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Citation Accuracy

Citation Accuracy How correctly an AI engine represents a brand's information when citing it. Accuracy measures whether AI-generated mentions reflect your actual product, pricing, and capabilities. Monitoring citation accuracy helps identify content gaps where your pages need clearer, more structured information for AI engines to extract.

Citation accuracy measures whether AI engines get your brand information right when they do cite you. A high citation rate with low accuracy can be worse than no citation at all — imagine OpenAI telling users your product costs $299/month when it actually costs $49/month, or attributing a competitor's feature to your product.

Common accuracy issues include outdated pricing, incorrect feature attribution, confused brand names (especially for brands with similar names), and hallucinated capabilities. CiteRank detects these issues by comparing AI responses against your configured brand profile, flagging inaccuracies so you can address the underlying content gaps. The fix is usually better structured data and clearer content on your website.