FreighAI
FreighAI · Playground article
Playground · Checklist article

Why is an enterprise logo irrelevant to a forty-person forwarder?

Question D1 of the twelve. A wall of logos is the cheapest slide in the deck and the one that tells a forty-person forwarder the least about what will happen in their own office.

This article goes deeper than the sheet: what a logo actually proves, what your own size means in freight rather than in headcount, the questions to put to the peer, and how to write the call down.

The short answer

Because the logo belongs to a different business with a different problem. A forwarder your own size, in your market, ran the same enquiries with the same number of people and no integration team. Ask for the phone call, not the case study, and ask what went wrong in month two.

What does an enterprise logo actually prove?

That a large company bought something. It is real evidence, and it is evidence about them.

Think about what sat behind that deployment. A project manager whose whole job was the rollout. An in-house team who built the connection to their own system. A contract with a pilot phase inside it. Contracted rates on most lanes, so the software had something to price from on day one.

Now picture the firm asking the question. Forty people. Nine of them quote. Enquiries arrive as email, WhatsApp and a photograph of a rate sheet. Half the lanes are priced from an agent's reply rather than a contract. The person who would run the rollout also runs pricing, operations and the bank.

The two firms bought the same words on the same website. They did not buy the same thing.

Public rules already say this out loud in other markets. The United States Federal Acquisition Regulation, which governs how the American government buys, requires that an evaluation of past performance consider “the currency and relevance of the information, source of the information, context of the data, and general trends in contractor's performance”. Relevance sits in the same sentence as currency. A reference that is not comparable is not disqualifying, it is simply not evidence about you.

Advertising rules make the related point from the other side. The United States Federal Trade Commission's endorsement guidance says that where an advertiser cannot show that an endorser's experience represents what people will generally achieve, the advertisement must make the generally expected results clear. A case study built on a firm ten times your size is that situation, and nobody puts the disclosure on the slide.

D1, from the ask to the decision
    1. 01You ask in writingSame wording to every shortlisted vendor.
    2. 02They offer a nameOr a logo, a case study, or silence.
    3. 03You set the deadlineOne week, and say what happens if it slips.
    4. 04The call happensTwenty minutes, no vendor on the line.
    1. 05You ask the leaving questionHas anyone stopped using it, and can I speak to them.
    2. 06You write it downThree lines, their words, the same day.
    3. GATEYou decideAgainst a rule you set before the call.
The reference is not a favour the vendor does you at the end. It is a step with a deadline in it, and most of it happens in your own business.

What does “your own size” actually mean in freight?

Headcount is the shorthand. It is not the thing that decides whether their experience transfers.

The European Commission's SME definition draws its lines at fewer than ten staff, fewer than fifty and fewer than two hundred and fifty. A forty-person forwarder is a small enterprise on that scale and a rounding error on an enterprise reference. That is a useful sanity check, and it is still only one of six things that have to match before a reference tells you anything.

Six ways a reference is or is not comparable to you.
  1. How many people quote
    Why it changes the answer
    Nine people quoting is a different problem from ninety. Below about ten, one person's habits are the process.
  2. Where the rates come from
    Why it changes the answer
    Contracted rates on most lanes, or an agent email for every price. The biggest single difference in what quoting software can do for you.
  3. Enquiries a day, and how they arrive
    Why it changes the answer
    Thirty by email is a different job from three hundred through a portal. WhatsApp and photographs change it again.
  4. Service lines and trade lanes
    Why it changes the answer
    Air and ocean LCL price differently. A cross-trade firm out of your market has your problem. A domestic road firm does not.
  5. What they run today
    Why it changes the answer
    Spreadsheets, a legacy system, or a modern one. It decides how much of their year went on data rather than quoting.
  6. Who did the work
    Why it changes the answer
    An in-house team, or the owner at weekends. A reference with a project manager cannot tell you about your Saturday.

You will not get all six. Three is a good reference and four is rare. What you are avoiding is the one that matches on none and is offered as though it matches on all.

Recommendation

Send the six as a short written brief when you ask, in the same words to every vendor. “A forwarder of thirty to sixty people, quoting mainly from agent rates, in India or the Gulf.” A vendor who has one produces it in a week. A vendor who does not will tell you a different kind of story, and you learn something either way.

What do you ask on the call?

You have about twenty minutes with somebody doing you a favour. Spend it on the year, not on the demo.

The reference has already seen the product work. So have you. What they have that you cannot buy is a year of ordinary weeks with it.

  • 01How long from signing to the first quote that went to a real customer. Not the first login.
  • 02What went wrong in month two. Everybody has a month two. If they say nothing did, ask about month six.
  • 03How many hours of your own people did it actually take, and in which weeks.
  • 04What did you have to clean up before it was useful. Rate cards, port names, customer lists.
  • 05What does your pricing desk do now that it did not do a year ago. Their answer to C3, from the other side.
  • 06What do you still do outside it, and does that annoy you.
  • 07If you were starting again, what would you do differently.
  • 08Would you buy it again at the price you are paying. Wait for the pause.

