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

92.6%

92.6% -- brand presence day over day stability rate for AI answer engines (MentionFlow tracking panel) (2026)

Name: Brand Presence Day Over Day Stability Rate Statistics
Creator: Lighthouse Intelligence
Published: 2026-10-01

2026 · Apollo Digital

Brand presence for a given prompt held steady day over day roughly 92.6% of the time in MentionFlow tracking across AI answer engines.

Tracking results vary by engine, ranging from ~4% daily flips on Perplexity to 11% on Google's AI Overviews

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Attribution: Apollo Digital View source

Lighthouse Research Team

Last verified: 2026-10-01 · How we verify data →

Source verified Evidence graded

Value

92.6%

Unit

Percentage

Data Vintage

2026

Entity

AI answer engines (MentionFlow tracking panel)

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

Apollo Digital Primary Tier B

https://apollodigital.io/blog/generative-engine-optimization/ ↗

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

Source Article

Generative Engine Optimization (GEO): The Complete Guide for 2026

Original Research

Apollo Digital · Original study ↗

Methodology

Vendor first-party tracking (MentionFlow) of brand presence across repeated AI engine prompt runs; probabilistic AI answers measured day over day

Methodology documented

Segmentation

Industrymarketing

Cite this stat

Plain Text

AI answer engines (MentionFlow tracking panel): 92.6% brand presence day over day stability rate. Source: Apollo Digital (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/geo-brand-presence-stability-926

HTML Embed

<blockquote cite="https://lighthousedata.io/data/geo-brand-presence-stability-926" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>92.6%</strong> -- brand presence day over day stability rate for AI answer engines (MentionFlow tracking panel)<br><small>Source: Apollo Digital (2026) · <a href="https://lighthousedata.io/data/geo-brand-presence-stability-926" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>

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