Instrumenting the numbers nobody publishes for freight

Most verticals have a published number to argue with. Freight has three: a cost per lead, a customer acquisition cost, and a ratio, all from one publisher's client data. Everything else an operator would want to know — what a reply rate should look like, how long a decision takes, what a search click costs in this category — is simply not in the record. The instrumentation is therefore not preparation for the marketing work. It is the only way the marketing work can be judged at all.

Four of the five channel benchmarks a freight operator would want do not exist in any published dataset. The instrumentation is not preparation for the work; it is the work.

1. 01

   A missing benchmark is a reason to instrument, not a reason to estimate

   The freight marketing figures in general circulation come from vendor content with no disclosed dataset behind them. Repeating one because a client wants a comparison is how an invented number becomes a target.

2. 02

   Source attribution has to survive the quote process, not just the form

   A quote request that becomes a phone call and then a three-week email thread loses its origin unless the CRM record carries the source forward through every stage. In freight that journey is normal rather than exceptional, which is why the tag lives on the record and not on the form submission.

3. 03

   First-response time is the one number that is comparable to something

   Even with no external benchmark, first-response time is comparable across the operator's own lanes, reps and hours of the day. Internal comparability is worth more than an external figure that does not exist.

4. 04

   Win and loss both need a reason field with a closed list

   Free-text loss reasons cannot be counted, and 'price' written by twelve different people means twelve different things. A closed list of six reasons produces a report; an open field produces an anecdote.

Confirmed — the major cross-industry benchmark reports categorise into ~23 industries and **contain no logistics/freight/transport category** (LocaliQ 2026; WordStream 2026). The honest move is to instrument first-party data and label any borrowed figure (from "Industrial & Commercial") as a proxy.

Every quote request form writes to the CRM with a source and campaign tag attached to the record rather than to the submission. The record carries lane, mode, and the fields the operator actually prices on, so enquiries can be grouped the way the business thinks rather than the way the website is organised. A first-response clock starts at record creation and stops at first outbound contact, logged automatically rather than reported by the rep. Quote issued, award and loss are separate states, and both win and loss carry a reason from a closed list of six. The reporting workbook reads the CRM rather than a dashboard export, so the definitions cannot drift between what is measured and what is reported.

1. 1

   Week 1

   Field design

   Lane, mode and pricing fields agreed; closed list of win and loss reasons written

   Owner: OmniFlow + operator

2. 2

   Weeks 2–4

   Form and CRM wiring

   Forms writing to the CRM with source and campaign tags carried on the record

   Owner: OmniFlow

3. 3

   Weeks 3–5

   Response clock

   Automatic timing from record creation to first outbound contact

   Owner: OmniFlow

4. 4

   Week 6 onward

   Reporting

   Workbook reading the CRM directly; definitions documented alongside each figure

   Owner: OmniFlow

This entry makes no performance claim. It documents a measurement build and the condition that made it necessary: a vertical in which almost none of the benchmarks an operator would want to be compared against have ever been published.

These are the surfaces this engagement is run and measured from, shown with representative figures built around the benchmarks cited on this page. Every account we run reports into views like these, and you keep ownership of all of them.

The first version timed first response from form submission rather than from record creation, which quietly excluded every enquiry that arrived by phone and was entered afterwards — in freight, a large share of them. The clock now starts at record creation regardless of how the enquiry arrived, which made the early numbers worse and the reporting honest.

Real client work that shipped. No performance figures are published, because none have been verified and approved for release. See all our work