B
Evidence Grade B
Graded
under review
Safe to Cite
Current
28%
28% -- question query ai overview trigger rate for question-led search queries (2026)
Attribution:
View source
Lighthouse Research Team
Last verified:
·
How we verify data →
Source verified
Evidence graded
Value
28%
Unit
Percentage
Data Vintage
2026
Entity
Sample Size
700
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
DAC
Primary
Tier C
https://seovendor.co/ai-visibility-rankings-are-statistical-noise-what-agencies-should-track/ ↗
Source Article
AI Visibility Rankings Are Statistical Noise — What Agencies Should Track
AI rankings now swing daily. That volatility can blur reports because quality and relevance signals, algo changes and update alerts, and how users act now steer results. As a result, old rank checks miss how people behave.
Table of Contents
You need solid tech SEO health and fixes, strong link power…
Original Research
DAC
· Original study ↗
Methodology
From DAC's review of 700 SERPs, as cited in the article; study period not stated. Figure relayed by a third-party blog (secondary citation).
Methodology documented
Segmentation
Industrymarketing
Cite this stat
Plain Text
question-led search queries: 28% question query ai overview trigger rate. Source: DAC (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/question-searches-ai-overview-trigger-rate
HTML Embed
<blockquote cite="https://lighthousedata.io/data/question-searches-ai-overview-trigger-rate" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>28%</strong> -- question query ai overview trigger rate for question-led search queries<br><small>Source: DAC (2026) · <a href="https://lighthousedata.io/data/question-searches-ai-overview-trigger-rate" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
Share
Use this data in your work
Copy the citation, embed the widget, or explore thousands more verified marketing statistics -- all free.