Admin — Data Quality

Data-inputting stats and service-history completeness across live stock. Source: AutoGrid master_report (status = In Stock, n = 1,925) joined to the vehicle table by VRM. Snapshot 19 Jul 2026.

Live
Stock records
1,925
Vehicles currently In Stock
Overall completeness
89.9%
Avg across 13 tracked fields
Worst field
66.8%
Date pictures taken — 639 blank
Service history coverage
90.9%
175 cars with no stamps recorded
Field completeness · In-Stock master report

Field completeness Live

Green ≥ 95% · Amber 85–95% · Red < 85%. "Missing" = NULL, blank, or zero where zero is not a valid value.
FieldMissingCompleteCoverage

Two columns look dead rather than incomplete: service_history_count in master_report is 0 on all 1,925 rows (the real counts live in the vehicle table — the sync into the report appears broken), and date_on_site is blank on 1,910 of 1,925 rows, so it is effectively not in use. Both are excluded from the overall average.

Service history — the founder's question

"What's service history like on all the cars, are they missing?"

Service history is captured in AutoGrid — on the vehicle table (service_count, latest_service_history_date, latest_service_history_mileage), not in the master report. Matching In-Stock cars by VRM:

Cars with ≥1 service stamp1,750 / 1,92590.9%
Cars with a latest-service date1,810 / 1,92594.0%
Cars with no history at all1759.1%
Avg stamps when recorded4.0

So: not missing wholesale, but 175 stock cars carry zero recorded history — worth a targeted chase before they hit the adverts. The master-report mirror of this field is broken (see left).

Data input leaderboard Soon

Coming soon — per-inputter throughput & error rates

Will rank the data-inputting team on records completed per day, blanks left behind, and time from collection to fully-inputted. Needs the inputter identity feed from AutoGrid task logs.

Why this page matters: clean data feeds every other module — buying margins, prep timing, advert quality and the P&L all read from these same fields. Admin is the foundation department.

Car Planet Group Operating Portal · Admin module · Queries run read-only against PROD AutoGrid MySQL · 19 Jul 2026