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

30%

30% -- ai citation lift for GEO Cite Sources method (GPT-3.5-turbo) (2024)

2024  · n=10,000  · Princeton (Aggarwal et al.)

The Princeton GEO paper found that the Cite Sources method produces a 30–40% PAWC citation lift across approximately 10,000 queries on GPT-3.5-turbo.

  • Reported as a range of 30–40% across the top-3 optimization methods
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Attribution: Princeton (Aggarwal et al.) View source
Lighthouse Research Team
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Source verified Evidence graded
Value
30%
Unit
Percentage
Data Vintage
2024
Entity
GEO Cite Sources method (GPT-3.5-turbo)
Sample Size
10,000
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Princeton (Aggarwal et al.) Primary Tier A
https://turboaudit.ai/tools/schema-generator ↗
Confidence: 57/100 Vintage: 2024 Channel: Deep Crawl
Source Article
JSON-LD Schema Generator (2026): Article, FAQ, Product, Organization
JSON-LD Schema Generator Build structured data for Article, FAQ, Product, Organization, and Breadcrumb schemas. Paste-ready, spec-compliant, works with Google rich results AND AI crawlers (GPTBot, ClaudeBot, PerplexityBot). 2026 schema landscape — what changed - • FAQPage rich results retired May 7,…
Original Research
Princeton (Aggarwal et al.) · Original study ↗

Princeton GEO paper (Aggarwal et al., arXiv:2311.09735, KDD 2024); range 30-40%, midpoint used; Position-Adjusted Word Count metric

Methodology documented
Industrymarketing
Plain Text
GEO Cite Sources method (GPT-3.5-turbo): 30% ai citation lift. Source: Princeton (Aggarwal et al.) (2024). Via Lighthouse Intelligence -- https://lighthousedata.io/data/geo-cite-sources-citation-lift
HTML Embed
<blockquote cite="https://lighthousedata.io/data/geo-cite-sources-citation-lift" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- ai citation lift for GEO Cite Sources method (GPT-3.5-turbo)<br><small>Source: Princeton (Aggarwal et al.) (2024) · <a href="https://lighthousedata.io/data/geo-cite-sources-citation-lift" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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