B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
37%
37% -- share of product searches started with ai tool for US AI users (2026)
37% of US AI users start product searches with an AI tool rather than a search engine.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
37%
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
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Source
Lyro
Primary
Tier B
https://www.askdialog.com/resources/best-ai-shopping-assistants-for-ecommerce ↗
Source Article
The 8 best AI shopping assistants for ecommerce in 2026
Original Research
Lyro
· Original study ↗
Methodology
Cited from Lyro's AI in E-Commerce in 2026 report
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
US AI users: 37% share of product searches started with ai tool. Source: Lyro (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/ai-product-search-start-37pct
HTML Embed
<blockquote cite="https://lighthousedata.io/data/ai-product-search-start-37pct" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>37%</strong> -- share of product searches started with ai tool for US AI users<br><small>Source: Lyro (2026) · <a href="https://lighthousedata.io/data/ai-product-search-start-37pct" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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