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

95%

95% -- share of ai generated queries with zero search volume for ChatGPT fan-out sub-queries (2026)

Name: Share Of AI Generated Queries With Zero Search Volume Statistics
Creator: Lighthouse Intelligence
Published: 2026-10-04

2026 · n=548,534 · AirOps

95% of the fan-out sub-queries generated by ChatGPT while composing answers have zero traditional search volume in keyword tools.

Observational analysis based on retrieved pages

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Attribution: AirOps View source

Lighthouse Research Team

Last verified: 2026-10-04 · How we verify data →

Source verified Evidence graded

Value

95%

Unit

Percentage

Data Vintage

2026

Entity

ChatGPT fan-out sub-queries

Sample Size

548,534

Evidence Quality

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

Score breakdown

Extraction

Source Trust

Citation Chain

Independence

Methodology

Freshness

Source

AirOps Primary Tier B

https://betteraisearch.com/blog/fan-out-query-seo ↗

Confidence: 53/100 Vintage: 2026 Channel: Common Crawl

Source Article

95% of the queries ChatGPT uses to find your content have zero search volume in any keyword tool.

Original Research

AirOps · Original study ↗

Methodology

AirOps analysis of 548,534 retrieved pages

Methodology documented

Segmentation

IndustryMedia RoleSEO Specialist Channelsearch

Cite this stat

Plain Text

ChatGPT fan-out sub-queries: 95% share of ai generated queries with zero search volume. Source: AirOps (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/chatgpt-subqueries-zero-search-volume

HTML Embed

<blockquote cite="https://lighthousedata.io/data/chatgpt-subqueries-zero-search-volume" 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 ai generated queries with zero search volume for ChatGPT fan-out sub-queries<br><small>Source: AirOps (2026) · <a href="https://lighthousedata.io/data/chatgpt-subqueries-zero-search-volume" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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