Then one more, and it is the one the checklist keeps in reserve as the dodge follow-up: has anyone stopped using this, and could I speak to them. Ask it of the vendor, not of the reference. A vendor who names a firm that left, and says why, has told you more about themselves than any reference call will.

Two rules for the call itself. No vendor on the line, in any form, including a recording. And ask for the reference's own numbers rather than the vendor's: enquiries a week before and after, in their words, however rough.

What are the four traps in what you are offered?

None of the four is dishonest. All four leave you with less than you think.

Trap one. The hand-picked champion

Every vendor has one customer who loves them, usually the earliest, often on a discount. That call is pleasant and worthless on its own. The fix is not to refuse it. Ask for a second name after you have taken the first, and notice how long the second takes to arrive.

Trap two. The logo that is really a pilot

A famous name on the slide can be one office, one lane, three people and a trial that ended in March. Ask three questions of any logo: which office, how many people use it today, and since when. A vendor who cannot answer those about their own showcase account is telling you something.

Trap three. Confidentiality as a wall

“Our clients prefer to stay confidential” is sometimes true and always testable. Ask them to go and ask one. A vendor with happy customers your size comes back in a week with a name and a time. A vendor without them comes back with another case study.

Trap four. The reference who is not only a customer

Ask directly whether the reference is an investor, a reseller, a partner or a paid advisor. It is a normal question and the answer is usually no. When it is yes the call is still worth having. You read it as a partner's view rather than a peer's view of their own year.

Reading what you were offered
Start here

What did the vendor offer when you asked for a reference your own size?

PATH 01A named firm, comparable, within a weekThree of the six match

The strongest evidence on the sheet. Take the call, then ask for a second name.

PATH 02A name, but nothing like youEnterprise, or another market

Take it anyway and read it as a product demonstration. Then ask what the smallest firm running this looks like.

PATH 03Logos, or confidentialityNo name offered

Not fatal on its own. Fold it into D3 and ask how many forwarders are live on the product today.

Three things a vendor can offer when you ask D1, and what each is evidence of. None of the three is automatically a rejection.

How do you write the call down as a decision?

Three lines, the same day, in the reference's own words. You will remember whether you liked them and none of the substance.

Three lines per vendor, and question D1 is answered for good.
  1. How comparable
    What goes in it
    Which of the six matched. Write the number and the misses, because the misses are what you will argue about later.
  2. The month two answer
    What goes in it
    What went wrong, in their words, and what it cost them. A blank here means you did not push.
  3. Would they buy it again
    What goes in it
    Yes, no, or the pause. Write down the pause. It is data.
Recommendation

Set the rule before the call. A workable one: the vendor passes D1 if the reference matched on at least three of the six, described a real month two, and answered the buy-again question without needing the reason explained to them.

Then use it. D1 is one of two questions on the sheet that is easy to verify and hard to fake, and both are wasted if you take the offer and never make the call. A named introduction you did not follow up is worth exactly as much as the logo wall.

What if the vendor is too young to have a reference your size?

Then say so, and change what you accept. Do not change the standard.

A company with six live forwarders cannot produce a comparable reference for every kind of buyer. Insisting anyway turns a good question into a rule that says buy from the largest supplier.

The same procurement rule that demands relevance says what to do about it: an offeror without a record of relevant past performance “may not be evaluated favorably or unfavorably on past performance”. Neutral, not disqualified. That is the right posture for a young vendor, and it puts the weight back on the questions that need no customer base: A1, A3 and D2.

What to accept instead, in order of usefulness: a firm your size in a different market, a firm in your market at twice your size, a trial that ended without a sale where the vendor will tell you why, or the vendor's own operations run on their own product. What not to accept from anybody is a logo offered as though it answered the question.

And for completeness, since the checklist is meant to be used on us too, here is our own answer in the form this page asks for. Infinity Logistics quoted 70% more shipments with the same five-person team, comparing Q4 2024 with Q4 2025. That is one firm, one market and a five-person pricing desk. If it is close enough to your shape to matter, the right response is not to believe it. It is to ask us for the phone call.

Questions

Common questions

01

Is it reasonable to ask for a reference before a trial rather than after?

Yes, and earlier is better. A reference call costs twenty minutes and can end an evaluation that would have cost you a quarter. Ask in the first or second meeting, in writing, when you send the rest of the twelve.

02

The vendor offered a reference in my market but four times my size. Take it?

Take it, and read it for what it is. Ask that firm what their smallest office does, and ask the vendor what the smallest firm running the product looks like. Two partial references from different directions beat one perfect one you never get.

03

What if the reference is clearly reading from a script?

Change the question shape. Scripts survive general questions and fall apart on specific ones. Ask what happened in the second week of a named month, or what they cleaned up before the product was useful. Both are hard to prepare and easy to give if true.

04

How many references is enough?

Two, from different kinds of firm, beats one that matches you perfectly. If a vendor can only ever produce the same name, that is the finding, and it belongs in your notes on D3 rather than in your notes on D1.

READY WHEN YOU ARE

Make the call before you sign anything

Twenty minutes with a forwarder your own size will tell you more than a quarter of demonstrations. Ask for the name in writing, put a week on it, and ask what went wrong in month two. Then ask us for the same.