Competitive Intelligence
A practical view of who is winning prompts, owning citations, and building stronger answer-engine visibility in your market.
Articles
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How AI Search Engines Decide Who to Cite
AI systems cite sources they can retrieve, understand, compare, and use to support a specific answer. No single markup field guarantees selection.
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How Citation Tracking Works in AI Search
Citation tracking helps teams monitor where AI systems reference their brand, which sources dominate results, and where opportunity gaps still exist.
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How to Compare the Brands AI Search Cites
A useful comparison records which brands appear, which sources support them, and how the answer describes each brand under the same test conditions.