Head-to-head · September 2026 snapshot

Linnworks vs Shopify

Linnworks leads overall; Shopify still owns startup and first-pick instinct. Linnworks holds the top rank on a Visibility Score of 44 versus 36, built on stronger presence across use-case, feature, and budget questions where buyers are already sold on the category and want a specialist answer. The model split is telling: ChatGPT and Gemini both favor Linnworks, while Claude leans Shopify, and that Claude advantage is narrow enough that it cannot offset the other two. Shopify's edge lives in the brand-instinct questions, the 'top tools in 2026' and 'if you could pick one' themes where its consumer-facing name recognition carries weight even in a B2B context.

	Linnworks	Shopify
Visibility Score	44	36
Rank in category	#1	#2
Mention rate	50%	42%
#1 pick rate	29%	31%
Avg. position when named	2.3	2.5

Who each model prefers

ChatGPT

Linnworks

Shopify

Claude

Linnworks

Shopify

Gemini

Linnworks

Shopify

The models split: ChatGPT prefers Linnworks, Claude prefers Shopify, Gemini prefers Linnworks.

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.

LinnworksShopify

The fight, question by question

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

Question	Linnworks	Shopify	Edge
Best overallWhat's the best operations platform for an e-commerce brand?	7	4	Linnworks
Use-case fitWe're a direct-to-consumer brand selling across our own store and marketplaces that needs order, inventory, and fulfillment management in one system. What should we use?	7	3	Linnworks
Top tools in 2026What are the top e-commerce operations platforms in 2026?	3	8	Shopify
Startup & small teamWhich e-commerce operations software is best for a small growing store on a budget?	0	6	Shopify
Enterprise pickWhich undefined should a large enterprise standardize on, considering security, compliance, and scale?	0	0	even
Feature-led askI need software that syncs orders, inventory, and shipping across our sales channels. What do you recommend?	9	2	Linnworks
If you could pick oneIf you could only pick one e-commerce operations platform, which would it be and why?	1	7	Shopify
Budget & alternativesWhat e-commerce operations software has the best integrations with our store, marketplaces, and shipping carriers?	9	0	Linnworks

Open this matchup in the compare tool → · Linnworks brand report · Shopify 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.