What should shippers look for in freight RFP software?

Vendor independence, verifiable third-party benchmark data, genuine award optimization rather than sorting, free carrier participation, lane detail shown to carriers, fast mini-bid execution, performance data feeding the award, and integration with your existing TMS rather than a replacement.

Do carriers have to pay to bid in an RFP platform?

It depends on the platform. Some charge carriers to participate, which narrows your carrier pool. On GoodShip, carriers and brokers participate at no cost and GoodShip handles their onboarding as part of implementation.

How can you tell whether award optimization is real?

Ask how it is computed and expect the vendor to name the method rather than saying AI. Then ask which constraints are supported, including carrier concentration limits, incumbency protection, required asset mix, and minimum service thresholds. Ask to see two scenarios compared side by side on cost and service, since that comparison is the thing you will actually use.

Does freight RFP software replace a TMS?

No. A TMS plans, tenders, tracks, and settles shipments. RFP software decides which carriers get which lanes at what rates, using data the TMS produces. Treat a required replatform as a reason to keep looking.

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November 4, 2026

How to Choose Freight RFP Software: A Shipper's Checklist

Sergei Egorov

Director of Growth Marketing at GoodShip

Choose freight RFP software on four questions: who owns the platform and whether they also sell capacity, where the benchmark data comes from, how the award is actually optimized, and whether carriers pay to bid. Those four separate the market faster than any feature comparison.

The checklist

1. Who owns the platform?

Some RFP platforms are owned by a party that also sells capacity into the market you are bidding. Ask how the vendor makes money and whether the platform ever takes a position in the freight it advises you on. A neutral platform has no stake in which carrier wins a lane.

2. Where does the benchmark data come from?

Ask for named third-party sources you can verify independently rather than a proprietary index you cannot check.

GoodShip benchmarks against third-party market rate sources and against your own contracted rates, so a rate position can be checked outside the platform and defended in a carrier negotiation.

Also ask what the platform compares against besides market. In GoodShip, the budget comparison is derived from your contracted rates weighted by committed volume rather than from a separately loaded finance budget. More on this in Can Freight Procurement Software Benchmark Rates?

3. How is the award optimized?

Sorting bids by price is not optimization. Awarding a network means solving across thousands of lane and carrier combinations under volume, incumbency, and service constraints at the same time.

Ask how the optimization is computed and expect a specific answer: which solver runs the model, which constraints it supports, and how the result is presented for review. A vendor who answers "AI" without naming the method is describing a feature rather than a capability, and that output is going into an award you sign for the year.

Ask which constraints are supported. GoodShip's AI Scenario Builder controls for cost, service thresholds, and incumbency, and runs side-by-side award scenarios.

4. Do carriers pay to bid?

Some platforms charge carriers to participate in bid events, which narrows your carrier pool to those willing to pay and shifts a cost onto your partners.

On GoodShip, carriers and brokers participate at no cost, and GoodShip manages carrier onboarding and support as part of implementation rather than leaving the shipper to run a separate enablement effort.

5. What do carriers actually see?

Carriers price uncertainty into their bids. A vague bid package comes back expensive, or it comes back cheap and gets rejected later.

Ask what lane detail the platform shows carriers. In GoodShip's carrier portal, carriers see lane-specific detail including lead time, seasonality, and average pickup and drop-off days, drawn from your historical network data.

6. Does it support mini-bids, not just the annual event?

Ask how long a forty-lane mini-bid takes from setup to award. If the answer is measured in weeks, you will keep correcting bad awards once a year instead of when they break. See What Is a Freight Mini-Bid? for how the two fit together.

7. Does performance data flow into the award?

Ask whether carrier history is available inside bid analysis, and whether the platform tracks acceptance and service against awards after the event closes.

8. What does implementation actually require?

Ask how long until the first useful answer, and how much of your team's time it takes. GoodShip reports full implementation in as little as four weeks, typically requiring one to two hours per week from a single IT resource, connecting to your existing TMS and ERP rather than replacing them.

KBX Logistics on running freight procurement with GoodShip

How to evaluate without a pilot

Bring a decision you already understand, ideally an award you got wrong, and ask each vendor to walk through how the platform would have caught it. Then click into any recommendation they show and check whether it traces back to specific loads, rates, and carriers.

Ask for a reference customer running that same decision weekly. A structured demo plus a real reference answers most of this without standing up a proof of concept.

Frequently asked questions