B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
58%
58% -- consumers replacing search with genai for consumers (2026)
58% of consumers have replaced traditional search with generative AI for product discovery.
Attribution:
View source
Lighthouse Research Team
Last verified:
·
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Source verified
Evidence graded
Value
58%
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
nShift
Primary
Tier B
https://alhena.ai/blog/prepare-ecommerce-store-ai-shopping-agents/ ↗
Source Article
How to Prepare Your Store for AI Shopping Agents
Original Research
nShift
· Original study ↗
Methodology
nShift 2026 research
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
consumers: 58% consumers replacing search with genai. Source: nShift (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/nshift-genai-product-discovery-2026
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<blockquote cite="https://lighthousedata.io/data/nshift-genai-product-discovery-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>58%</strong> -- consumers replacing search with genai for consumers<br><small>Source: nShift (2026) · <a href="https://lighthousedata.io/data/nshift-genai-product-discovery-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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