Dealer Group Health Monitor
Operational health and investment signals for publicly traded dealer groups
Purpose
For dealer group executives benchmarking against public peers, and for equity analysts tracking automotive retail stocks, the standard data sources — quarterly earnings, syndicated reports — are always 30–90 days stale. Operational signals embedded in live transaction data often surface trend inflections weeks before they appear in financial filings.
Dealer Group Health Monitor analyzes sold volume, average transaction price, and days-on-market trends for publicly traded dealer groups (AN, LAD, PAG, SAH, GPI, ABG, KMX, CVNA) to produce a real-time operational health read and relative ranking.
How It Works
Execution flow. MCP tool calls are shown inline on each step.
Map ticker or group name to the MarketCheck dealership_group_name. Confirm entity before pulling data.
↔ Parallel Execution
get_sold_summaryPull get_sold_summary ranked by dealership_group_name for the current month — extract target group's sold_count, avg_sale_price, avg_days_on_market.
get_sold_summaryPull same summary for prior month to calculate MoM changes for the target group.
Produce operational health scorecard with MoM trends, ranking within public peer cohort, and investment signal notes.
MCP Tool Calls
| Tool | Calls | Purpose |
|---|---|---|
get_sold_summary | 2 | Current and prior month cohort data |
Example Output
DEALER GROUP HEALTH MONITOR | February 2026 ═══════════════════════════════════════════ Target: AutoNation (AN) Feb 2026 Jan 2026 MoM Change Sold Volume 18,421 17,840 +3.3% ↑ Avg Sale Price $33,800 $33,400 +1.2% ↑ Avg DOM 32 days 34 days -5.9% ↑ (improving) PUBLIC PEER RANKING (Feb 2026): 1. AutoNation (AN) 18,421 units 2. Lithia (LAD) 16,204 units 3. Group 1 (GPI) 9,812 units 4. Penske (PAG) 8,441 units HEALTH SIGNAL: Volume and pricing both up MoM. DOM improving. Operational indicators: POSITIVE. No deterioration signals detected.
Cost Estimate
20 health checks/month ≈ $1–2
Limitations
- Volume and pricing metrics are derived from sold transaction data — not financial reporting, which includes service, F&I, and parts revenue.
- Dealership group name matching is exact-match dependent — franchise variations may cause undercount.
- This is operational signal data, not investment advice.
- US market only.