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

73%

73% -- share of brands absent from chatgpt citations for ChatGPT (2026)

2026  · n=129,000  · The Prompt Insider

73% of brands analyzed across 129,000 domains never appear in ChatGPT citations.

  • Applies even when brands dominate Google / traditional search results
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Attribution: The Prompt Insider View source
Lighthouse Research Team
Last verified:  ·  How we verify data →
Source verified Evidence graded
Value
73%
Unit
Percentage
Data Vintage
2026
Entity
ChatGPT
Sample Size
129,000
B
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

Extraction
50
Source Trust
60
Citation Chain
20
Independence
30
Methodology
45
Freshness
95
The Prompt Insider Primary Tier C
https://thepromptinsider.com/aeo/how-to-get-your-brand-cited-by-chatgpt-gemini-claude-and-perplexity… ↗
Confidence: 48/100 Vintage: 2026 Channel: Deep Crawl
Source Article
How to Get Your Brand Cited by ChatGPT, Claude & Gemini (2026)
Short Answer How do you get your brand cited in AI answers? Getting cited by ChatGPT, Claude, Gemini, Perplexity, and Grok requires three things on every priority page: an answer capsule of 120 to 150 characters under each H2, original first-party data AI cannot generate itself, and third-party vali…
Original Research
The Prompt Insider · Original study ↗

Research analyzing 129,000 domains

Methodology documented
Industrymarketing
Plain Text
ChatGPT: 73% share of brands absent from chatgpt citations. Source: The Prompt Insider (2026). Via Lighthouse Intelligence -- https://lighthousedata.io/data/brands-not-in-chatgpt-citations
HTML Embed
<blockquote cite="https://lighthousedata.io/data/brands-not-in-chatgpt-citations" style="border-left:3px solid #2563eb;padding:12px 16px;margin:16px 0;font-family:system-ui,sans-serif;background:#f0f4ff;"><strong>73%</strong> -- share of brands absent from chatgpt citations for ChatGPT<br><small>Source: The Prompt Insider (2026) · <a href="https://lighthousedata.io/data/brands-not-in-chatgpt-citations" target="_blank" rel="noopener">Lighthouse Intelligence</a></small></blockquote>
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