B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
68%
68% -- awareness of ai citation impact for marketing leaders (2026)
68% of marketing leaders are actively aware that AI citation affects brand visibility.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
68%
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
60
Independence
30
Methodology
45
Freshness
95
Source
Nicola Ziady
Primary
Tier B
https://nicolaziady.com/ai-citation-strategy-marketing-leaders ↗
Source Article
Informed Inertia: Definition by Nicola Ziady
What AI personalization marketing actually is (and isn’t)
Informed inertia is the organizational state in which a marketing leader is fully aware that a strategic shift is necessary – and does nothing about it anyway.
In the context of AI search, it describes the gap between knowing that AI citation…
Original Research
Nicola Ziady
· Original study ↗
Methodology
Poll of marketing leaders conducted by Nicola Ziady in early 2026
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
marketing leaders: 68% awareness of ai citation impact. Source: Nicola Ziady (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/marketing-leaders-aware-ai-citation-2026
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<blockquote cite="https://lighthousedata.io/data/marketing-leaders-aware-ai-citation-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>68%</strong> -- awareness of ai citation impact for marketing leaders<br><small>Source: Nicola Ziady (2026) · <a href="https://lighthousedata.io/data/marketing-leaders-aware-ai-citation-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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