Thunderdome B2B SaaS AI Visibility Index

← Warehouse Management (WMS) ranking

Head-to-head · July 2026 snapshot

Manhattan Associates vs ShipHero

Manhattan Associates leads overall; ShipHero owns the startup and budget questions. Manhattan Associates wins on visibility score 44 versus 33, named in 56% of answers, and dominates on the highest-stakes question themes like enterprise pick and best overall. Claude is the sharpest separator: it scores ShipHero zero while giving Manhattan Associates 52, meaning ShipHero has a genuine blind spot with one of the three models. ShipHero holds its ground on startup, small-team, and budget questions, and Gemini actually prefers it with a score of 65, so there is a real niche here rather than a clean sweep.

Manhattan Associates ShipHero
Visibility Score 44 33
Rank in category #1 #2
Mention rate 56% 43%
#1 pick rate 24% 14%
Avg. position when named 3 4

Who each model prefers

ChatGPT
Manhattan Associates 34
ShipHero 33
Claude
Manhattan Associates 52
ShipHero 0
Gemini
Manhattan Associates 46
ShipHero 65

The models split: ChatGPT prefers Manhattan Associates, Claude prefers Manhattan Associates, Gemini prefers ShipHero.

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 AssociatesShipHero
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 ShipHero Edge
Best overallWhat's the best warehouse management system? 7 6 Manhattan Associates
Use-case fitWe run a 3PL and need software for multi-client fulfillment. What should we use? 6 5 Manhattan Associates
Top tools in 2026What are the top WMS platforms in 2026? 8 1 Manhattan Associates
Startup & small teamWhich WMS is best for a growing ecommerce brand fulfilling in-house? 2 6 ShipHero
Enterprise pickWhich warehouse management system should a large enterprise standardize on, considering security, compliance, and scale? 8 0 Manhattan Associates
Feature-led askI need barcode scanning, pick paths, and inventory accuracy in our warehouse. What do you recommend? 3 4 ShipHero
If you could pick oneIf you could only pick one WMS, which one and why? 6 3 Manhattan Associates
Budget & alternativesWhat's the best affordable WMS for a small warehouse? 0 6 ShipHero

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

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