B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Aging
40%
40% -- ai search visibility improvement for generative engine optimisation (GEO) methods (2024)
Princeton-led academic research presented at SIGKDD 2024 found that generative engine optimisation (GEO) methods can improve visibility in generative engine responses by up to 40%.
- Represents an upper bound ('up to 40%')
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2024
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Princeton-led research team (SIGKDD 2024)
Primary
Tier A
https://regencleo.ai/articles/regencleo-presence-engine-review/ ↗
Source Article
CLEO Presence Growth Engine Review: Tracking Brand Mentions in ChatGPT, Perplexity and AI Overviews | CLEO
Evaluating a brand-presence platform comes down to one distinction: does it actively improve your AI search citations, or does it simply report on what the AI engines already do? Answering that means separating what a tool monitors from what it actually fixes. CLEO is a Presence Growth Engine (a clo…
Original Research
Princeton-led research team (SIGKDD 2024)
· Original study ↗
Methodology
Princeton-led academic research presented at SIGKDD 2024 on generative engine optimisation methods (structured content, statistics, cited sources, expert quotations)
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
generative engine optimisation (GEO) methods: 40% ai search visibility improvement. Source: Princeton-led research team (SIGKDD 2024) (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/geo-methods-visibility-improvement-40
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<blockquote cite="https://lighthousedata.io/data/geo-methods-visibility-improvement-40" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- ai search visibility improvement for generative engine optimisation (GEO) methods<br><small>Source: Princeton-led research team (SIGKDD 2024) (2024) · <a href="https://lighthousedata.io/data/geo-methods-visibility-improvement-40" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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