B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
95%
95% -- share of fan out queries with zero monthly search volume for ChatGPT fan-out queries (2026)
95% of ChatGPT fan-out queries have zero monthly search volume according to traditional search metrics.
- Original study not identified
Attribution:
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Lighthouse Research Team
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Evidence graded
Value
95%
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
quillly.com
Primary
Tier C
https://quillly.com/blogs/query-fan-out-ai-mode ↗
Source Article
Query Fan-Out: The 2026 Playbook to Win AI Mode
When you search "best project management tool for a small remote team," Google no longer runs that one search. As of mid-2026, its AI Mode quietly fires off nine to eleven other searches you never typed, then blends the results into a single answer. That hidden expansion is called query fan-out, and…
Original Research
quillly.com
· Original study ↗
Methodology
Cited as "one analysis"; original study not identified
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
ChatGPT fan-out queries: 95% share of fan out queries with zero monthly search volume. Source: quillly.com (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/fanout-queries-zero-search-volume-95
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<blockquote cite="https://lighthousedata.io/data/fanout-queries-zero-search-volume-95" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>95%</strong> -- share of fan out queries with zero monthly search volume for ChatGPT fan-out queries<br><small>Source: quillly.com (2026) · <a href="https://lighthousedata.io/data/fanout-queries-zero-search-volume-95" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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