Adform Inventory Availability Forecast

Adform inventory availability forecast

Projects forward supply two ways: across an advertiser's PMP deals using recent traffic as a baseline, and across open-auction inventory filtered by geo and format. Read-only.

Connection & tooling

Runs on the Adform GraphQL MCP. Use graphql_execute to run queries. Use graphql_search to look up field names. Keep calls sequential (~1–2s apart).

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Deal availability (PMP)

Step 1 — Find the advertiser's deals

{
  buyerDealListItems(
    pagination: { offset: 0, limit: 50 }
  ) {
    buyerDeals {
      id dealId name type price currencyCode status startDate endDate
      inventorySource { id name }
      healthIndications { status }
    }
    totalCount
  }
}

Step 2 — Past traffic baseline per deal

{
  inventoryMarketplaceDealPastTraffic(
    deals: [{ inventoryId: 42, dealId: "12345" }]
  ) {
    dealId
    trafficCounts { cookies requests }
  }
}

Project forward: use mean daily requests from the last 30 days as a baseline for the forecast horizon. State this is an extrapolation from observed supply.

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Open-auction sizing

Step 1 — Browse available inventory sources

{
  inventoryMarketplaceListItems(
    pagination: { offset: 0, limit: 100 }
  ) {
    inventorySources { id name adExchange { id name } channels environments }
    hasMoreItems totalCount
  }
}

Step 2 — Past traffic for identified inventory sources

{
  inventoryMarketplaceInventoryPastTraffic(inventoryIds: [42, 55]) {
    inventoryId
    trafficCounts { cookies requests }
  }
}

Resolve geo IDs for filtering using adform-geo-reference.

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Presenting

Deals: table with deal name, status, floor price, baseline daily requests, and projected 30-day available impressions. Open auction: table by inventory source with addressable cookies and requests. Lead with the headline total and the largest sources. State that projections extrapolate recent supply and are not guarantees.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: adform
• Source: adform/agentic-skills
• License: MIT
• Homepage: https://site.adform.com

Install and usage instructions live in the source repository linked above.