Split your lot inventory between two frame designs, give each a way to be individually tracked back to a lead, and run both for the same length of time before comparing results. Because a plate frame is passive branding rather than a clickable ad, the test setup has to build in its own tracking method — the frame itself won't report data on its own.
Why bother testing a plate frame design at all?
Because a frame design is usually chosen once and then reordered unchanged for years, a small test up front is cheap insurance against standardizing on a weaker option simply because it was the first one anyone liked. The cost of running a test is minimal compared to the cost of every future reorder using an unverified design.
What does an A/B test on plate frame designs actually measure?
It measures which of two designs generates more trackable response — inquiries, mentions, or attributed leads — over the same window and roughly the same vehicle mix. It does not measure raw visibility on its own; both designs are visible on a lot. The test is about which one prompts more action from the people who see it.
How do you pick what to test — text, color, or logo placement?
Test one variable at a time. Comparing a frame with your phone number in the bottom text against one without is a clean test. Comparing a completely different color, layout, and wording all at once tells you the two designs performed differently, but not which single change caused it. One concept per test, same as any other controlled comparison.
How do you split your lot inventory between design A and design B?
Order both designs in similar quantities and assign them as evenly as practical across vehicle types, price points, and lot locations, rather than putting one design only on your slowest-moving inventory. An uneven split — say, design A on your front-row featured cars and design B in the back lot — will skew results regardless of which design is actually better.
How long should you run the test?
Long enough to cover a normal sales cycle and avoid short-term noise — a single slow week or a single unusually busy weekend can distort a short test. Because Frontline Frames' standard lead time is 2–3 weeks from order confirmation, plan for both designs to be installed and in the field for a comparable stretch before you start comparing results.
What metric should you track as the result?
Pick one trackable proxy up front, since a plate frame itself can't be clicked or scanned like a digital ad. Common options: a unique phone extension or short vanity phrase printed on each design's bottom text, or simply asking "how did you hear about us" and logging which frame design the customer's trade-in or referral vehicle was wearing.
| Variable to test | Design A | Design B | Metric tracked |
|---|---|---|---|
| Bottom text | Phone number | Website URL | Calls vs. site visits attributed |
| Frame color | Black powder-coat | Polished chrome | Mentions in intake survey |
| Logo size | Standard | Enlarged | "How did you hear about us" responses |
How do you avoid variables that skew the test?
Keep everything else about the two groups of vehicles as similar as possible — same general price range, same lot placement pattern, same time period, same sales team incentives. If design A happens to sit on your best-selling model and design B on a slow mover, you're testing inventory demand, not frame design.
Randomizing which design goes on which vehicle, rather than assigning by row or by salesperson, is the simplest way to avoid an accidental pattern skewing the comparison.
Should you tell your sales team the test is running?
Yes — they're the ones who'll actually be logging which design a customer's vehicle was wearing, so they need to know both that the test exists and exactly how you want them to record it. A test that depends on manual logging only works if the people doing the logging understand why it matters.
Do you need special software to track this?
No. A shared spreadsheet where sales staff log which frame design a lead or trade-in vehicle was wearing, alongside your existing CRM lead-source field, is enough for a lot-level test. The tracking method matters more than the tool — pick one simple, consistent place to log the result and use it every time.
How many frames do you need for a valid test?
There's no fixed number that works for every dealership — a higher-volume lot generating more inquiries per week will reach a meaningful comparison faster than a lower-volume one. As a general rule, the more units in the test and the longer it runs, the more confidence you can have that the difference you're seeing is real rather than random noise.
What do you do with the losing design?
Phase it out at your normal reorder point rather than scrapping installed inventory — vehicles that already have the losing design don't need to be re-frame just because the test ended. Update your default design in the builder (or your subscription, if you're on one) so every future order uses the winner going forward.
What if the test result is close to a tie?
A near-tie is itself useful information — it usually means the variable you tested doesn't move the needle much, so pick based on secondary factors like cost, brand fit, or your own preference rather than forcing a decision from noise. Save a more decisive test for a variable more likely to actually matter, like adding a trackable phone number versus leaving one off entirely.
Can you test more than two designs at once?
Technically yes, but it multiplies both the tracking complexity and the time needed to get a clear result, since you're now splitting the same volume of leads across three or more groups instead of two. For a first test, stick to a straightforward A/B comparison; save a three-way test for once you have a tracking process that's already working.
How do you roll out the winner across every location?
Update the shared design in your account so every location's next order or subscription shipment uses the winning version, and communicate the decision to sales teams so they know which design is now standard. Treat it the same way you'd roll out any other brand update — one source of truth, applied on the next natural reorder cycle.
What's a simple example of a plate frame A/B test?
Order half your next batch with your phone number in the bottom text and half with your website URL, split evenly across vehicle types. Log which design each sold or serviced vehicle was wearing for eight to twelve weeks. Compare calls attributed to the phone-number group against site visits or mentions attributed to the URL group, then standardize on whichever drove more usable leads.
The test itself costs nothing beyond your normal frame order and a bit of discipline in how you log results — it's one of the few pieces of physical branding a dealership can actually measure with real data instead of a gut call.
Set up your next test design in the builder, and see the full ordering process on how it works.