B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
40%
40% -- ai visibility improvement for GEO-optimized content (2026)
Content that follows proper Generative Engine Optimization (GEO) approaches can increase AI visibility by up to 40%.
- Research cited via Frase.io
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
40%
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
60
Independence
30
Methodology
45
Freshness
95
Source
Princeton University / IIT Delhi (cited via Frase.io)
Primary
Tier C
https://intura.co/en/blog/geo-ai-search-brand-elektronik-gadget-indonesia-2026 ↗
Source Article
GEO untuk Industri Elektronik & Gadget: Cara Brand Smartphone dan Retailer Menangkan AI Search Sebelum Kompetitor di 2026
GEO untuk Industri Elektronik & Gadget: Cara Brand Smartphone dan Retailer Menangkan AI Search Sebelum Kompetitor di 2026
Konsumen Indonesia tanya spesifikasi Vivo X300 Ultra, Samsung Galaxy A56, dan iPhone ke ChatGPT. Brand elektronik yang tak muncul di jawaban AI kehilangan penjualan. Panduan GEO …
Original Research
Princeton University / IIT Delhi (cited via Frase.io)
· Original study ↗
Methodology
Princeton University and IIT Delhi research cited via Frase.io
Methodology documented
Trend Over Time
| Period | Value | Change |
|---|---|---|
| 2024 | 40% | |
| 2026 (current) | 40% | 0% |
Segmentation
Industrymarketing
Cite this stat
Plain Text
GEO-optimized content: 40% ai visibility improvement. Source: Princeton University / IIT Delhi (cited via Frase.io) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/geo-visibility-increase-40-percent
HTML Embed
<blockquote cite="https://lighthousedata.io/data/geo-visibility-increase-40-percent" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- ai visibility improvement for GEO-optimized content<br><small>Source: Princeton University / IIT Delhi (cited via Frase.io) (2026) · <a href="https://lighthousedata.io/data/geo-visibility-increase-40-percent" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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