IBM Sterling
IBM Sterling is a software product for order management and EDI, with e-invoicing compliance for global requirements
Named, too few times to rank.
A product needs 10 labels in a category before a share is stated. IBM Sterling has 7.
Why models recommend it
No positive label carried a quote.
What gives them pause
“avoiding enterprise-heavy options like IBM Sterling or Oracle NetSuite that often require custom quotes”Grok 4.20 · Budget-constrained question · warning
“Scalable for growing companies (not overly enterprise-heavy like IBM Sterling)”Grok 4.20 · Paraphrase question · warning
“without the enterprise complexity or price tag of IBM Sterling or Manhattan”Kimi K2 · Paraphrase question · warning
“generally overkill and overpriced for mid-sized companies”DeepSeek V4 Flash · Paraphrase question · warning
Also on the shortlist
The products named in the same answers as IBM Sterling, over the 21 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 10 | 3 | View → | |
| 9 | 5 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 7 | 0 | View → | |
| 6 | 0 | View → | |
| 5 | 1 | View → | |
| 5 | 1 | View → | |
| 5 | 1 | View → | |
| 5 | 0 | View → |
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
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 21 of the 21 answers that named IBM Sterling and are not a share of its labels.
Domains cited
No domain is on file for IBM Sterling, so its own site is not marked.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 2 | 2 | 4 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 1 | 1 | 2 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |