CASE STUDY 1: TWO BYRIDER DEALERSHIPS
18–19% to 31–33% lead-to-application conversion
Result context: Figures reflect internal operating data from the dealership locations and operating periods described.
The starting problem was not simply “we need more leads”
The dealerships were already generating opportunities. The bigger question was what happened after a customer raised a hand. At an 18–19% lead-to-app rate, more than four out of five leads never reached a completed application. That is where the hidden opportunity lived.
The leak often happens in small moments: the first response is slow, the message sounds generic, the customer does not immediately answer, the next attempt is late, a salesperson gets busy, a no-show is treated as dead, or a customer who needs one more step is never systematically revived.
The funnel math at realistic dealership lead volumes
| Monthly leads | Apps at 19% | Apps at 32% | Sales opportunities | Approx. extra deals at 20% app-to-sale |
|---|---|---|---|---|
| 50 | 10 | 16 | +6 | About 1 |
| 150 | 29 | 48 | +19 | About 4 |
| 500 | 95 | 160 | +65 | About 13 |
What actually changed in the BDC process
Fresh internet leads were contacted quickly enough to catch intent while the application was still top of mind.
The conversation was not just “still interested?” It explained why the dealership might be a fit and gave the customer a reason to continue.
Where applicable, customers were told they would have the opportunity to sit face to face with a decision maker and explain their situation instead of being reduced to a score and a generic rejection.
The BDC conversation reinforced bureau reporting, service support, warranty coverage, and the dealership process when those benefits were true and applicable.
Fresh leads, incomplete applicants, no-shows, canceled appointments, pathway customers, and aged leads were treated differently.
Older opportunities were not automatically considered dead simply because the first few attempts failed.
CASE STUDY 2: SMALL CASH LOT
9% to 21% appointment rate on 40–75 mostly organic monthly leads
This store is a small cash lot selling roughly 5–10 vehicles per month and generating approximately 40–75 leads per month, mostly organically through Facebook. The store also spends about $50 per month posting to Cars.com and reports receiving roughly five leads per month from that source.
The key economic reality is simple: because nearly every customer who actually reaches the dealership buys, the bottleneck is not closing. The bottleneck is getting more interested shoppers to commit to an appointment and physically arrive.
Increasing appointment rate from 9% to 21% more than doubled the share of incoming leads converting into an appointment. At this store, that is especially meaningful because the store reports an approximately 95% sale rate among shoppers who show in person.
What the cash-lot result proves that the Byrider result does not
The Byrider result shows that Ghost can improve application conversion in a special-finance process with credit challenges, documentation, approval steps, and a longer funnel. The cash-lot result shows that the same core operating principle can work in a much smaller environment where the primary conversion event is simply getting the shopper to the lot.
The mechanism is not “send more texts.” It is to understand what the dealership needs the customer to do next, then create the response speed, conversation, timing, follow-up, and recovery logic around that outcome.
THE OFFER BUILT FROM THESE RESULTS
The Ghost 37-Day Conversion Sprint
The historical Byrider result took approximately 45 days. Ghost's new flagship offer is structured to make the evaluation period simpler and faster:
Establish the baseline, learn the real dealership process, map lead statuses, build workflows, define assignments, timing rules, handoffs, and escalation logic.
Respond while intent is fresh, follow up when the sales team gets busy, and recover opportunities that would otherwise disappear.
Measure meaningful funnel movement. Ghost should earn the next month through results worth continuing, not activity for activity's sake.
Why these results matter
They do show that dealerships can create meaningful value by improving what happens after a lead raises a hand. They also show why BDC work should be measured by meaningful funnel outcomes, not simply texts sent or calls placed.
Both case studies show the same commercial principle: every opportunity needs a clear owner, a relevant next step, and consistent follow-up.
What dealership leaders should copy from this
- Measure the exact conversion event that matters at your dealership.
- Do not use the same campaign for a fresh lead, a no-show, and a 60-day-old application.
- Give the customer a dealership-specific reason to act now.
- Use appointment times as real choices, not vague “come by whenever” language.
- Reactivate old applicants based on what actually stopped the deal.
- Audit the process before simply buying more leads.
Want to know where your dealership is losing paid demand?
Start with the math, your actual process, and the statuses where buyers disappear.
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