A useful recon-time number has a written start, a written stop, and step-level detail behind it. This page is the measurement and diagnosis guide; the separate speed-up guide covers process changes.
Illustrative diagnostic example, not a benchmark. Use your store's own consistently measured clock and segment definitions.
On this site, total recon time means acquisition or ownership to frontline-ready; frontline-ready means recon is complete and the unit is photographed, priced, and merchandised/ready to list; in-process cycle time means the first recon or intake step to frontline-ready; and time in step means time spent in one stage. Dealers often use "recon cycle time" loosely, so define the clock before you compare it. The first useful goal is concrete: know total days, current step age, and blocker for every active unit.
A dated 2018 industry KPI benchmark cited 3-day mechanical/cosmetic recon for top performers. That is a dated in-process reference, not a current target. For total holding cost, a NADA-hosted presentation gives a $36.20/day domestic-dealer example, and a separate NADA-hosted presentation gives a $35–$85/day planning range. These are speaker-provided figures, not NADA-authored guidance.
A car sitting in recon ties up cash you already spent, stays invisible online while it could be selling, and hides work that gets more expensive the later you find it. The cost is not one line item — it shows up as holding cost, missed turns, aging, and discount pressure, one of the biggest hidden drags on used-car gross profit.
To manage it, you need three facts about every active unit — not at month end, but this morning:
How long the car has been sitting in its current step — the number that finds the bottleneck.
What is actually stopping the car from moving: a decision, a part, a vendor, a bay.
The vehicle type, acquisition source, work required, and vendor path needed for a fair comparison.
Total recon time tells you the car was slow. Step-by-step measurement tells you why — and it turns a vague total into the recon KPIs worth tracking. A car waiting on approval is a different problem than a car buried at detail or a unit waiting for a vendor response.
The total cannot tell you whether the time sits in approval, parts, mechanical, detail, photos, or before work starts. Time in step turns that question into something the store can measure instead of assume.
Use more than the average: compare median, 75th percentile, and 90th percentile time so a small group of long-running units does not disappear inside one mean. Then inspect the same percentiles by segment and step.
Use completed-unit timestamps and consistent segments. Active-unit snapshots can explain current queues, but they should not be mixed into completed-cycle calculations.
| Metric | What it tells you | Diagnostic question |
|---|---|---|
| Oldest unit in recon | Whether a long-tail unit is distorting the mean. | How far is it from the median and 90th percentile? |
| Oldest unit by step | Whether one stage contains the largest elapsed-time tail. | Does the same step stay longest across comparable segments? |
| Approval age | How much elapsed time is recorded between estimate and decision. | Is approval time concentrated by source, amount, or day of week? |
| Photo/listing delay | How much time passes between recon completion and the full frontline-ready stop. | Are photos, pricing, or merchandising timestamps creating the tail? |
EasyRecon can provide the measuring record, but the store still interprets the result. A step like detail can look slow until the team segments heavy cosmetic jobs from light cleanups. Diagnosis comes from consistent timestamps, comparable units, and enough completed cycles.
Once the slow step and affected segment are supported by data, use the separate speed-up guide for interventions.
If your store only tracks total days, you are still guessing at the slow step — and if any of the labels below feel fuzzy, the plain-English recon glossary defines each one. Use step timestamps and blocker codes to test where elapsed time accumulates.
Speakers at a NADA-hosted presentation shared a $35–$85 per vehicle per day planning range for total holding cost. It is speaker-provided context, not NADA-authored guidance, your store's number, or a component range. The calculator is for planning, not a promised return.
This page stops at measurement and diagnosis. Once the timestamps show where time accumulates, use how to speed up reconditioning for intervention options and operating routines.
Dealers often use recon cycle time for two clocks. Total recon time runs from acquisition or ownership to frontline-ready. In-process cycle time runs from the first recon or intake step to frontline-ready. Frontline-ready means recon is complete and the unit is photographed, priced, and merchandised/ready to list. Label the clock before comparing it.
A useful cycle-time target starts with a clearly defined clock and the dealer's own consistently measured baseline. A dated 2018 industry benchmark cited a 3-day top-performer mechanical/cosmetic KPI, but it is not a current target. Segment your baseline and inspect time in each step before comparing results.
Record acquisition, step-entry, step-exit, and frontline-ready timestamps with the same clock on every unit. Then segment completed units by vehicle type, source, work required, and vendor path. Compare median and percentile time in each step to find where elapsed time accumulates.
Every extra day ties up cash, delays photos and sales, and adds holding cost. Use the holding-cost calculator to estimate what one less day could be worth at your store.
Capture each unit's clock start, step-entry and step-exit timestamps, current blocker, segment fields, and frontline-ready timestamp. That creates an auditable record for measuring total time, in-process time, and time in step.
EasyRecon records each unit's stage, age, blocker, and status history on one board. Its reports help a dealer measure total time and time in step with a consistent data trail; the store decides what interventions follow the diagnosis.
Dated overall examples and guidance for setting a store baseline.
Read the guideThe handful of numbers that predict a fast line.
Read the guidePut a dollar figure on each extra day. Ungated.
Run the numbersHow lost days turn into lost margin.
Read the guideGiving every stuck car a single owner.
Read the guideRun the morning standup in ten minutes.
Get the agendaEasyRecon doesn't turn the wrench — it's the measuring stick. It shows every active recon car, current step, age, blocker, and next owner on one board, so you can see where the days actually go. That gives the morning recon meeting a real list instead of another round of guessing.
Once your inventory feed is connected, new units land on the board on their own — no re-typing inventory into a spreadsheet.
Configured team members and vendors can text EasyRecon AI for supported step updates or lookups, so those actions do not require living inside the app.
Set up, rename, and reorder your recon steps yourself — self-serve admin, no support ticket.
Step changes and age data provide the record needed to compare total time and time in step.
Month-to-month. No long-term contract. One scoreboard for recon: where time accumulates, which segment it affects, and what the data supports.