B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
60%
60% -- click loss rate uncited brands for Brands not cited in AI responses (2026)
Brands that are not cited in AI responses lose more than 60% of their clicks on the same queries.
- Reported as 'more than 60%'
Attribution:
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Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
60%
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
knechtstrategies.com
Primary
Tier C
https://www.knechtstrategies.com/ai-traffic-attribution-how-mid-sized-b2b-teams-can-finally-see-this… ↗
Source Article
Maximizing ROI with AI Traffic Attribution: Key Strategies for Success
Your monthly marketing reports tell a clean story: organic search, paid media, social, email, and direct traffic each have their own row. But there is a fast-growing, high-intent channel hiding in plain sight—buried inside that rising “Direct” line that nobody can explain. AI traffic attribution is …
Original Research
knechtstrategies.com
· Original study ↗
Methodology
Share of clicks lost by uncited brands on the same queries; reported as a floor ('more than 60%').
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Brands not cited in AI responses: 60% click loss rate uncited brands. Source: knechtstrategies.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/uncited-brands-click-loss-60pct
HTML Embed
<blockquote cite="https://lighthousedata.io/data/uncited-brands-click-loss-60pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>60%</strong> -- click loss rate uncited brands for Brands not cited in AI responses<br><small>Source: knechtstrategies.com (2026) · <a href="https://lighthousedata.io/data/uncited-brands-click-loss-60pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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