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

90%

90% -- ai response mention share for Google Analytics (2026-04)

Name: AI Response Mention Share Statistics
Creator: Lighthouse Intelligence
Published: 2026-09-16

2026-04 · FogTrail

Google Analytics appeared in 90% of analytics-related AI search responses across 5 waves.

Study tracked 20 queries across 5 AI search engines over 5 waves

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Attribution: FogTrail View source

Lighthouse Research Team

Last verified: 2026-09-16 · How we verify data →

Source verified Evidence graded

Value

90%

Unit

Percentage

Data Vintage

2026-04

Entity

Google Analytics

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

FogTrail Primary Tier A

https://fogtrail.ai/blog/mentioned-but-never-endorsed-ai-search ↗

Confidence: 57/100 Vintage: 2026-04 Channel: Deep Crawl

Source Article

2 B2B Brands Have Been Mentioned by Every AI Engine for 5 Waves but Have Never Received a Single Citation

2 B2B Brands Have Been Mentioned by Every AI Engine for 5 Waves but Have Never Received a Single Citation FogTrail tracked 25 B2B SaaS brands across 5 AI search engines (ChatGPT, Perplexity, Gemini, Grok, Claude) over 5 waves from March to April 2026. Two brands, ClickUp and Google Analytics, appear…

Original Research

FogTrail · Original study ↗

Methodology

Original FogTrail study: 20 queries sent as real-time API calls to 5 AI search engines (ChatGPT, Perplexity, Gemini, Grok, Claude) over 5 waves (Mar 6-Apr 12, 2026), tracking 25 B2B SaaS brands across 5 categories. Share of analytics-related AI responses mentioning Google Analytics; brand received zero source-link citations in all waves.

Methodology documented

Segmentation

Industrymarketing

Cite this stat

Plain Text

Google Analytics: 90% ai response mention share. Source: FogTrail (2026-04). Via Lighthouse Intelligence -- https://lighthousedata.io/data/google-analytics-ai-mention-share-2026

HTML Embed

<blockquote cite="https://lighthousedata.io/data/google-analytics-ai-mention-share-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>90%</strong> -- ai response mention share for Google Analytics<br><small>Source: FogTrail (2026-04) · <a href="https://lighthousedata.io/data/google-analytics-ai-mention-share-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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