The Lies Your Pricing Tools Tell You
Your pricing tool is essential — for acquisition, appraisals, wholesale decisions, and understanding where you sit in the market. But it has a blind spot. The market percentile score it gives you has nothing to do with the badge a shopper sees on Autotrader, CarGurus, Cars.com, or Carfax. Those badges are calculated inside each vendor's platform— siloed, with no API access for outside tools. So, your tool says you're priced right. But the shopper sees an unfavorable badge. And the car sits.
Lot Metrics™ fills that blind spot. We access the actual badge data from all four platforms — whatever combination you have — and align your pricing to what shoppers actually see. Daily updates. Strategic timing for weekends. You approve the strategy once. We execute it.
Get Your Free Used Action Report
THE BLIND SPOT
Your Tool Says You're Priced Right. The Shopper Sees Something Else.
Your pricing tool is doing its job. It helps you acquire, appraise, and wholesale with confidence. But it has a blind spot it can't fix: the market percentile score it gives you has nothing to do with the badge a shopper sees on any platform. The actual deal badges — Great Deal, Good Deal, Fair Price — are calculated inside each vendor's dealer account. They're siloed. There's no API. No outside tool can see them. Not even yours.
What Your Pricing Tool Sees
  • A market percentile score
  • An estimate of where you sit in the broader market
  • The same number across all platforms
  • No useful badge data. Ever.
What Lot Metrics™ Sees
  • Your actual badge on Autotrader
  • Your actual badge on CarGurus
  • Your actual badge on Cars.com
  • Your actual badge on Carfax
  • Updated daily. Aligned to your approved strategy.
The gap between those two columns is where inventory goes to sit.
PROVEN RESULTS
Consistency Compounds. Here's the Proof.
Weekly pricing updates, content refreshes, and description changes send freshness signals to platforms like Autotrader, CarGurus, Cars.com, and Carfax — boosting search rankings and visibility far more than sporadic changes or isolated badge fixes alone. Over time, this creates a virtuous cycle: better search positioning → more unique shoppers → higher engagement → elevated Sale Probability Scores → faster turns, stronger closing ratios, and better gross from the same inventory.
  • Used inventory Sale Probability Score on Autotrader/KBB: 9–10 → 17 (over ~10 weeks)
  • Used inventory unique VDP visitors: ~80–140 → 220–280+ per day
  • Dealership website SPS: 10 → 16, with visitor peaks of 250–300+
  • New inventory SPS on Autotrader/KBB: 10 → 16, VDP visitors up to 220–280+ by week 10
  • Each weekly update compounded the last — search standing, shopper flow, and SPS all moved together
  • Real-world impact: faster sales velocity, improved closing ratios, and stronger gross potential
Study period: December 2025 – February 2026.
More shoppers. Better badges. Higher Sale Probability Scores. Same inventory. Just kept it fresh — every day.

https://analysis.lotmetrics.com/

Lot Metrics Strategy Case Study

Read the Independent AI Analysis of Lot Metrics Pricing Strategies

FREE REPORT
See the Badges Your Pricing Tool Can't See—Free
Your pricing tool shows you a market percentile score. We show you what the shopper actually sees. Our free audit pulls your real badge data across Autotrader, CarGurus, Cars.com, and Carfax—and shows you exactly which units are misaligned, and by how much. Same-day turnaround. We'll walk you through it on a call. This is a sample of the Used Action Report, available as a standalone service for $500/month.

https://report.lotmetrics.com/

Sample Used Action Report

Once you see this, you will understand what's missing.

Pricing
Simple, Transparent Pricing
Setup
$0 — No onboarding fees. No integration costs. No annual contracts.
STANDALONE REPORT
Lot Metrics™ Used Action Reports
$500/month — Your actual badge data across Autotrader, CarGurus, Cars.com, and Carfax. We manually download source files from each vendor's secured dealer portal, build the report, and deliver it by email. No API. No automation. Just accurate, actionable data showing exactly which units are misaligned and what it's costing you in shopper visibility. Each report is built to your specifications — with filters for price thresholds, days to start/stop, SPS range, adjustable floor based on Cost or MMR wholesale, exclusions, and more.
CORE SERVICE
Lot Metrics™ Used Price Updates
Starting at $695/month — Utilizes the Used Action Reports for badge alignment updates across Autotrader, CarGurus, Cars.com, and Carfax — whatever combination you have. Weekly strategic pricing timed to maximize weekend traffic and ensure inventory never goes stale. We handle the strategy, timing, and execution — you approve the approach once and watch inventory move.
This is the service our case study results are based on.
STRATEGIC CONSULTING
Strategic Consulting
Regain confidence in your digital operations. We find the marketing waste, fix technical issues with your website and inventory data, and resolve SEO problems. We measure success by lowering the Cost Per Sale. Most dealers run this alongside Lot Metrics™—we improve your foundation while executing weekly pricing updates.
About
Veteran Owned & Operated
Lot Metrics™ is a Product of Vigilant Consulting, LLC
25+ years of dealership-level digital operations — merchandising, compliance, tech stack optimization. Proud Associate Member of the North Carolina Automobile Dealers Association (NCADA). We've worked the desk. Managed inventory. Fought with vendors at 9 PM on a Friday. Lot Metrics™ is a no-compromise, hands-on, family-run service. We manually download source files from each vendor's secured dealer portal, build every report ourselves, and deliver it directly. No API shortcuts. No automation gaps. Just accurate data and consistent execution — the kind no software platform currently offers. We use AI to measure and confirm the results of our strategies.
Simple, consistent pricing updates make vehicles easier to find online, increase shopper engagement, raise Sale Probability Scores, and help more cars sell—especially older inventory.
No fluff. No jargon. No discovery calls that burn your Tuesday morning. You've got units to move and weekends to win.
Lot Metrics™ is a service of Vigilant Consulting, LLC
Call: 844-844-4511