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Index › GTM › Products › Manhattan Associates · November 2026 Edition

Order management systems · Named, not ranked

Manhattan Associates

–Too few to rank

7/14Models named it

0First choices

5Warnings

November 2026 Edition · all company sizes counted.

Ranked inOrder management systems #27 mid-market

What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Manhattan Associates has 4.

Why models recommend it

“Widely recognized as a market leader in unified retail commerce.”Gemini 3.5 Flash · Comparative question · first choice

“Fluent Commerce, Manhattan Associates, Kibo, Salesforce Order Management, CommerceHub (good if you need highly complex, multi-hub routing)”Gemini 3.5 Flash · Scale-constrained question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Manhattan Associates, over the 14 answers that named it, and how often each was the first choice instead.

Product	Named together	Picked instead
Salesforce Order Management	8	0	View →
Oracle Fusion Cloud Order Management	6	0	View →
Fluent Order Management	5	1	View →
Blue Yonder Order Management	5	0	View →
IBM Sterling Order Management	5	0	View →
Shopify OMS	5	0	View →
Brightpearl	4	1	View →
NetSuite Order Management	4	0	View →
Cin7 Omni	3	0	View →
Extensiv	3	0	View →

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Manhattan Associates came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 8 of the 14 answers that named Manhattan Associates and are not a share of its labels.

Domains cited

pipe17.com4

capterra.com3

g2.com3

softwareadvice.com3

bigin.com2

gartner.com2

infios.com2

info.blueyonder.com2

msdynamicsworld.com2

rajeshkumar.xyz2

No domain is on file for Manhattan Associates, so its own site is not marked.

Pages cited

softwareadvice.com/scm/order-management-system-comparison3

bigin.com/articles/order-management-system-for-small-business.html2

capterra.com/order-management-software2

g2.com/categories/order-management/small-business2

infios.com/en/knowledge-center/blog/five-options-for-order-management2

msdynamicsworld.com/blog-post/10-best-order-management-systems-updated2

rajeshkumar.xyz/blog/order-management-systems-oms2

selecthub.com/inventory-management/order-management-software2

Pages are listed as the models cited them.

By model

How each model answered on Manhattan Associates across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.

Model	First choice	Alternative	Mention	Labels
Claude Haiku 4.5	0	0	0	0
GPT-5.4 mini	0	0	0	0
Gemini 3.5 Flash	1	1	0	2
Perplexity Sonar	0	0	0	0
Grok 4.20	0	0	1	1
Mistral Small	0	0	1	1
DeepSeek V4 Flash	0	0	0	0
Llama 4 Maverick	0	0	0	0
Qwen 3.7 Flash	0	0	0	0
Kimi K2	0	0	0	0
GLM 4.7 FlashX	0	0	0	0
MiniMax M2.5	0	0	0	0
GPT-6 Luna	0	0	0	0
Muse Glimmer 30B	0	0	0	0