valuation▌

Resolve any business name, URL, city, or trade into Operator's full public Brain profile: 0-100 brain score with component breakdown, market rank, review sentiment from Google/Yelp/Meta, services + privacy-protected contact, top 3 competitors with scores, AI narrative, USD valuation range (vertical-multiple comparables), per-business MCP endpoint, and canonical /biz/{slug}/ URL. Read-only.

Look up a vehicle's Kelley Blue Book market values (Trade-In, Private Party, Typical Listing Price, Fair Purchase Price) plus original MSRP, 5-Year Cost to Own breakdown, and resolved trim specs, given year/make/model/trim or a full KBB URL plus mileage, ZIP, and condition. Read-only — never engages the Instant Cash Offer or dealer-lead funnels.

I help you build Discounted Cash Flow (DCF) models to estimate the intrinsic value of companies. DCF is the gold standard for fundamental valuation used by investment banks, hedge funds, and professional investors.