💬 From @wsvn53 · 2026-02-27 reply thread
City commercial research usually requires buying professional reports from firms like JLL, Cushman & Wakefield, and Winshang, manually consolidating multiple datasets, and then creating charts in Excel or Python. It is expensive, slow, and difficult to do well.
Say one sentence to Minis. It searches authoritative sources such as JLL, Savills, and Winshang, writes analysis scripts, generates multi-dimensional visual charts, and outputs a complete market report with trend curves, district comparisons, category breakdowns, and vacancy-rate distributions.
Example: analyzing retail vacancy rates in Chengdu over the past few years:
- Key conclusion: vacancy rates peaked in Q4 2022
- Chunxi Road / Taikoo Li core commercial areas stayed around 4–7.5% long-term
⚠️ Divergence intensified: the gap between core and fringe commercial districts widened
| Skill | Purpose |
|---|---|
Built-in browser_use |
Search industry data sources online |
| Built-in shell + Python | Write analysis scripts and generate charts |
Analyze the retail vacancy rate in Chengdu over the past few years.
Search JLL, Savills, Winshang, and other data sources online.
Generate trend charts and a commercial-district comparison report.
- No extra configuration required; Minis has built-in browser search and Python charting capabilities
- Replace the city and metric, e.g. “Beijing office occupancy rate” or “Shanghai retail property rent trends.”
- Generated charts can be exported as PNG files for sharing or embedding in reports.
- Useful for real-estate investment analysis, commercial site selection, and industry research.
📷 Shared by @wsvn53 · 2026-02-27
2026-02-27