Visibility is Liquidity

High-value inventory is on your lot—but not properly visible online. We document Digital Drift: placeholder media, broken listings, buried units, and other integrity failures that suppress buyer action.

Digital Drift is a hidden floorplan tax

When a $150k+ unit carries placeholder assets or breaks across inventory surfaces, you don’t just lose clicks—you lose velocity. Drift compounds quietly: units sit longer, buyers bounce faster, and the store bleeds margin through time.

View of an ancient stone cloister with arches and columns, sunlight casting shadows on the stone floor, and part of the clear blue sky visible through the open arch.

The Three Pillars of the Gemini Mandate

Inventory Integrity Forensics: dentify listings with broken/placeholder media, missing VDP assets, and visibility degradation.

Drift Mapping: Document where failures occur: pre-owned feeds, media workflows, sorting/filters, third-party mirrors.

Executive Reporting: Weekly reports with VIN last-4 + stock # + issue type—ready for internal teams/vendors to execute.

Our Objective

We are not a marketing agency. We are an independent inventory visibility verification function. We document what is broken and where—so your team can correct it fast.