B Evidence Grade B Graded accuracy verified by the review judge Safe to Cite Recent

59%

59% -- shoppers wanting ai answer removed for online shoppers (2025)

2025  · n=3,600  · insightios.com

59% of shoppers analyzed across 3,600 comments want AI answers removed/gone.

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Attribution: insightios.com View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
59%
Unit
Percentage
Data Vintage
2025
Entity
online shoppers
Sample Size
3,600
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

61/100 confidence

Single source - not yet corroborated

Extraction
75
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
insightios.com Primary Tier B
https://www.insightios.com/blog ↗
Confidence: 53/100 Vintage: 2025 Channel: Deep Crawl
Source Article
VOC Research Blog: Guides for DTC Brands | Insightios
From the blog VOC Research Guides for DTC Brands, Agencies, and Founders Practical guides on understanding your audience using Reddit, YouTube, and real online conversations. The New Research Standard Covers the AI Asking, Not the AI Answering ISO wrote AI rules for researchers. The AI breaking surv…
Original Research
insightios.com · Original study ↗

Comment analysis

Methodology documented
Industrymarketing
Plain Text
online shoppers: 59% shoppers wanting ai answer removed. Source: insightios.com (2025). Via Lighthouse Intelligence -- https://lighthousedata.io/data/shoppers-want-ai-answer-gone
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<blockquote cite="https://lighthousedata.io/data/shoppers-want-ai-answer-gone" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>59%</strong> -- shoppers wanting ai answer removed for online shoppers<br><small>Source: insightios.com (2025) · <a href="https://lighthousedata.io/data/shoppers-want-ai-answer-gone" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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