Dealership Group PluginCompoundSkillv0.12.3

Weekly Dealer Review

Weekly tactical performance review across all group locations

weekly reviewweekly performance reporthow did we do this weekweek in reviewweekly group reportweekly summary
Compound
Complexity
12–20
API Calls
$0.018 – $0.06
MC API Cost
$0.17 – $0.46
Total Cost

Purpose

Weekly reviews at multi-location groups often become fragmented — each GSM reports their own numbers with no unified view of where the group gained or lost ground relative to the market.

Weekly Dealer Review compiles a week-over-week performance analysis across all locations: market share movement, inventory turn rate, pricing effectiveness, and velocity by segment — then surfaces the two or three tactical moves that will have the most impact in the coming week.

Audience:Dealer group operatorsRegional directorsDealer principalsGroup GMs

How It Works

Execution flow. MCP tool calls are shown inline on each step.

01
Group Profile Load

Load all locations and preferences. Compute current and prior week date ranges from currentDate context.

↔ Parallel Execution

02
Sold Performanceget_sold_summary

Pull sold summary for current and prior week per location's market to calculate WoW volume change and market share movement.

03
Inventory & Pricing Reviewsearch_active_cars

Scan active comps per market to assess pricing effectiveness, stale inventory accumulation, and supply trend direction.

04
Tactical Summary

Compile WoW performance table per location, highlight wins and risks, and produce a ranked action list for the coming week.

MCP Tool Calls

ToolCallsPurpose
get_sold_summary2 per locationCurrent and prior week sold performance
search_active_cars1 per locationPricing and inventory scan

Example Output

WEEKLY DEALER REVIEW — Sunrise Auto Group | Week of March 10–16, 2026
═══════════════════════════════════════════════════════════════════════

                WoW Volume   Market Share   Avg DOM   Stale Units   Pricing
Orlando North   +4.2%        +15 bps        28 days   2             On-market
Orlando South   -2.1%        -8 bps         33 days   5             2 units high
Tampa West      +7.8%        +22 bps        24 days   1             On-market

WINS:    Tampa West outperforming — compact SUV buying paid off.
RISKS:   Orlando South stale inventory up 25% WoW. Pricing discipline needed.

NEXT WEEK PRIORITIES:
  1. Clear Orlando South stale units before they cross 75-DOM threshold.
  2. Replicate Tampa West compact SUV buying playbook at Orlando North.

Cost Estimate

TierCompound
API Calls12–20
MC API — best$0.018
MC API — worst$0.06
Claude — best$0.15
Claude — worst$0.40
Total range$0.17$0.46

4 weekly reviews/month ≈ $1–2

Limitations

  • Week-over-week comparison requires sufficient sold volume in each market — thin data markets may show noisy swings.
  • Does not pull DMS data — gross profit and F&I are not included.
  • Compound tier means higher latency; expect 60–90 seconds for large groups.
  • US market only.
Dealership Group Plugin
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