#Why the totals never reconcile
The same shopper visits from a marketplace, clicks a paid ad, searches your name, and submits a form. Four systems each record a touch and each claims the customer, because each is measuring its own contribution in isolation.
Sum the vendor reports and you get more leads than humans. This is not usually dishonesty: it is that last-click attribution in four separate tools produces four separate last clicks.
The practical consequence: you cannot evaluate channels by comparing vendor reports to each other. They are not measuring the same thing, and none of them can see the others.
#Activity metrics versus leading indicators
Impressions, sessions, follower counts and rankings describe activity. They can all rise while the store sells nothing more, which is what makes them comfortable to report.
Leading indicators are narrower and less flattering: non-brand organic sessions to high-intent pages, branded search volume, form completions from pages that convert, service appointment bookings, and cost per acquired customer by channel.
The distinguishing question: if this number doubled, would the store sell more? For impressions the plain answer is often no. For non-brand inquiries on model and service pages it is usually yes.
#Splitting branded from non-branded
Branded search reflects demand created elsewhere: by the manufacturer, by your reputation, by tier-one advertising. Non-branded reflects demand you are newly capturing.
Reported together, a flat program with rising brand awareness looks like marketing success. Reported separately, you can see which lever moved.
This applies to both organic and paid. A paid account whose growth is entirely branded is largely buying traffic that would have arrived anyway, and that is worth knowing before renewing the budget.
#The number that matters most
Cost per acquired customer, by channel, over a window long enough to include the actual sales cycle. Not cost per lead, which rewards channels producing large volumes of cheap, unqualified inquiries.
This requires connecting marketing spend to the CRM, which is where most stores stop because the data is messy. It is worth pushing through: the ranking of your channels by cost per lead and by cost per acquired customer is frequently different, and sometimes reversed.
Be realistic about the window. Vehicle purchase cycles are long. Judging a channel on a 30-day window measures how quickly it produces inquiries rather than how well it produces customers.
#What a usable monthly report contains
One page. Non-brand organic sessions and inquiries, branded search volume, paid spend and non-brand paid conversions, service bookings, total acquired customers, and cost per acquired customer by channel. Ask directly.
Plus a change log: what was released, changed or broken this month, by whom. Without it you cannot separate market movement from things you did, and a year later nobody remembers why April dipped.
What it should not contain: rankings for hand-picked terms, impressions without context, and any metric where the vendor being evaluated is also the sole source of the number.
#Running the monthly review so it changes something
One hour, one page, same agenda. Whoever owns marketing presents the numbers; vendors do not present their own performance in that meeting. A vendor summarizing its own results is not reporting, it is advocating, and the distinction is worth protecting.
Start with the change log instead of the results. What did we do, release or break last month? Reading results without that context produces confident explanations for random variation, which is how programs end up chasing noise.
End with a decision. Every monthly review should produce at least one thing to stop, start or change, with a named owner. A review that concludes everything is fine and nothing changes is a status update, and status updates do not need an hour.
TABLE
Activity, leading indicator, or outcome
Vendors report from the left column because it always goes up. Hold them to the middle one.
| Metric | Class | What it tells you | Safe to judge a vendor on? |
|---|---|---|---|
| Impressions and reach | Activity | That something ran | No |
| Sessions, total | Activity | Mostly branded and returning visitors | No |
| Total leads | Activity | How many forms exist, plus duplicates | No |
| Non-branded organic sessions | Leading | Whether new people are finding you | Yes |
| Calls over 30 seconds | Leading | Real conversations, not misdials | Yes |
| Service appointments booked online | Leading | Fixed ops demand you captured | Yes |
| Sold units and RO count | Outcome | The result, lagging and multi-causal | As context, not as attribution |
Metrics only settle arguments when everyone agrees what is being counted, and that argument runs through most of the dealership marketing insights library.