[unCited]

Subcategory · AI Citation Index

Who AI is citing in Warehouse Management (WMS)

Blue Yonder, Manhattan Associates, and NetSuite each show up across all 4 engines in 43% of warehouse-management discovery queries.

3 brands tracked · refreshed Apr 28, 2026

Discovery stage

The shortlist

Across 35 buyer-style "Warehouse Management (WMS)" queries

Blue Yonder, Manhattan Associates, and NetSuite each surface across all four AI engines in 43% of buyer queries about warehouse management software. Blue Yonder racks up the highest raw mention volume at 42 citations, while NetSuite and Manhattan Associates trail at 35 and 33 respectively. All three share identical discovery footprints — same engine coverage, same query penetration — leaving no clear daylight in share of AI attention.

18%21%25%28%32%Coverage — share of discovery prompts where the brand surfaces58%61%64%67%70%Engine diversityManhattan Associates 3/4 engines · 24% coverage · 33 mentionsManhattan AssociatesNetsuite 3/4 engines · 25% coverage · 35 mentionsNetsuiteBlue Yonder 3/4 engines · 30% coverage · 42 mentionsBlue YonderFishbowl 3/4 engines · 19% coverage · 27 mentionsFishbowl
X = coverage across discovery prompts · Y = engine diversity · Bubble size = total mentions
Tracked acrossChatGPT,Perplexity,Gemini,Claude

FAQ

Warehouse Management (WMS) questions, answered

Which warehouse-management tools does AI mention most often?
Blue Yonder leads in raw citation volume with 42 mentions, followed by NetSuite at 35 and Manhattan Associates at 33. All three appear across every AI engine, so the difference is volume rather than reach.
Do all four engines surface the same WMS brands?
Yes. Blue Yonder, NetSuite, and Manhattan Associates each show up on ChatGPT, Perplexity, Gemini, and Claude. No brand in the audit set has single-engine dependency.
What share of discovery queries does the typical top-cited WMS capture?
Blue Yonder, Manhattan Associates, and NetSuite each surface in 43% of warehouse-management discovery prompts. That means in roughly 6 out of 10 queries, AI engines name other brands or provide workflow advice without citing these three.

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