B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Recent
51%
51% -- organizations reporting negative outcomes from genai inaccuracy for organizations using generative AI (2025)
51% of organizations reported negative outcomes stemming from generative AI inaccuracy in 2025.
- Original survey citation not explicitly named
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
51%
Unit
Percentage
Data Vintage
2025
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
alhena.ai
Primary
Tier C
https://alhena.ai/blog/forethought-alternatives-ecommerce/ ↗
Source Article
7 Best Forethought Alternatives for Ecommerce in 2026
Original Research
alhena.ai
· Original study ↗
Methodology
Cited survey figure; original source not named
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
organizations using generative AI: 51% organizations reporting negative outcomes from genai inaccuracy. Source: alhena.ai (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/genai-inaccuracy-negative-outcomes-2025
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<blockquote cite="https://lighthousedata.io/data/genai-inaccuracy-negative-outcomes-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>51%</strong> -- organizations reporting negative outcomes from genai inaccuracy for organizations using generative AI<br><small>Source: alhena.ai (2025) · <a href="https://lighthousedata.io/data/genai-inaccuracy-negative-outcomes-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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