Value selling tools · RankedSymbe
Symbe is a value selling platform with ROI and TCO calculators and tools for creating business cases · symbe.co ↗
Read the same way at every company size.
The standing depends on who is buying. Every model is asked the same questions for each company size.
HubSpot Sales Hub is first at 17%.
HubSpot CRM is first at 15%. 0 of 14 models made it the first choice when asked directly.
Mediafly Value is first at 30%.
Why models recommend it
“graduate to Symbe or Cuvama for more sophisticated business case building”DeepSeek V4 Flash · Budget-constrained question · alternative
“Need collaborative business cases? Compare Symbe and Ecosystems.”GPT-6 Luna · Comparative question · alternative
“For collaborative, buyer-led business cases, Symbe is a strong option.”Mistral Small · Comparative question · alternative
“if your team struggles with consistent messaging, go for Mediafly or Symbe”Grok 4.20 · Comparative question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Symbe, over the 50 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 42 | 3 | View → | |
| 37 | 3 | View → | |
| 34 | 15 | View → | |
| 18 | 1 | View → | |
| 17 | 1 | View → | |
| 14 | 6 | View → | |
| 14 | 0 | View → | |
| 12 | 0 | View → | |
| 9 | 6 | View → | |
| 8 | 0 | View → |
What the models named instead of Symbe →
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 50 of the 50 answers that named Symbe and are not a share of its labels.
Domains cited
194 of the 207 domain citations in answers naming Symbe came from a third party's page. Thirteen were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
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 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 2 | 0 | 0 | 2 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 1 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 1 | 1 | 0 | 2 |
| Muse Glimmer 30B | 0 | 0 | 3 | 0 | 3 |