B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
26%
26% -- ai adoption percentage for TPE (2025)
26% of surveyed French small and medium-sized enterprises (TPE/PME) use AI tools in 2025.
Attribution:
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Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
26%
Unit
Percentage
Data Vintage
2025
Entity
Sample Size
11,021
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
50
Citation Chain
20
Independence
30
Methodology
45
Freshness
86
Source
France Num
Primary
Tier A
http://cbnews.fr/digital/les-tpe-francaises-mi-confiantes-mi-prudentes-leur-transformation-numerique ↗
Source Article
Les TPE françaises mi-confiantes mi-prudentes sur leur transformation numérique
Les TPE françaises mi-confiantes mi-prudentes sur leur transformation numérique
Le 6e baromètre France Num sur la maturité en numérique des entreprises petites et moyennes, publié lundi, montre cette année que leur confiance dans les bénéfices du numérique reste stable, mais que les craintes de pira…
Original Research
France Num
· Original study ↗
Methodology
Survey conducted by France Num
Methodology documented
Segmentation
Channelcommon_crawl
Cite this stat
Plain Text
TPE: 26% ai adoption percentage. Source: France Num (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/tpe-ai-adoption-2025
HTML Embed
<blockquote cite="https://lighthousedata.io/data/tpe-ai-adoption-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>26%</strong> -- ai adoption percentage for TPE<br><small>Source: France Num (2025) · <a href="https://lighthousedata.io/data/tpe-ai-adoption-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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