You are leading the redesign of the search experience on a large e-commerce site. Users complain about irrelevant results and slow load times, but you have a tight budget and a 6‑week sprint. How do you decide which search improvements to prioritize and what trade‑offs to make?

CIRCLES + RICE scoring: 1) Context & Goals, 2) Identify User Pain, 3) Recommend Solutions, 4) Communicate Trade‑offs, 5) List Impact, 6) Estimate Effort, 7) Score & Prioritize. 120‑150 words, no narrative.

I would start with the CIRCLES framework: first, clarify the business goal (increase conversion from search) and the constraints (budget, timeline). Next, identify the core user pain points through analytics (high bounce after search) and qualitative feedback (usability tests). Then recommend three concrete solutions: (1) implement autocomplete with weighted relevance, (2) fine‑tune ranking algorithms using click‑through data, and (3) lazy‑load snippets to reduce initial load time. Communicate these options to stakeholders, framing each with expected impact and effort. I would use RICE scoring—Reach, Impact, Confidence, Effort—to rank them. The top two would be prioritized for the sprint, with a lightweight A/B test to validate. Finally, I’d set up metrics (CTR, time‑to‑first‑click, conversion) to evaluate success and iterate. 175‑200 words.