
A structured audit across ChatGPT, Claude, Gemini, and Perplexity — measuring visibility, accuracy, and competitive positioning.
Bot access, content extraction, live AI search recall, and training-data recall — all scored.
GPT-4o, Claude, Gemini, and Perplexity tested in parallel.
Specific ranked fixes — not vague suggestions.
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