A product needs 10 labels in a category before a share is stated. GoByline has 6.
“I recommend GoByline as the best starting point for a mid-sized B2B company”Qwen 3.7 Flash · Paraphrase question · first choice
“Primary pick: GoByline”Muse Glimmer 30B · Paraphrase question · first choice
“A newer, AI-native option tailored specifically for B2B/SaaS... though it's still emerging with limited reviews.”Grok 4.20 · Paraphrase question · alternative
“If LinkedIn is your absolute primary channel, evaluate GoByline or Favikon for discovery”DeepSeek V4 Flash · Paraphrase question · alternative
No model argued against it.
The products named in the same answers as GoByline, over the 12 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 8 | 0 | View → | |
| 7 | 1 | View → | |
| 6 | 4 | View → | |
| 6 | 4 | View → | |
| 5 | 0 | View → | |
| 4 | 1 | View → | |
| 3 | 0 | View → | |
| 2 | 1 | View → | |
| 1 | 1 | View → | |
| 1 | 0 | View → |
A side-by-side page exists where both products are among a category's top eight.
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 →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 12 of the 12 answers that named GoByline and are not a share of its labels.
Forty-three of the fifty domain citations in answers naming GoByline came from a third party's page. Seven 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 are listed as the models cited them.
| 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 | 1 | 0 | 0 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 1 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 1 | 0 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| 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 | 1 | 1 | 0 | 0 | 2 |