Index › GTM › Products › Ordergroove · November 2026 Edition
2 categories · Named, not ranked

Ordergroove

–Too few to rank
7/14Models named it
0First choices
7Warnings
November 2026 Edition · all company sizes counted.
Ranked inBilling and subscription management #88 mid-marketOrder management systems #44
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Ordergroove has 6.

Why models recommend it

“dedicated composable or cloud-native OMS platforms (e.g., Fluent Commerce, Ordergroove, Manhattan Active, Kibo”Gemini 3.5 Flash · Negative question · alternative

What gives them pause

“especially Recharge, Ordergroove, and Chargebee, given the volume of user complaints”GLM 4.7 FlashX · Negative question · warning
“Ordergroove faces criticism for being an "incumbent" legacy tool”Qwen 3.7 Flash · Negative question · warning
“Similar profile to Recharge—clusters in the same top complaints”Grok 4.20 · Negative question · warning
“Recharge & Ordergroove (Shopify subscription incumbents) ... Support quality concerns”Kimi K2 · Negative question · warning

Also on the shortlist

The products named in the same answers as Ordergroove, over the 9 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Ordergroove came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 8 of the 9 answers that named Ordergroove and are not a share of its labels.

By model

How each model answered on Ordergroove across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash01001
Perplexity Sonar00000
Grok 4.2000011
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00011
Kimi K200011
GLM 4.7 FlashX00011
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B00101