blockquote cite="https://lighthousedata.io/data/y-combinator-fall-2025-ai-adoption-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>92%</strong> — ai adoption rate for Y Combinator companies<br><small>Source: Firework (2025) · <a href="https://lighthousedata.io/data/y-combinator-fall-2025-ai-adoption-rate" target="_blank" rel="noopener">Lighthouse Data</a></small></blockquote>
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