B
Evidence Grade B
Graded
accuracy verified by the review judge
Safe to Cite
Current
25
25 -- query variations per prompt for ChatGPT (2026)
ChatGPT generates at least 25 query variations/sub-queries per user prompt.
- Source states '25+' unique query variations/sub-queries per prompt
Attribution:
View source
Lighthouse Research Team
Last verified:
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Source verified
Evidence graded
Value
25
Unit
Count
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
AirOps
Primary
Tier B
https://betteraisearch.com/tactics/fan-out-queries-geo ↗
Source Article
Fan-Out Query Coverage for AI Search
Original Research
AirOps
· Original study ↗
Methodology
AirOps observational analysis
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
ChatGPT: 25 query variations per prompt. Source: AirOps (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatgpt-query-variations-per-prompt
HTML Embed
<blockquote cite="https://lighthousedata.io/data/chatgpt-query-variations-per-prompt" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>25</strong> -- query variations per prompt for ChatGPT<br><small>Source: AirOps (2026) · <a href="https://lighthousedata.io/data/chatgpt-query-variations-per-prompt" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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