Market Quick Look

Local inventory mix, average prices, days on market, recent price drops.

This is the technical reference. For the price, a rendered sample and answers to common questions, see the Market Quick Look product page.

Local inventory mix, average prices, days on market, recent price drops.

At a glance


Price	$1.49 per run.
Tool name	`generate_market_quick_look`
Scope	`reports:local-market-snapshot`
Built for	Market Researcher

What it does

Inventory mix, average price, days on market (active vs recently off-market), recent price drops nearby, and demand-to-supply ratio for a local area. Optionally narrowed by body segment, make, model, year range, or price tier. Use when the user asks about a local market by GEOGRAPHY (a ZIP and radius / region): supply, pricing, days-on-market, and where sellers are cutting price. For a specific make/model national market or brand health, use Brand & Model Market Pulse.

Arguments

Argument		What it is	Example
`zip`	Required	US ZIP code (5 digits) anchoring the analysis.	`60601`
`radius_miles`	Optional	Search radius in miles (default 25, max 100).	`25`
`segment`	Recommended	Body segment filter: SUV, Sedan, Pickup, Coupe, Hatchback, Minivan, Convertible, Wagon, EV. Narrows the analysis.	`SUV`
`make`	Optional	Vehicle make filter (e.g. Toyota). Narrows to a single brand.	`Toyota`
`model`	Optional	Vehicle model filter (e.g. RAV4). Narrows to a single nameplate. Use with make.	`RAV4`
`year_range`	Optional	Year range like "2018-2023". Narrows to a specific era.	`2018-2023`
`price_range`	Optional	Price band like "15000-30000". Narrows to a budget tier.	`15000-30000`

What comes back

Inventory mix by segment
Average price by segment
Days on market (active vs off-market)
Recent price drops nearby
Demand to supply ratio

Asking for it in a chat client

Give me a snapshot of the SUV market around ZIP 60601, 25 mile radius.

What's the used Toyota market doing in 60601?

Running it from a backend

Grant an agent the reports:local-market-snapshot scope, then call the tool over MCP:

{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "generate_market_quick_look",
    "arguments": {
      "zip": "60601"
    }
  }
}

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