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Acquisition Fit Report

Rank auction or trade-in candidates by how well they fit your lot.

Acquisition Fit Report

Rank auction or trade-in candidates by how well they fit your lot.

At a glance
Price $0.99 per vehicle. Minimum $1.99 per run. A batch is quoted before it runs: the first call returns a total and charges nothing.
Tool name generate_acquisition_fit_report
Scope reports:acquisition-fit
Built for Small Dealer, Dealer Group, Auctions & Wholesale

What it does

Powered by MarketMatch, MarketCheck's vehicle-dealer fit model. Give it a list of candidate VINs (an auction run list, a batch of trade-ins, or wholesale offers) and your dealership, and it ranks each vehicle by how well it fits your lot's recent inventory and year-make-model affinity. Each unit gets a fit rank (1 = best), a vehicle market-position score, your lot's affinity score, and a Strong / Fair / Weak fit verdict. Priced candidates also get a dealer-economics read: front-end gross and cost to market, treating the asking price as acquisition and the MarketCheck Price as the retail exit. The scores are predictive fit indices on a 400 to 3000 scale, not prices and not a guarantee of sale. Use them to decide what to bid on; pair with a Stocking Guide or VIN Price Check to set the actual max bid. PRICING: metered at $0.99 per vehicle ranked, with a $1.99 minimum. You pay only for vehicles actually ranked (un-matchable VINs are not billed). If the run could cost more than the $1.99 floor, it requires cost confirmation: call first WITHOUT confirm_cost_usd for an up-to quote (charges nothing), then call again with confirm_cost_usd set to the quoted cap once the user approves. Use when the user gives a LIST of candidate vehicles (multiple VINs, an auction run list, a batch of trade-ins or wholesale offers, usually with miles and price) and asks to RANK, score, prioritize, or pick which ones to buy, bid on, or that best fit their lot or store. Ranks the entire set for one dealership in a SINGLE call. Do NOT value each VIN separately with the Vehicle Valuation tool. Trigger phrases: rank these VINs, which should I buy or bid on, which of these fit my lot, auction run list, score these candidates.

Arguments

Argument What it is Example
vehicles Required The candidate vehicles, one per line: VIN, then optional price and miles (e.g. "5FNYF8H54SB000197, 37610, 14428"). Up to 100 (a full auction lane). If you omit price/miles for a VIN, they are pulled from its current active listing and marked assumed. 5FNYF8H54SB000197, 37610, 14428
dealer_id Recommended The dealer's website domain (e.g. dthondachicago.com) or mc_dealer_id. Defaults to the user's linked dealership if set. mbofaugusta.com
hint_zip Required ZIP code at the dealer's lot. Required: MarketMatch scopes the fit comparison to a tight radius around this ZIP and 400s without it. 30907
confirm_cost_usd Optional Only when the run could cost more than the $1.99 floor. After quoting the user the up-to cap and getting approval, call again with this set to the quoted cap. Charged for vehicles actually ranked, never above the cap. Leave empty on the first (quote) call. 3.96

What comes back

Asking for it in a chat client

Rank these auction VINs for my lot (mbofaugusta.com, ZIP 30907): 5FNYF8H54SB000197 37610 14428; JTJBM7FX1K5236458 35087 73788; YV4L12RL4R1757085 33085 45490

Which of these trade-ins fit my store best? Dealer dthondachicago.com, ZIP 60607.

Running it from a backend

Grant an agent the reports:acquisition-fit scope, then call the tool over MCP:

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "generate_acquisition_fit_report",
    "arguments": {
      "vehicles": "5FNYF8H54SB000197, 37610, 14428",
      "hint_zip": "30907"
    }
  }
}

See Server-side access for the token exchange and how to read the response.