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LLM Citation Probability Checker
A heuristic score against 9 documented LLM-citation signals (token overlap, declarative framing, recency, length, domain trust). This is not a prediction of any specific model's behavior — it is a deterministic checklist of the signals that correlate with being cited in published Perplexity, ChatGPT, and AI Overviews studies.
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Heuristic Citation Score
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Fill in all fields on the left to see your citation probability breakdown.
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