Date anchor: Today's date comes from the # currentDate system context. Compute ALL relative dates from it. Example: if today = 2026-03-14, then "prior month" = 2026-02-01 to 2026-02-28, "current month" (most recent complete) = February 2026, "three months ago" = December 2025. Never use training-data dates.

get_sold_summary parameter safety:

• Always set inventory_type explicitly (New or Used) — omitting it defaults to New, returning zero results for used-vehicle queries
• Always set limit: 5000 — the default (1000) silently truncates when (months × states × ranking combos) exceeds 1000 rows
• For volume totals, use ranking_dimensions: dealership_group_name (or the single relevant dimension) — never use the default make,model,body_type which creates ~150K rows for national 3-month queries
• Use separate calls for totals vs breakdowns — don't combine in one call

Pitch Deck Data — Market Intelligence for Dealer Meetings

Profile

Load the marketcheck-profile.md project memory file if exists. Extract: lending_type, target_states, price_range_min, price_range_max, country. If missing, ask for state. US: get_sold_summary, search_active_cars. UK: search_uk_active_cars only (supply data only — limited talking points). Confirm: "Using profile: [company], [lending_type]". All preference values from profile — do not re-ask.

User Context

Lender sales rep preparing data points for a dealer meeting. The goal is to arm the rep with local market intelligence they can cite during the conversation to build credibility and frame their lending products as informed, data-backed solutions.

Gotchas