Auction House PluginMediumCommand

/daily-briefing

Morning operations scan — consignment leads, price drop alerts, and demand pulse in under 5 minutes

$/daily-briefing
Medium
Complexity
3
API Calls
$0.003 – $0.005
MC API Cost
$0.03 – $0.06
Total Cost

Purpose

Auction operations move fast — a dealer dropping prices on aged inventory today is a consignment opportunity this week. A morning scan of the primary DMA for new aged inventory appearing on lots, active price drops (dealers under pressure), and the current demand pulse gives consignment reps and sales execs their top 3 actions for the day before the first call is made.

/daily-briefing scans for three signals each morning: DOM > 75 vehicles appearing in the market (new wholesale-ready inventory), active price drops on dealer listings (motivation signal), and the top 5 demand segments from prior month velocity. Output is formatted as a structured briefing with three specific actions.

Audience:Consignment repsAuction sales executivesLane managers

Arguments

How It Works

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

01
Profile Load

Reads profile for target_dmas, state, vehicle_segments, and fee structure.

02
Consignment Leads

Calls search_active_cars for primary DMA sorted by DOM descending, rows=15. Focuses on DOM > 75 as new wholesale-ready signal.

03
Price Drop Alerts

Calls search_active_cars with price_change=negative sorted by DOM for dealers cutting prices — strongest wholesale motivation signal.

04
Demand Pulse

Calls get_sold_summary by body_type for the state, top 5 segments by sold_count.

MCP Tool Calls

ToolCallsPurpose
search_active_cars2Aged inventory scan, price drop alerts
get_sold_summary1Demand pulse by segment

Example Output

DAILY AUCTION BRIEFING — March 19, 2026
════════════════════════════════════════
DMA: Texas | Southwest Auto Auction

CONSIGNMENT LEADS (DOM > 75 — wholesale-ready)
  YMMT                               DOM   Price    Dealer                City
  ─────────────────────────────────  ────  ───────  ──────────────────────  ─────────
  2021 Chevrolet Bolt EUV LT         127   $18,900  Westside Auto Center    Houston
  2020 Chrysler Pacifica Limited     118   $24,100  Budget Auto Group       Dallas
  2019 Jeep Compass Latitude         112   $16,800  Rio Grande Motors       El Paso
  2021 Ford Escape SE                 97   $19,200  Gulf Coast Pre-Owned    Corpus
  2022 Nissan Murano SL               94   $27,400  Premier Auto Group      Dallas

PRICE DROP ALERTS (dealers cutting prices — motivation signal)
  YMMT                               Was      Now      Drop%   Dealer                DOM
  ────────────────────────────────── ───────  ───────  ──────  ──────────────────────  ────
  2021 GMC Sierra 1500 AT4           $41,200  $38,900  -5.6%   Lone Star Pre-Owned   87 days
  2020 Toyota Highlander XLE         $29,900  $28,400  -5.0%   Texas Premier Cars    76 days
  2022 Hyundai Santa Fe SEL          $28,100  $26,800  -4.6%   Capital City Motors   69 days

DEMAND PULSE (Texas, Top 5 Segments)
  1. SUV      61,800 sold/month  — HOT
  2. Pickup   44,200 sold/month  — HOT
  3. Sedan    38,400 sold/month  — WARM
  4. Luxury   12,100 sold/month  — WARM
  5. EV       11,200 sold/month  — GROWING

TOP 3 ACTIONS TODAY
  1. Call Westside Auto Center — Bolt at 127 DOM, fast depreciating EV, consign urgently
  2. Follow up Lone Star Pre-Owned — $2,300 price drop on Sierra, dealer ready to wholesale
  3. Pitch next sale: lead with "SUV and Pickup demand is HOT in Texas"

Cost Estimate

TierMedium
API Calls3
MC API — best$0.003
MC API — worst$0.005
Claude — best$0.02
Claude — worst$0.05
Total range$0.03$0.06

22 briefings/month ≈ $0.70–$1.30

Limitations

  • Scopes to primary DMA state from profile.
  • Price drop detection depends on price_change parameter availability — only surfaces vehicles with recorded price reductions.
  • Designed as a 5-minute morning habit; use consignment-sourcer or dealer-targeting for deeper analysis.
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