// recovered transmission · m-01-warm-echo-8cd5
M-01 / transmission
logged 2026-05-28 · input: (see artifact)
// SURFACE READ you sell tractors, implements, parts, and used iron through one storefront and auction listings. you juggle walk-in buyers, phone calls, listing photos, price checks, and back-and-forth on condition. AI-readiness: 6/10 // WIRE-IN POINTS 1. listing intake and draft copy — a model turns inspection notes, dealer specs, and phone scraps into clean tractorhouse.com copy, title text, and bullet points — the unsexy data it eats: serial number, hours, make, model, year, attachments, defect notes, and photos. 2. lead triage and reply drafting — an agent sorts inbound emails, voicemails, and site leads by urgency, then drafts exact replies for price, availability, and shipping questions — the unsexy data it eats: inbox threads, call transcripts, contact info, inventory status, and price sheets. 3. used-equipment pricing desk — a model compares your past sales, current inventory age, and live auction comps to suggest floor price and retail ask — the unsexy data it eats: sale history, days-on-lot, bid logs, commission notes, and comp listings. 4. parts and service quote prep — an assistant pulls part numbers, fitment, and order history into quote drafts for common requests — the unsexy data it eats: parts catalog, customer machine models, previous invoices, and supplier SKU files. // DO NOT AUTOMATE 1. face-to-face deal closing — do not put a bot between you and a buyer standing on the lot; that kills trust fast. 2. condition judgment on used iron — do not let a model declare a machine “good” or “field ready”; bad grading is how you eat returns and reputation loss. 3. final pricing exceptions — do not let software override your gut on a dusty unit, a hot local demand spike, or a trade-in that smells wrong. // THE 30-DAY MOVE wire in a single listing copilot using chatgpt plus a shared google form, owned by the person who posts inventory. make every used unit go through one intake form that spits out a draft tractorhouse.com listing, a reply template, and a task list. track time-to-post, listing completeness, and lead response time. use one shared sheet as the control tower. no fancy crm yet. what to delete: duplicate listing drafts, handwritten spec sheets getting retyped, and the daily “what’s posted?” status meeting. // THE LIE THEY'RE TELLING THEMSELVES *we’re too small and too busy to systemize, so the paper trail can wait.*
this is a fragment of what cb+coop does at scale. the prototype is the marketing. the artifact is the proof.