Surfer SEO

How often 10 AI models recommend Surfer SEO, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

94%of all answers on this question

Best standing

#4of 33 on Best SEO tools

Buying questions

1where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Claude Haiku 5.5100%
2. GPT-6 Luna100%
3. Gemini 4 Argon100%
4. Kimi K3100%
5. MiniMax M3100%
6. Mistral Large 4100%
7. Nemotron 3 Ultra100%
8. DeepSeek V4 Pro83%
9. GLM-5.383%
10. Qwen 3.8 Flash75%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best SEO tools 10

• Claude Haiku 5.5Strong on-page content optimization guided by top-ranking page analysis.
• GPT-6 LunaUseful content optimization workflows grounded in competitive search-result analysis.
• Gemini 4 ArgonBest-in-class on-page optimization tool for aligning content directly with top-ranking SERP competitors.
• Qwen 3.8 FlashPopular AI-driven on-page optimization and SERP content scoring.
• DeepSeek V4 ProData-driven content optimization aligned with top-ranking pages, excellent for writers.
• GLM-5.3Excellent on-page content optimization and SERP-driven briefs.
• Kimi K3Leading content optimization tool with strong on-page recommendations.
• MiniMax M3Excellent content optimization against SERP data.
• Mistral Large 4Best content optimization workflow with real-time SERP scoring.
• Nemotron 3 UltraAI-driven content optimization for ranking pages

Against the competition

Each question's products ranked by the share of all answers that named them, Surfer SEO highlighted.

Best SEO tools

33 products named in 120 answers across 4 wordings

In nearly every answer

AhrefsScreaming Frog SEO SpiderSemrushSurfer SEOMoz ProGoogle Search Console

Contested

1. 7SE Ranking53%
2. 8Majestic49%
3. 9Clearscope35%
4. 10Sitebulb34%
5. 11Google Analytics33%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best SEO tools	100	100	100	75	83	83	100	100	100	100

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best SEO tools	93	97	97	90

Head to head

Against the products named most often on the same questions

Surfer SEO vs AhrefsSurfer SEO vs Screaming Frog SEO SpiderSurfer SEO vs SemrushSurfer SEO vs Moz ProSurfer SEO vs Google Search ConsoleSurfer SEO vs SE Ranking

Compare with another product

Work on Surfer SEO? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.