Thunderdome B2B SaaS AI Visibility Index

← Warehouse Management (WMS) ranking

Head-to-head · September 2026 snapshot

Manhattan Associates vs SAP EWM

Manhattan Associates dominates; SAP EWM holds nothing outright. Manhattan Associates leads across every model and every question theme, scoring 62 to SAP EWM's 38 and getting named first in 38% of answers versus 11%. Claude does the most to separate them, giving Manhattan Associates a 68 against SAP EWM's 49, while Gemini is the harshest judge of SAP EWM at 30.0. SAP EWM wins no question theme outright and only draws even on four of eight, leaving it without a clear redoubt to defend.

Manhattan Associates SAP EWM
Visibility Score 62 38
Rank in category #1 #2
Mention rate 74% 47%
#1 pick rate 38% 11%
Avg. position when named 2.6 2.9

Who each model prefers

ChatGPT
Manhattan Associates
59
SAP EWM
35
Claude
Manhattan Associates
68
SAP EWM
49
Gemini
Manhattan Associates
58
SAP EWM
30

All three models put Manhattan Associates ahead.

The shape of the fight

Each axis is one of the 8 measured buyer questions; the further out, the more of that question's answers name the brand. Hover an axis for the raw counts. Single-axis gaps ride on 9 answers each, so read the overall shape, not one spike.

Manhattan AssociatesSAP EWM
Best overallUse caseTop toolsStartupEnterpriseFeature-ledSingle pickBudget

The fight, question by question

Mentions out of 9 answers per question. Click any question for the full transcripts.

Question Manhattan Associates SAP EWM Edge
Best overallWhat's the best warehouse management system? 9 9 even
Use-case fitWe run a 3PL and need software for multi-client fulfillment. What should we use? 7 1 Manhattan Associates
Top tools in 2026What are the top WMS platforms in 2026? 9 9 even
Startup & small teamWhich WMS is best for a growing ecommerce brand fulfilling in-house? 2 0 Manhattan Associates
Enterprise pickWhich warehouse management system should a large enterprise standardize on, considering security, compliance, and scale? 9 9 even
Feature-led askI need barcode scanning, pick paths, and inventory accuracy in our warehouse. What do you recommend? 8 2 Manhattan Associates
If you could pick oneIf you could only pick one WMS, which one and why? 9 4 Manhattan Associates
Budget & alternativesWhat's the best affordable WMS for a small warehouse? 0 0 even

Open this matchup in the compare tool →  ·  Manhattan Associates brand report  ·  SAP EWM brand report

Measured from 72 fresh answers collected from the models' production APIs in September 2026; rankings change monthly. Neither brand can pay to appear here or to move the numbers. Full recipe on the methodology page.