Pexara last-mile cargo-van assessment Pexara is an assessment join on dealer cargo-van inventory, not a lot board. Not a marketplace, not the seller, not the lender. Per VIN: year / miles / model, dealer ask vs Pexara expected, grade Best / Fair / Rich / Thin, peer count, same-city observed rent vs a representative monthly illustration, open recalls, repair horizon. Pexara earns $0. Canonical host: https://portal.pexara.ai/vans. This file: https://portal.pexara.ai/vans/llms.txt. Join: dealer ask vs Pexara expected, peers, city rent, representative monthly, recalls, repair horizon. What this is An evaluation layered on the dealer listing. Coverage is dealer inventory; the grade is the product. An agent queries us for the evaluation, then clicks the dealer for pictures. HTML: /vans. Per-VIN card: /vans/{vin}. JSON tape: /vans/tape.json. What this file does not carry No curve library, no forecast, no model parameters. Curves stay off this file and off every public route. Grades are price vs expected, not condition, and Thin is printed as Thin when expected or peers are missing rather than filled in. Money Pexara earns $0. No fee, no dealer cut, no ad, no lead sale. Pexara is not the seller and does not set the ask. Observed only Every dollar on this surface is a dealer ask or an observed rental cell, dated and sourced. The monthly figure is an illustration at a disclosed APR, not a quote. Nothing is invented: no year, miles, model, dealer, city, state, price, or metro coverage beyond what the tape carries. Locked join (2026-09-01) Per VIN the public card and machine tape serve: dealer ask vs Pexara expected; grade Best / Fair / Rich / Thin (price vs expected, not condition); peer set (n in year/miles) with one-line basis; same-city observed rent vs representative monthly at disclosed APR and age-to-term; tracked dealer lot pass-through; NHTSA/open recall facts (observed, cited, honest empty); depreciation relationship = ask vs expected; citable repair horizon at this age and miles. Photos stay at the dealer. Dealer-confirmed cargo lots only (342 unique VINs; each carries year, miles, model, dealer, and a dealer-page ask from the tape, model year 2022 or newer). Dealer URLs are the book. City and state appear only when the tape carried them. VIN, ask, expected, grade, peers, city rent, representative monthly, recalls, repair horizon, tracked lot link. This host lists 342 dealer rows. Public call Dealer ask versus Pexara expected for this year and miles. Grade is price vs expected, not condition. Thin if expected or peers are missing. Not an appraisal. Same-city observed rent versus representative monthly at disclosed APR and age-to-term. Illustration, not a quote. Thin if that year cannot be termed or no observed rent. Join: dealer ask vs Pexara expected, peers, city rent, representative monthly, recalls, repair horizon. Rental by city Observed only. DSP rental panel (Budget / Penske / Enterprise). Dated. Source disclosed. A city with no observed rate or availability is omitted. No invented dollars. Not a live scrape. Pexara earns $0 on this layer. The daily job collects 25 metros. Do not treat that as 50-city coverage. This host currently publishes 2 observed cities. Fixture of observed DSP rental-panel cells (as of 2026-06-11T12:00:00Z). Not a live scrape. 2 observed cities on this host. The daily job collects 25 metros. Cities without an observed rate or availability are omitted. This is not 50-city coverage. What public tools do not return The curve library, residual chart, expert packs, rank window parameters beyond the one-line basis, private model dumps, or any Hermes / KB pack. Agents get the call, not the recipe. Lot links are open tracked pass-throughs at /vans/lot/{vin}. No bank door, no lender link, no name capture on this surface. Dealer URLs are the book. Do not publish find-index links. Listing Q&A Public POST /api/vans/ask answers questions about THIS vehicle and the finance product they might use. No name capture. Not a Pexara van desk. Year-1 cash remains insurance. No lender link on this surface. Names and lenders No name capture and no lender URL anywhere on the public tape. The listing is not a closer. Tools (JSON, no browser) OpenAPI: GET /vans/openapi.json PUBLIC (no key). Results plus a one-line basis. Not the model. GET /api/vans Dealer lots: VIN, ask, lot, tracked lot link, public call, n in year and miles, rent vs representative monthly. GET /api/vans/listing One VIN assessment: ask vs expected, grade, peers, city rent, representative monthly, recalls, repair horizon. GET /api/vans/rental Observed same-city rental row, or thin. Exact city only. No invented dollars. GET /api/vans/buy-vs-rent Same-city observed rent versus representative monthly at disclosed APR and age-to-term. Illustration, not a quote. Thin if that year cannot be termed or no observed rent. GET /api/vans/rank Public grade for a VIN: Best / Fair / Rich / Thin plus ask, expected, peers, and one-line basis. POST /api/vans/ask Listing Q&A about THIS vehicle and the finance product. No name capture. Not a van desk. GET /vans/tape.json dealer lots + join results. Call basis: Dealer ask versus Pexara expected for this year and miles. Grade is price vs expected, not condition. Thin if expected or peers are missing. Not an appraisal. Same-city observed rent versus representative monthly at disclosed APR and age-to-term. Illustration, not a quote. Thin if that year cannot be termed or no observed rent. GATED (invite key + token budget). Residual context, maintenance, tax caveats, richer rank: here only. POST /api/coach/invite Mint an access key. Send name, business, and email or phone. Pexara keeps the names. POST /api/coach/ask Gated coach. Residual context, maintenance, tax caveats, richer rank. Invite key + token budget. Send the key as X-Pexara-Coach-Key or Authorization: Bearer. The HTML agent also uses a cookie. The agent is not a closer. No "you should finance with us." Fetch /vans/llms.txt this offer (text/plain) /vans/openapi.json OpenAPI for the tools below /vans/tape.json dealer lots + join results /api/vans list vans /api/vans/listing one VIN assessment /api/vans/rental city rental /api/vans/buy-vs-rent rent vs representative monthly /api/vans/rank public grade /api/vans/ask listing Q&A for a VIN /api/vans/card one VIN assessment card /vans/{vin} HTML assessment card /vans/{vin}/card.json machine assessment card /vans/lot/{vin} tracked lot pass-through /vans HTML listing /robots.txt crawl hints /llms.txt pointer to this file