Results · Stated Honestly

No proven dealer results yet.

LouieAuto doesn't yet have enough real, closed-deal volume from dealers to measure approval-rate, PVR or time-savings impact. Numbers this page showed before came from the original pilot store's data mixed with simulated outcomes, so they're withdrawn. Below is what exists today, what we don't claim, and how real numbers will be produced.

What exists today

These are product behaviors you can check in a live walkthrough on your own exported data, not outcome claims.

Lender routing

Learns from your deals

A nightly job reweights lender rankings from your store's own funded and declined deals. Simulated outcomes are excluded from those weights.

Data in

CSV / Excel import

Deals, inventory and customers come from the reports your DMS already exports. There is no live two-way DMS connection today.

Price

$24,995 one-time

Per rooftop, 3 seats included. No subscription.

The part most vendors hide

What we do not claim — yet

Integrity is the product. Here is exactly what we are not putting a number on until it is backed, and why.

No routing-lift or approval-rate figure. Earlier versions of this page showed an approval edge across 13,202 "lender decisions" and a "+$628 PVR" correlation. Those rows came from the original pilot store's history mixed with simulated outcomes, so they don't show what LouieAuto does for a dealer. Withdrawn.
No headline AI-accuracy %. Our ai_outcomes table mixes real-signal rows with seeded demo rows (some seed modules sit at an implausible 99.6%). Until live and seed rows are separated, we will not publish a single calibration number.
"Stip time 47→9 minutes" is retired here. No production table currently carries a stip resolution-time column to substantiate it, so it does not appear as a proven claim on this page.
Inventory-score → days-to-sell is not yet usable. louie_score_outcomes has a single row. We are accumulating real outcomes before we feature it.

The named customer is coming

External reference pilot — in progress In progress

Next validation event

An independent dealer, named publicly, on a 90-day controlled study.

There are no measured dealer results on this page yet. The first will come from a third-party dealer who puts their real name behind the numbers. That pilot is being set up now: a controlled before/after at a single independent store, the dealer's metrics captured directly, results published under the dealer's own name with their written approval. This placeholder will be replaced by the named case study when the study completes — not before, and never with a fabricated stand-in.

Reference dealer

Pilot — in progress

Named publicly only with the dealer's written consent. No placeholder logo, no invented store.

Study design

90-day pre/post

Single store, controlled before/after, dealer's own DMS figures captured directly.

What converts the claim

Named + consented

A quote we are allowed to print and metrics the dealer signs off on turns "observational" into "referenced."

Are you a dealer who wants to be the one If you run an independent store and want your results — under your own name — to be the reference everyone else reads, that conversation starts here. We will capture the baseline before we change anything, and you approve every word before it goes public.

brian@louieauto.com →

See the brain make these calls live.

Open the demo and route a deal yourself — judge the engine on what it does, not on a number we can't back yet.

Join the Waitlist → Watch the closed loop

Know an operator who'd want the receipts? Send them the methodology.