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Marketing attribution for Auto Repair Shops

Which channels produced paid repair orders?

Match closed repair orders and their revenue to the calls and campaigns that produced them.

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Auto Repair Shops workspace FY2026 Sample data
Repair orders traced to a channel

$203,000 58% of $350,000 paid

  • Google Ads $101,500 · 29%
  • Local service ads $77,000 · 22%
  • Meta Ads $24,500 · 7%
  • Direct / Unknown $147,000 · 42%
Direct / Unknown is shown, never shared out across the channels above.
Google Ads · LeadFY2026 14 · (•••) •••-0134
Closed sale · FY2026 27$492
Matched · high confidence

The blind spot

What's actually happening

A shop's marketing is judged on calls booked, but an oil change and a transmission rebuild are the same call and a hundredfold different in revenue.

What you get

Built for Auto Repair Shops.

Repair revenue, not form fills

Rank channels by the repair revenue they produced, so one major repair outweighs a page of oil-change inquiries.

Long consideration, credited properly

Someone who asked for a quote in March and booked the repair in June still credits March's campaign.

Numbers the owner will accept

Only exact matches count automatically; anything weaker is flagged for review rather than assumed.

A worked example

The number you can take into a budget meeting.

Not impressions, not leads, not cost per click. Closed revenue, by the channel that produced it, for a period you choose — with the portion we could not trace shown rather than quietly shared out across your paid channels.

Total revenue$350,000paid repair orders
Attributed to a channel$203,00058% of revenue
Average deal$492per paid sale
Match rate58%of sales matched
ChannelSalesRevenueShare%
Google Ads203$101,50029%
Local service ads142$77,00022%
Meta Ads61$24,5007%
Direct / Unknown289$147,00042%
01

Ticket size varies more than call volume ever will

Two channels can produce identical call counts at identical cost while one fills the bays with $60 oil changes and the other with $2,400 engine work. Cost-per-call rates them the same.

Ranking on repair-order revenue separates them immediately, and it is normally the difference between a channel that pays for itself and one that does not.

02

The second visit is where the money is

A first-time customer who returns twice a year for four years is worth many times the first ticket, and no click-based tool credits the original campaign for visit seven.

Because the match is on the customer, every later order credits the channel that produced them — which usually reorders the ranking entirely.

03

Declined work is the pipeline the shop never reports

Every multi-point inspection produces a list of recommendations the customer declines that day. Brakes at four millimeters, a weeping water pump, tires that will not pass next year. Some of that work comes back through the door in three months and some of it never does, and when it returns it is booked as a fresh repair order with no memory of where the customer originally came from. It is the largest identified pipeline in the shop and almost no advertising report has ever counted a dollar of it.

Matching on the customer solves the memory problem without anybody building a report to do it. A repair order raised in November for work declined in August credits the channel that produced that customer, because it is the same phone number in the same file. What that changes is the apparent payback on the channels that bring genuinely new customers rather than repeat ones, which tend to be the expensive channels everyone is nervous about. Judged on the first ticket they look poor; judged across the customer they frequently do not.

It is worth exporting a full year for exactly this reason. A month of repair orders shows you first visits and nothing else; twelve months shows the shape of the relationship, including the customers who came once and were never seen again. The same two files answer how often a second visit happens by source, without any extra work, and in a trade where the second visit is the whole margin story that is the more useful of the two numbers on the page.

04

A booked appointment is not a car on the lift

Shops schedule work and then lose it. The customer does not turn up, the estimate is declined at the counter, the part is on back order and the job is rebooked into a week that never arrives. The appointment book and the closed repair orders disagree by a meaningful margin in every shop, and it is not the same margin for every source of work. A campaign that fills the diary and a campaign that fills the bays can be two different campaigns, and only one of them pays for the building.

This is why the revenue file has to be closed, invoiced repair orders rather than appointments. The appointment list is still worth having — use it as the lead file and the report shows what a booking from each channel turns into — but the money side must be work that was done and paid for. Anything else is a forecast, and a forecast ranked as though it were revenue is precisely how a budget ends up funding the wrong half of the phone.

The gap itself is a finding. If one source produces appointments that convert to invoiced work at half the rate of another, that is a targeting or an expectation problem rather than a pricing one, and it shows up as soon as the appointment book is the lead file. A shop advertising a headline price for one specific service may find the gap sits exactly there: the promotion fills the diary with people who booked the promotion, declined everything else, and left.

