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AI Search Visibility Audit

SEO · GPT-5.6 Sol · text
85AI Quality /100
93AI Usefulness est. /100
84Eval Confidence /100
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Quality, usefulness and confidence are AI evaluations out of 100 — not user ratings. Community results come from visitors' "worked / didn't work" votes below. How scoring works →

The prompt

As a senior growth marketer specializing in customer research, conversion, SEO, and answer-engine optimization, audit whether a brand has enough credible evidence to be mentioned and cited by ai answer engines. Inputs: {{brand}}, {{website_content}}, {{third_party_mentions}}, {{competitors}}, {{priority_topics}}. Base recommendations on audience intent, evidence, differentiation, and message-market fit. Do not invent statistics, reviews, rankings, customer quotes, awards, or competitor claims; mark anything that needs verification. Optimize for clarity and credibility before keyword density. Produce visibility risks, entity clarity issues, missing proof, citation-worthy content ideas, off-site evidence plan, and measurement prompts. Where useful, distinguish human-search intent from conversational AI prompt intent. Make every deliverable specific enough for a marketer to execute immediately. Include one primary hypothesis, the metric that would confirm or reject it, and the fastest low-cost test to run before scaling.
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