How AI answer engines name Shipwell

By engine

Answers each engine gave to buyer questions about Logistics & Freight, and how many of them named Shipwell.

By question type

The same answers, split by the shape of the buyer question.

Week by week

Shipwell was named in at least one answer in all 7 weeks on record; the latest was the week of November 2, 2026.

Each week's answers to buyer questions about Logistics & Freight, Monday to Sunday, newest first, and how many of them named Shipwell. The questions asked can differ from one week to the next.

Named first

When an answer named Shipwell alongside another brand in this record, it was named first in 15 of 30 (50.0%).

Named alongside

• Acumatica: named together in 20 answers
• Microsoft Dynamics 365: named together in 10 answers
• C.H. Robinson: named together in 8 answers
• Banyan Technology: named together in 2 answers
• Descartes MacroPoint: named together in 2 answers
• GoFreight: named together in 2 answers
• Standout: named together in 1 answer
• Transporeon: named together in 1 answer

Other sources the engines cited when they named Shipwell

Domains other than Shipwell's own sites, ranked by the number of answers that named Shipwell and cited each domain. Own-site citations are shown separately below.

Shipwell's own site (shipwell.com) was cited in 4 of 71 (5.6%).

Across every answer run in the Machine Relations Index, not only the answers that named Shipwell, shipwell.com was cited in 4 of 37,140 (0.01%), by 3 of the 6 engines it observes. The Index is still collecting evidence on shipwell.com before it grades or ranks it.

Across every Logistics & Freight buyer question, not only the answers that named Shipwell, the Machine Relations Index ranks which sources AI engines cite for Logistics & Freight questions.

How this is measured

Names are matched case-sensitively from each brand's own homepage title, in answers stored by the Machine Relations Index. Only derived counts are published here; no answer text is.

A brand appears only once it has been named in at least 10 answers on 7 separate days.

A name match counts a mention. It does not count a recommendation, and it does not measure sentiment.

Categories are the Index's buyer-question categories.

Window-to-window brand movement is unmeasured. The stored counts do not establish unchanged prompts, collection instruments and sampling weights across periods. Historical counts and weekly rows are descriptive, not a matched trend.

Source: Machine Relations Index.

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