05

Customer pay, warranty and internal are not one number

A repair order's pay type changes both what it is worth to the business and what marketing had to do with it. Customer-pay work is retail revenue produced, at least partly, by whatever brought that person through the door. Extended-warranty and third-party administrator work arrives with a claim attached and a rate you did not set. Internal work is the shop billing itself. Averaged together they produce a figure that flatters the month and describes nothing, and they are averaged together constantly, because the export defaults to everything.

A pay-type column mapped as Product / service shows customer-pay, warranty and internal revenue as separate lines, with how much of each traces to a channel. To rank channels on retail work alone, export only customer-pay work; the ranking always covers everything in the file. The two are answers to genuinely different questions: the first tells you what the advertising produced, the second how busy the shop was. Confusing them is common and expensive, because a quarter that looks strong on total revenue can be one in which retail demand fell and warranty volume happened to cover the hole.

The same column is what makes a commercial account visible. A handful of local businesses running vans through the shop can be a large share of revenue at a rate nothing like retail, and if one of those accounts originally arrived through a campaign then that campaign has earned the credit. If it arrived through a relationship, it belongs in Direct / Unknown with everything else the advertising did not produce. Either answer is useful to have; a blended average of both is not.

Why it matters

What changes when you can prove it.

You stop defending the budget and start growing it

"We generated 400 leads" invites an argument. "This channel closed $186,400 last quarter, here is the reconciliation" ends one. The teams that can show closed revenue by channel are the teams that get the next increase approved, because they are asking with evidence rather than with conviction.

You can cut the wrong channel without a fight

Killing spend is politically harder than adding it, because someone always owns the channel being cut. A number that reconciles to the sales export takes the argument out of the room — you are not overruling a colleague's judgment, you are reading the same ledger they are.

Your reporting survives the finance review

Platform-reported conversions do not reconcile to revenue, and eventually someone in finance notices. Reporting built from your own closed-sales export starts from the number finance already trusts, which is why it holds up when it is checked.

You answer in an afternoon, not a quarter

Because this reconciles exports rather than tracking visitors, it works on months that have already closed. You are not instrumenting now to learn something in ninety days — you can answer for last quarter today, which is usually when the question is being asked.

Honest answers

The pushback we hear from Auto Repair Shops.

They say

Most of our work is walk-in and repeat.

We say

Which is what the Direct / Unknown bucket is honest about. What the report changes is the part you do pay for.

They say

Our shop management system is old.

We say

If it exports repair orders to CSV, that is enough. Any column layout works.

They say

We don't have time for setup.

We say

Two exports and a mapping you confirm once. Nothing is installed on your website and no numbers are bought.

Pricing

Flat monthly pricing. No per-call fees.

The price here is the price on the invoice, plus any sales tax that applies — no per-call, per-minute or per-form fees. Starter usually fits independent repair shops and service centers — one workspace, one seat, and everything that makes the number defensible from the first plan.

Starter

A single business getting started

$9/mo

billed monthly

  • 1 workspace · 1 seat
  • 100 sales records / month
  • 6-month saved history
  • Phone + email matching with confidence tiers
  • Assisted column mapping
  • CSV export

Questions

Questions we get about Auto Repair Shops.

Anything else? Talk to us — a person answers, usually the same day.

Closed repair orders: a customer email or phone, the total, and a date.

Where your sales already are

What to export, by system.

All systems

Square

Export your Square transactions, upload the inquiries beside them, and find out which marketing produced the people who walked in.

What to export

Shopmonkey

Export repair orders from Shopmonkey, upload the leads behind them, and rank marketing on the customer rather than the ticket.

What to export

CasePeer

Export resolved cases from CasePeer, upload the leads behind them, and rank marketing on fee revenue rather than on signed retainers.

What to export

Birdeye

Export Birdeye conversations as your lead file, match them against closed revenue, and find out what the widget and the listings are worth.

What to export

Tekmetric

Export repair orders from Tekmetric, upload the leads behind them, and rank channels on approved work rather than on cars through the door.

What to export

Podium

Export your conversations, match them against closed sales, and find out what texting actually produced.

What to export

Yelp

Capture Yelp calls and requests as leads, match them against closed sales, and separate what the ads added from what the listing would have brought anyway.

What to export

AutoLeap

Export invoices from AutoLeap, upload the leads behind them, and separate the customers marketing won from the ones your reminders brought back.

What to export

Shop-Ware

Export repair orders from Shop-Ware, upload the leads behind them, and rank channels on gross profit — shop by shop.

What to export

Thryv

Export customers and paid invoices from Thryv, match them on the customer, and see what each source produced in money you received.

What to export

Start today

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