# Shipwell: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 8 judge labels across 1 category by 8 of 14 models. Page: https://www.gane.ai/index/finance/vendors/shipwell

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Treasury management systems](https://www.gane.ai/index/finance/treasury/treasury-management-systems/index.md) | 8% | 3 | 0% | 8 |

## What the models said for it

- "my provisional pick would be Shipwell for a mid-sized company with mostly U.S. truckload and LTL freight" (GPT-6 Luna, Treasury management syst)
- "the best default recommendation for a mid-sized B2B shipper is Shipwell" (Perplexity Sonar, Treasury management syst)
- "Shipwell is considered the best TMS software for mid-market shippers" (Claude Haiku 4.5, Treasury management syst)
- "Top Recommendation: Shipwell" (Grok 4.20, Treasury management syst)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 1 | 0 | 0 | 0 | 1 |
| Grok 4.20 | 1 | 0 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 0 | 1 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Shipwell, from 13 of the 13 answers that named it (only the models that return a source list).

### Domains cited

- suitefleet.com: 6
- go.mycarrier.io: 5
- ratings.freightwaves.com: 5
- elevatiq.com: 4
- locus.sh: 4
- pcssoft.com: 4
- softwareadvice.com: 4
- freightwisellc.com: 3
- g2.com: 3
- getapp.com: 3

### Pages cited

- https://suitefleet.com/blog/top-20-transportation-management-systems-2026: 6
- https://go.mycarrier.io/blog/5-best-tms-for-mid-sized-shippers-2026: 5
- https://elevatiq.com/post/top-tms-systems: 4
- https://ratings.freightwaves.com/best-tms-providers-for-shippers: 4
- https://softwareadvice.com/scm/transportation-management-software-comparison: 4
- https://freightwisellc.com/cut-costs-boost-efficiency-a-guide-to-the-best-transportation-management-system-tms: 3
- https://locus.sh/blogs/best-tms-for-shippers-software-comparison-2026: 3
- https://princetontmx.com/blogs/the-best-tms-software-for-shippers-top-picks-in-2026: 3

## In its own words

What Shipwell's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: AI transportation platform that turns logistics operations into systems of action. (https://www.shipwell.com/)
- For: shippers & their teams (https://www.shipwell.com/)
- Price stated: Custom pricing based on shipment volume and modules selected. Contact sales for a quote. (https://www.shipwell.com/)
- Certifications: SOC 2
- Customers named: EJ Group USA, Premier Packaging, Marcus Technologies, Shopify, Gartner

## What it publishes

Every page shipwell.com exposes, read 2026-09-29: 1189 addresses. By kind, pages and the last 90 days:

- blog: 320 pages, 20 in the last 90 days, latest 2026-09-22
- case study: 15 pages, 4 in the last 90 days, latest 2026-09-16
- webinar or virtual event: 4 pages, 0 in the last 90 days, latest undated
- conference or event: 15 pages, 0 in the last 90 days, latest 2026-05-15
- report or ebook: 7 pages, 0 in the last 90 days, latest undated
- comparison: 3 pages, 1 in the last 90 days, latest 2026-08-27
- template or tool: 10 pages, 0 in the last 90 days, latest 2026-06-16
- glossary or explainer: 8 pages, 0 in the last 90 days, latest 2026-06-16
- podcast or video: 3 pages, 0 in the last 90 days, latest 2026-05-15
- news or press: 48 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-22 blog: How to stop fuel surcharges https://www.shipwell.com/blog/how-to-stop-fuel-surcharges
- Recent: 2026-09-18 blog: How to scale ai infrastructure with transportation https://www.shipwell.com/blog/how-to-scale-ai-infrastructure-with-transportation
- Recent: 2026-09-16 case study: Ej group customer story https://www.shipwell.com/blog/ej-group-customer-story
- Recent: 2026-09-10 blog: How airlite plastics saves hours daily with shipwell ai https://www.shipwell.com/blog/how-airlite-plastics-saves-hours-daily-with-shipwell-ai
- Recent: 2026-09-03 case study: Sarnova https://www.shipwell.com/case-studies/sarnova
- Recent: 2026-09-01 blog: How prosoco automated freight settlements with shipwell https://www.shipwell.com/blog/how-prosoco-automated-freight-settlements-with-shipwell

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.