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

30%

30% -- brand visibility consistency rate for AI search engines (ChatGPT, Perplexity, Gemini) (2026)

2026  · AI visibility trackers (aggregated)

Only around 30% of brands remain visible or appear in back-to-back AI responses to the same prompt/query.

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Attribution: AI visibility trackers (aggregated) View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
30%
Unit
Percentage
Data Vintage
2026
Entity
AI search engines (ChatGPT, Perplexity, Gemini)
B
Strong, reliable evidence

Sourced from a well-regarded research firm or industry leader with transparent methodology and a reasonably large sample.

64/100 confidence

Single source - not yet corroborated

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
AI visibility trackers (aggregated) Primary Tier C
https://aiboost.co.uk/cross-engine-consistency-audit-uk/ ↗
Confidence: 48/100 Vintage: 2026 Channel: Common Crawl
Source Article
The Cross
Original Research
AI visibility trackers (aggregated) · Original study ↗

Aggregated from AI visibility trackers

Methodology documented
Industrymarketing
Plain Text
AI search engines (ChatGPT, Perplexity, Gemini): 30% brand visibility consistency rate. Source: AI visibility trackers (aggregated) (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/brand-visibility-back-to-back-ai-responses-2026
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<blockquote cite="https://lighthousedata.io/data/brand-visibility-back-to-back-ai-responses-2026" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>30%</strong> -- brand visibility consistency rate for AI search engines (ChatGPT, Perplexity, Gemini)<br><small>Source: AI visibility trackers (aggregated) (2026) · <a href="https://lighthousedata.io/data/brand-visibility-back-to-back-ai-responses-2026" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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