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

76%

76% -- attribution gap relative size for Commercial-intent AI search queries (2025-06)

2025-06  · n=14,000  · Social Science Research Council

Commercial-intent AI search queries show attribution gaps that are 76% larger than other query categories.

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Attribution: Social Science Research Council View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
76%
Unit
Percentage
Data Vintage
2025-06
Entity
Commercial-intent AI search queries
Sample Size
14,000
Geography
North America
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
95
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
Social Science Research Council Primary Tier A
https://milleroperations.com/bing-ai-performance-report-what-it-means-for-your-business/ ↗
Confidence: 57/100 Vintage: 2025-06 Channel: Deep Crawl
Source Article
- AI - home services Microsoft Just Showed Us How AI Uses Your Website And Most Businesses Aren’t Ready Bing’s new AI Performance report is the first time any major tech company has revealed how AI search engines cite your content. If you’re an independent home services company, this changes the gam…
Original Research
Social Science Research Council · Original study ↗

Social Science Research Council study of ~14,000 AI conversations and 7,000 queries

Methodology documented
IndustryB2B RegionNorth America RoleAll marketers Channelsearch
Plain Text
Commercial-intent AI search queries: 76% attribution gap relative size. Source: Social Science Research Council (2025-06). Via Lighthouse Intelligence -- https://lighthousedata.io/data/commercial-query-attribution-gap-2025
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<blockquote cite="https://lighthousedata.io/data/commercial-query-attribution-gap-2025" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>76%</strong> -- attribution gap relative size for Commercial-intent AI search queries<br><small>Source: Social Science Research Council (2025-06) · <a href="https://lighthousedata.io/data/commercial-query-attribution-gap-2025" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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