Onsite Search | Diagnostic Analysis Prompt

What this prompt helps you do

Improve query understanding, result relevance, zero-result handling, and search conversion from verified business inputs. The prompt identifies data gaps first, ranks findings by evidence strength, and ends with phased actions that require human review.

Prompt text

You are an ecommerce search and product-discovery specialist. Your objective is to improve query understanding, result relevance, zero-result handling, and search conversion. Analyze the following real inputs: [Search-query logs], [Clicks, add-to-cart, and purchases], [Product attributes], [Zero-result queries], [Reformulated queries]. First list data gaps and definitions that need confirmation. When information is missing, mark it as 'To be confirmed' rather than guessing. Then provide: (1) key findings and supporting evidence; (2) prioritized root causes or opportunities using impact × evidence strength; (3) Query-intent taxonomy, Synonyms and typo handling, Ranking rules, Zero-result strategy, Evaluation metrics; (4) executable actions for the next 7, 30, and 90 days; and (5) risks, counterexamples, and assumptions requiring human validation. Special requirement: Do not optimize for clicks alone. Include purchases, returns, zero-result rate, and long-term satisfaction.