B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
12%
12% -- share of cited urls ranking google top10 for ChatGPT (2026-03)
12% of URLs cited by ChatGPT rank in Google's top 10 search results.
- Analysis conducted across B2B SaaS categories
Attribution:
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Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
12%
Unit
Percentage
Data Vintage
2026-03
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
GrackerAI
Primary
Tier B
https://chatterbubble.co/resources/answer-engine-optimization-cybersecurity-firms-2026 ↗
Source Article
Answer Engine Optimization for Cybersecurity Firms in 2026
Answer Engine Optimization for Cybersecurity Firms in 2026
Cybersecurity firms that dominate Google search are increasingly invisible where buyers now research — ChatGPT, Perplexity, and Google's AI Overviews. Answer engine optimization (AEO) is the practice of structuring content so AI engines cite…
Original Research
GrackerAI
· Original study ↗
Methodology
GrackerAI analysis of citation patterns across B2B SaaS categories
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
ChatGPT: 12% share of cited urls ranking google top10. Source: GrackerAI (2026-03). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatgpt-cited-urls-google-top10-2026
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<blockquote cite="https://lighthousedata.io/data/chatgpt-cited-urls-google-top10-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>12%</strong> -- share of cited urls ranking google top10 for ChatGPT<br><small>Source: GrackerAI (2026-03) · <a href="https://lighthousedata.io/data/chatgpt-cited-urls-google-top10-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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