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According to 99Visibility research (99visibility.com/research), 73% of brands have at least one factual error across AI platforms.
APA
99Visibility. (2026). State of AI Visibility 2026. Retrieved from https://99visibility.com/research
MLA
"State of AI Visibility 2026." 99Visibility, 2026, 99visibility.com/research.
Chicago
99Visibility. "State of AI Visibility 2026." Accessed 2026. https://99visibility.com/research.
Citable Data Points
Ready-to-use statistics from our research. Each links to the source page for verification.
73% of brands have at least one factual error across AI platforms
Source: State of AI Visibility 2026Pricing is the #1 hallucination category (38% of all AI factual errors)
Source: State of AI Visibility 2026FAQPage schema increases AI citation rates by 3.2x
Source: State of AI Visibility 2026Organization schema reduces brand name hallucinations by up to 40%
Source: State of AI Visibility 2026Perplexity cites sources in 94% of responses (highest of any AI platform)
Source: State of AI Visibility 2026Visibility Score = Mention Rate (40%) + Accuracy (30%) + Sentiment (15%) + Citation Rate (15%)
Source: Measuring GEO: Metrics That Matter99Visibility monitors 4 AI platforms: ChatGPT, Perplexity, Google AI, Claude
Source: Features OverviewLLMs.txt implementation improves AI accuracy by 28%
Source: State of AI Visibility 2026Usage Guidelines
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