A freight vendor directory grows over time. You add vendors as you discover them, as they approach you, or as different lanes require different specialists. Six months in, you might have 20 vendors. A year in, 40. After two years, you have a diverse roster — and no easy way to remember which ones are actually good on the route you need right now.
Most shippers default to the same 3 or 4 vendors they trust from memory, leaving the rest of the directory unused. This means less competition, less price pressure, and no performance comparison data on the newer additions.
Logwo's smart vendor matching is designed to solve this without requiring manual tracking on your part.
How vendor matching works
When you start a new RFQ, Logwo analyses four signals from your historical data to rank your vendor directory for that specific shipment:
Response rate on similar lanes. Which vendors consistently respond to RFQs that match this freight mode, origin region, and destination region? Vendors who regularly ignore similar lanes are ranked lower.
Win rate. Of the quotes each vendor has submitted on comparable shipments, what percentage did you actually accept? A vendor who quotes well and wins your business is weighted higher.
On-time delivery record. Using shipment tracking data, Logwo tracks which vendors' accepted quotes result in on-time deliveries versus delays. A forwarder with a history of ETA slippage on similar lanes is flagged.
Cargo type match. Some vendors specialise. A forwarder who excels at hazmat sea freight may not have the strongest network for express courier. Logwo maps your vendors' declared capabilities against the cargo type in your new RFQ.
The top 3 vendors by composite score appear at the top of the vendor selection list with a "Recommended" label. The rest of the list is still available — recommendations are a starting point, not a filter.
What this looks like in practice
You create an RFQ: FCL sea freight, Shanghai to Rotterdam, 2 × 20ft containers, general cargo.
Logwo surfaces three vendors at the top of the selection list:
- Vendor A: 94% response rate on this lane type, 67% win rate, 3.2 days avg transit variance — Recommended
- Vendor B: 88% response, 58% win rate, 1.8 days avg transit variance — Recommended
- Vendor C: New vendor, insufficient data — Available
You still control who gets invited. You might invite all three recommended vendors plus two others you want to benchmark. The AI removes the cognitive work of scanning a 40-vendor list and remembering who was good on China–Europe last quarter.
What the system needs to work
Vendor matching improves with data. For a new Logwo account or a new vendor, the system has limited history to draw on. In those cases, Logwo surfaces vendors based on capability declarations and freight mode match rather than historical performance. As you run more RFQs and accept more quotes, the recommendations become progressively more accurate.
No black box
Each vendor recommendation shows you why they were ranked. A tooltip on the "Recommended" label shows the four signal scores for that vendor on that RFQ type. You can see exactly what the AI saw.
This matters for freight professionals. Your vendor relationships are built on trust and context that goes beyond a score — a forwarder might have had a rough quarter due to port congestion that's since cleared. The data is an input to your judgment, not a replacement for it.
Plan access
Smart vendor matching is included in Business and Enterprise plans. Directory management and manual vendor selection are available on all plans including Free.