B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
40%
40% -- llm visibility increase for Quantum Agency AEO campaigns (2026)
An analysis of 500+ AEO campaigns by Quantum Agency shows that persona-driven content strategies increase LLM visibility by 40% compared to intent-based approaches.
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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
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
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Quantum Agency
Primary
Tier C
https://quantumagency.io/white-label-aeo/persona-driven-aeo-evolving-beyond-search-intent-in-2026/ ↗
Source Article
Search intent classification no longer determines white-label AEO success in 2026. The traditional SEO framework of mapping content to informational, transactional, navigational, or commercial categories fails when optimizing for ChatGPT, Perplexity, and Google AI Overviews. Large language models pr…
Original Research
Quantum Agency
· Original study ↗
Methodology
Quantum Agency internal analysis of 500+ AEO campaigns
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Quantum Agency AEO campaigns: 40% llm visibility increase. Source: Quantum Agency (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/persona-driven-llm-visibility-40
HTML Embed
<blockquote cite="https://lighthousedata.io/data/persona-driven-llm-visibility-40" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>40%</strong> -- llm visibility increase for Quantum Agency AEO campaigns<br><small>Source: Quantum Agency (2026) · <a href="https://lighthousedata.io/data/persona-driven-llm-visibility-40" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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