B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Aging

40%

40% -- generative engine visibility increase for Content visibility in generative AI search engine responses (e.g., ChatGPT, Perplexity) (2024)

2024  · Aggarwal et al. (GEO: Generative Engine Optimization study)

Simple Generative Engine Optimization (GEO) tactics can boost content visibility in generative AI search tool responses by up to 40%.

  • Represents an upper bound ('up to 40%')
  • Based on specific simple GEO tactics evaluated in the cited academic study
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Attribution: Aggarwal et al. (GEO: Generative Engine Optimization study) View source
Lighthouse Research Team
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Source verified Evidence graded
Value
40%
Unit
Percentage
Data Vintage
2024
Entity
Content visibility in generative AI search engine responses (e.g., ChatGPT, Perplexity)
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Aggarwal et al. (GEO: Generative Engine Optimization study) Primary Tier C
https://www.exhibit-b.com/blog-posts/the-ai-silver-lining-for-thought-leadership-producers ↗
Confidence: 48/100 Vintage: 2024 Channel: Deep Crawl
Source Article
The AI silver lining for thought leadership producers
The AI silver lining for thought leadership producers At first glance, it’s easy to conclude that the rise of generative engines such as Chat GPT is bad news for thought leadership. Why bother going to all the effort conducting research, producing in-depth content and coming up with insightful messa…
Original Research
Aggarwal et al. (GEO: Generative Engine Optimization study) · Original study ↗

Upper bound reported ('up to 40%') for visibility gains from simple GEO tactics in AI search tool responses; keyword-stuffing-style SEO tactics were found less effective. From academic study 'GEO: Generative Engine Optimization' by Aggarwal, Kalyan, Murahari, Narasimhan, Rajpurohit, and Deshpande (2024).

Methodology documented
Industrymarketing
Plain Text
Content visibility in generative AI search engine responses (e.g., ChatGPT, Perplexity): 40% generative engine visibility increase. Source: Aggarwal et al. (GEO: Generative Engine Optimization study) (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/geo-tactics-boost-ai-search-visibility
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<blockquote cite="https://lighthousedata.io/data/geo-tactics-boost-ai-search-visibility" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- generative engine visibility increase for Content visibility in generative AI search engine responses (e.g., ChatGPT, Perplexity)<br><small>Source: Aggarwal et al. (GEO: Generative Engine Optimization study) (2024) · <a href="https://lighthousedata.io/data/geo-tactics-boost-ai-search-visibility" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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