B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
57.9%
57.9% -- ai overview appearance rate for Google question-based queries (2026)
57.9% of question-based queries display an AI Overview.
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
57.9%
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
20
Independence
30
Methodology
45
Freshness
95
Source
recomaze.ai
Primary
Tier C
https://recomaze.ai/ai-seo-for-fashion-e-commerce-getting-apparel-into-ai-recommendations ↗
Source Article
AI SEO for Fashion: Getting Apparel Into AI Results
AI SEO for Fashion: Getting Apparel Into AI Results
Learn how to optimize your fashion e-commerce brand for AI search. Discover actionable strategies to earn citations in ChatGPT, Gemini, and Perplexity.
Every industry faces unique AI search challenges, and generic advice fails to address the specif…
Original Research
recomaze.ai
· Original study ↗
Methodology
Share of question-based search queries displaying an AI Overview; original study not named in source article.
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
Google question-based queries: 57.9% ai overview appearance rate. Source: recomaze.ai (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/question-queries-ai-overview-rate-2026
HTML Embed
<blockquote cite="https://lighthousedata.io/data/question-queries-ai-overview-rate-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>57.9%</strong> -- ai overview appearance rate for Google question-based queries<br><small>Source: recomaze.ai (2026) · <a href="https://lighthousedata.io/data/question-queries-ai-overview-rate-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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