Dealer PluginCompoundSkillv0.1.0

Weekly Dealer Review

Full inventory pricing scan + stocking hot list + market demand snapshot every Monday

weekly reviewweekly inventory scanweekly stocking checkfull lot pricing scanhot list this weekwhat should I stock this week
Compound
Complexity
30-100+
API Calls
$0.030 – $0.400
MC API Cost
$0.23 – $1.20
Total Cost

Purpose

Weekly Dealer Review prices every unit on the lot against the market, generates a stocking hot list for auction buying, and provides a market demand snapshot — all in one run using parallel sub-agents. The lot-scanner and market-demand-agent run simultaneously, then the lot-pricer prices the complete inventory once the lot-scanner returns.

The result is a three-section tactical report: a full lot competitive scan table sorted by most overpriced first (with dollar gap and recommended action for each unit), a top-10 stocking hot list with max auction buy prices, and a market demand snapshot showing which models and body types are absorbing fastest in the dealer's state.

Audience:Used car managersDealer ownersInventory buyersGeneral managers

How It Works

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

↔ Parallel Execution

01a
Lot Scanner (Agent)

Spawn lot-scanner agent to pull complete inventory sorted by DOM descending, paginating through ALL results. Returns VIN, YMMT, price, mileage, and DOM for every unit.

01b
Market Demand Agentget_sold_summary

Simultaneously spawn market-demand-agent to generate stocking hot list and demand snapshot for the dealer's state. Runs sections: hot_list, demand_snapshot.

02
Lot Pricer (Agent)predict_price_with_comparables

After lot-scanner returns: spawn lot-pricer agent to price ALL vehicles — no cap. Each gets predicted market price, gap %, position (above/at/below), and recommended action.

03
Assemble Report

Merge lot-pricer output (full lot scan), market-demand-agent output (hot list + demand snapshot). Synthesize TOP 5 ACTIONS ranked by dollar impact.

MCP Tool Calls

ToolCallsPurpose
get_sold_summary4-6Hot list demand data: turn rates, sold counts, D/S ratios for the prior month
predict_price_with_comparables1 per vehicleMarket price prediction for every unit on the lot via lot-pricer agent
search_active_cars1 per vehicleActive comp data for each unit priced by lot-pricer

Example Output

WEEKLY DEALER REVIEW — Week of March 17, 2026
Dallas Toyota | 87 used units scanned
════════════════════════════════════════════════════

SECTION 1 — FULL LOT COMPETITIVE SCAN
VIN        Vehicle                    DOM  Your Price  Mkt Price  Gap%    Action
...4521    2021 Chevrolet Malibu       94   $18,900    $16,100    +17.4%   Reduce $2,800
...9912    2020 Hyundai Elantra        72   $16,200    $14,800    +9.5%    Reduce $1,400
...3319    2019 Ford Fusion            71   $14,200    $14,700    -3.4%    Below mkt
...7832    2020 Nissan Altima          78   $17,500    $16,850    +3.9%    Reduce $650
[... 83 more units ...]

SUMMARY: 12 above market | 58 at market | 17 below market
  Overpricing gap total: $18,400 across 12 units

SECTION 2 — STOCKING HOT LIST (Prior Month, Texas)
Rank  Make/Model          Avg DOM  Mo. Sold  Supply  D/S   Max Bid   On Lot?
  1   Toyota Tacoma        22d     847       312     2.71  $30,370   0 units ← BUY
  2   Honda CR-V           26d     1,204     521     2.31  $24,100   2 units
  3   Ford F-150           24d     2,108     943     2.24  $28,900   4 units
  4   Chevrolet Equinox    28d     763       398     1.92  $19,800   1 unit  ← BUY

SECTION 3 — MARKET DEMAND SNAPSHOT
  Top selling models this month: F-150, RAV4, CR-V, Silverado, Equinox
  SUV demand: 33% of market (D/S 1.81) | Sedan: 19% (D/S 1.11)

TOP 5 ACTIONS THIS WEEK
  1. Reduce Malibu $2,800 — saves $3,290 floor plan, frees capital
  2. Reduce Elantra $1,400 — at 72 DOM, buyer window closing fast
  3. Raise 3 underpriced units — estimated $1,800 additional margin
  4. Acquire Tacoma this week — D/S 2.71, 0 on lot
  5. Consider Equinox at auction — D/S 1.92, only 1 on lot

Cost Estimate

TierCompound
API Calls30-100+
MC API — best$0.030
MC API — worst$0.400
Claude — best$0.20
Claude — worst$0.80
Total range$0.23$1.20

4 weekly runs/month ≈ $0.92 – $4.80/month

Limitations

  • Requires dealer_id in profile — lot-scanner cannot pull inventory without it.
  • Lot-pricer is US-only. UK dealers receive inline comp-median pricing, which is slower and less accurate.
  • Cost scales with lot size — a 200-unit used inventory will cost significantly more than a 50-unit lot.
  • Market demand and hot list sections are US-only. UK dealers receive competitive scan only.
  • Run time is 5-10 minutes for large inventories due to lot-pricer processing each vehicle.
Dealer Plugin
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