Market entry brief
Should we enter this city: prices, momentum, liquidity, registered sales.
- You get: Brief (PDF).
- Where: every country the products it uses cover.
- Cost: €4.80 a run · 120 tokens, per market.
- Status: runs today.
It uses Area Insights. The plan names a country that one of them does not cover. Written for: Investor or fund, Developer or land, Research, media or public sector.
Run in Claude
Add the one Casafari MCP server, https://platform.casafari.com/mcp, to Claude, ChatGPT or any MCP client (it carries Area Insights), and sign in the first time you use it (a Free account, no card, is created then; console).
In Claude Code:
claude mcp add --transport http casafari https://platform.casafari.com/mcpThen ask:
Run the market entry brief playbook for Spain: call area-insights_get_time_series_data, then area-insights_get_time_series_operations, then area-insights_get_sales_time_series, then area-insights_count_sales_by_type, then area-insights_get_heatmap, in that order, and tell me what each step cost in tokens.Get the API calls
The same steps as REST calls, in order. Create a platform API key in the console and export it as CASAFARI_API_KEY; each call takes the parameters its operation documents in the REST reference.
# 1. Area Insights (2 times), 25 tokens a call
curl -X POST https://platform.casafari.com/v1/area-insights/time-series \
-H "Authorization: Bearer $CASAFARI_API_KEY"
# 2. Area Insights, 25 tokens a call
# MCP only for now: call area-insights_get_time_series_operations in your assistant.
# 3. Area Insights, 10 tokens a call
curl -X POST https://platform.casafari.com/v1/area-insights/sales/time-series \
-H "Authorization: Bearer $CASAFARI_API_KEY"
# 4. Area Insights, 10 tokens a call
curl -X POST https://platform.casafari.com/v1/area-insights/sales/count-by-type \
-H "Authorization: Bearer $CASAFARI_API_KEY"
# 5. Area Insights, 25 tokens a call
curl -X POST https://platform.casafari.com/v1/area-insights/heatmap \
-H "Authorization: Bearer $CASAFARI_API_KEY"The steps, and what each costs
| # | Step | Product | Tokens |
|---|---|---|---|
| 1 | area-insights_get_time_series_data × 2: sale and rent | Area Insights | 50 |
| 2 | area-insights_get_time_series_operations: growth and volatility | Area Insights | 25 |
| 3 | area-insights_get_sales_time_series | Area Insights | 10 |
| 4 | area-insights_count_sales_by_type | Area Insights | 10 |
| 5 | area-insights_get_heatmap | Area Insights | 25 |
One run: €4.80, 120 tokens at €0.04 each. Each call costs the same over MCP and REST, so the run always costs what the table says. How many tokens your volume needs, and plans and credits.
Other playbooks
- Check the AI's shortlist: Paste five links, get each home's evidence side by side. €8.00 a run · 200 tokens.
- Off-portal monitor: Which homes appear only on agency websites, or there first. €16.00 a run · 400 tokens.
- Area guides with live figures: Neighbourhood pages that stay true every month. €3.40 a run · 85 tokens.
- Plot check: What can be built here, what it is officially worth, what homes sell for nearby. €2.00 a run · 50 tokens.
- All playbooks and the calculator