market intelligence daily brief

Real estate professionals often struggle to synthesize fragmented market data into actionable client communications. This skill generates dated market briefs by reconciling local inventory, sales volume, and pricing metrics from your verified sources. It replaces vague market commentary with sourced analysis and period-matched data tables. ## What it does - **Source reconciliation** matches current facts against historical data to ensure period-over-period accuracy. - **Metric calculation** generates comparable changes and ratios based on property segment and market boundaries. - **Client-ready synthesis** translates technical data into specific talking points for buyers and sellers. - **Uncertainty mapping** identifies data gaps and labels unverified information to prevent misleading claims. ## How it works 1. **Define parameters** including market boundary, property segment, report date, and available data sources. 2. **Reconcile data** by separating current facts from stale records and normalizing reporting periods. 3. **Analyze implications** to explain evidence-supported trends without making deterministic forecasts. 4. **Deliver brief** containing a sourced summary, metric table, and professional talking points. ## Frameworks & tools Works with provided property records, CRM exports, market reports, and spreadsheets. It adapts to your specific jurisdiction, currency, units, and business policies. ## Why this beats prompting it yourself Generic prompts often hallucinate statistics or mix up reporting periods. This skill enforces strict source-matching and explicitly labels unknowns, ensuring you never present modeled assumptions as confirmed facts. ## Use cases - **Monthly newsletters** providing localized inventory and price-per-square-foot trends. - **Listing presentations** showing sellers how their segment compares to recent sales volume. - **Buyer briefings** explaining financing context and current market velocity. - **Portfolio reviews** for investors needing period-matched performance data. ## Known limitations Does not provide deterministic price forecasts or professional legal/tax advice. Accuracy depends on the quality and dates of provided data sources.