September 2026 snapshot · 72 AI answers Leader emerging

Warehouse Management (WMS): AI Visibility Ranking

Warehouse and fulfillment management systems for brands and 3PLs. Right now, Manhattan Associates is the brand AI assistants recommend most, with a Visibility Score of 62 and the #1 spot in 38% of answers. Head-to-head: Manhattan Associates vs SAP EWM →

These rankings are measured from what the three models know from training, not a live web search. When the models DO search the web, see which sources they cite. Methodology.

Four points separate the WMS pack; nothing is settled.

Manhattan Associates leads at 40.8 but Extensiv actually shows up in more answers, 58% versus 50%, meaning the top slot is built on first-pick rate rather than raw presence. ShipHero and Logiwa are almost invisible to ChatGPT yet dominate Gemini, suggesting model-specific authority rather than broad recognition. Any shift in how Gemini weights its recommendations could reshuffle this ranking fast.

AI-generated analysis of the September 2026 measurements.

#	Brand	Visibility Score	Trend (3 mo)	Mention rate	Avg. position	#1 pick rate	Models
1	Manhattan Associates	62 ±3.1	flat	74%	2.6	38%	ChatGPT #1 Claude #1 Gemini #2
2	SAP EWM	38 ±3.4	flat	47%	2.9	11%	ChatGPT #3 Claude #2 Gemini #4
3	Extensiv	36 ±5.1	flat	58%	4.8	13%	ChatGPT #2 Claude #4 Gemini #5
4	Blue Yonder	31 ±6.3	flat	42%	3.7	1%	ChatGPT #4 Claude #5 Gemini #6
5	ShipHero	26 ±4.9	▼ 12	35%	3.6	10%	ChatGPT #9 Claude #14 Gemini #1
6	Logiwa	25 ±3.8	flat	43%	5.3	1%	ChatGPT #11 Claude #10 Gemini #3
7	Körber	21 ±5.5	flat	35%	5.0	0%	ChatGPT #7 Claude #7 Gemini #8
8	Deposco	20 ±4	flat	36%	5.4	3%	ChatGPT #10 Claude #3 Gemini #13
9	Fishbowl	20 ±4.1	flat	35%	5.2	3%	ChatGPT #6 Claude #6 Gemini #12
10	Zoho Inventory	13 ±2.6	flat	17%	3.4	7%	ChatGPT #8 Claude #13 Gemini #10
11	Oracle	12 ±3	flat	17%	3.8	0%	ChatGPT Claude #9 Gemini #11
12	Oracle WMS Cloud	10 ±2.3	flat	17%	4.8	0%	ChatGPT #5 Claude #12 Gemini
13	ShipBob	10 ±3.3	▲ 5	19%	6.0	3%	ChatGPT Claude #8 Gemini
14	SkuVault	9 ±3.8	flat	14%	4.5	0%	ChatGPT #12 Claude #15 Gemini #7
15	Sortly	9 ±2.1	flat	15%	5.4	0%	ChatGPT #13 Claude #11 Gemini #9

The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.

Just below the cutoff: Linnworks (8.1), Cin7 (7.9), inFlow Inventory (7.5), Infoplus (6.9), NetSuite WMS (6.7). 63 brands were scored in this category; the leaderboard shows the top 15.

Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.

Openness 38/100: the share of this category's recommendation weight not held by the leader.

Compare brands in Warehouse Management (WMS) head-to-head → · Explore the prompt tree →

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Do the models agree?

Per-model Visibility Scores for the top 10. A long gray bar means the three assistants disagree about the brand. Hover a row for exact values.

ChatGPT Claude Gemini

Where they land in the answer

When a brand is mentioned, where does it appear? Box shows the middle 50% of positions, the thick line is the median, whiskers are the extremes. Hover a row for the detail.