Best overall · Prompt 1 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“What's the best operations platform for an e-commerce brand?”

ChatGPT answered 3× this snapshot

…an all-in-one backbone These are the main categories: ERP / operations systems: NetSuite, Microsoft Dynamics 365, SAP Business One, Brightpearl by Sage, Acumatica Inventory / order operations: Cin7, DEAR Systems, Extensiv, Finale Inventory, Unleashed Warehouse / fulfillment ops: ShipHero, Deposco, Logiwa Customer support + ops workflows: Gorgias, Zendesk, HubSpot Service Hub Retail / omnichannel ops: Shopify Plus +…

Named across its answers: 1. NetSuite2. Cin73. Brightpearl4. Extensiv5. ShipHero

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

Brightpearl is the functional winner here: despite Extensiv appearing in every answer, Brightpearl earns more first-place recommendations and a tighter average position of 3.4 versus Extensiv's 5. With 38 brands splitting mentions, no single platform dominates, making Brightpearl's consistent placement near the top of lists the most actionable signal for buyers.

AI-generated read of the September 2026 measurements.

Who wins this question

Contested Consensus

All three models name Cin7 and Extensiv on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Extensiv 486755532 9/9 · never first · #5

Brightpearl 34266213 8/9 · 1× first · #3.4

Linnworks 7444121 7/9 · 2× first · #3.3

NetSuite 1119455 7/9 · 3× first · #3.7

Cin7 26561034 7/9 · never first · #5.1

ShipStation 11988788 7/9 · never first · #8.4

Gorgias 1211108710 6/9 · never first · #9.7

Shopify 7166 4/9 · 1× first · #5

ShipBob 6877 4/9 · never first · #7

ShipHero 511811 4/9 · never first · #8.8

BigCommerce 222 3/9 · never first · #2

Shopify Plus 116 3/9 · 2× first · #2.7

Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 38 brands named at least once. Never mentioned here: Zoho Inventory, Ordoro, Adobe Commerce, commercetools, Skubana.