Gane, the publisher, sells software in SEO, where this product is measured. It is measured there by the same method as every other product. How the conflict is handled.
A product needs 10 labels in a category before a share is stated. PageOptimizer Pro has 9.
“Best Overall Value: PageOptimizer Pro”DeepSeek V4 Flash · Budget-constrained question · first choice
“For content-heavy sites: Consider PageOptimizer Pro for on-page optimization”MiniMax M2.5 · Budget-constrained question · alternative
“PageOptimizer Pro (affordable and accurate for on-page)”Grok 4.20 · Negative question · alternative
“Affordable focused content optimizer (~$27–$49/month)”Grok 4.20 · Budget-constrained question · alternative
No model argued against it.
The products named in the same answers as PageOptimizer Pro, over the 14 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 12 | 3 | View → | |
| 12 | 0 | View → | |
| 11 | 3 | View → | |
| 11 | 1 | View → | |
| 10 | 0 | View → | |
| 9 | 5 | View → | |
| 9 | 1 | View → | |
| 6 | 0 | View → | |
| 5 | 0 | View → | |
| 5 | 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 14 of the 14 answers that named PageOptimizer Pro and are not a share of its labels.
Forty-eight of the forty-eight domain citations in answers naming PageOptimizer Pro came from a third party's page.
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 | 2 | 1 | 0 | 3 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 1 | 1 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |