B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
80%
80% -- share of brands ranking 1 not cited by llms for Google top-ranking brands (2026-03)
80% of brands ranking #1 on Google are not cited by LLMs on the same query.
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
80%
Unit
Percentage
Data Vintage
2026-03
Entity
Sample Size
500
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Aragil
Primary
Tier B
https://www.fortop.it/en/blog/market-insights/from-seo-to-geo-how-llms-are-rewriting-the-rules-of-br… ↗
Source Article
From SEO to GEO: LLMs and Brand Visibility | Fortop
From SEO to GEO: How LLMs Are Rewriting the Rules of Brand Visibility
Why the SERP Is No Longer Enough — and What Really Changes in the Era of Answer Engines
Do we want to call it GEO? Fine. It can help us better explain what’s happening — though, to be honest, the name matters less than the concept…
Original Research
Aragil
· Original study ↗
Methodology
Based on 500+ audits
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Google top-ranking brands: 80% share of brands ranking 1 not cited by llms. Source: Aragil (2026-03). Via Lighthouse Intelligence -- https://lighthousedata.io/data/top-google-brands-not-cited-by-llms
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<blockquote cite="https://lighthousedata.io/data/top-google-brands-not-cited-by-llms" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>80%</strong> -- share of brands ranking 1 not cited by llms for Google top-ranking brands<br><small>Source: Aragil (2026-03) · <a href="https://lighthousedata.io/data/top-google-brands-not-cited-by-llms" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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