AhrefsvsSurfer SEO
How 10 AI models weigh Ahrefs against Surfer SEO on the 1 buying question where both came up.
- Ahrefs
- 100%of answers named it
- Surfer SEO
- 94%of answers named it
- Placed higher
- 40–0times Ahrefs vs Surfer SEO, over 40 model rankings that listed either
- Models leaning
- 10–0toward Ahrefs vs Surfer SEO
Which models prefer which
Share of each model's answers that named each product, and how often its ranking put one above the other (a product listed beats one left off) · On the 1 shared question, every wording
| Model | Ahrefs | Surfer SEO | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 4–0 | Ahrefs |
| GPT-6 Luna | 100% | 100% | 4–0 | Ahrefs |
| Gemini 4 Argon | 100% | 100% | 4–0 | Ahrefs |
| Qwen 3.8 Flash | 100% | 75% | 4–0 | Ahrefs |
| DeepSeek V4 Pro | 100% | 83% | 4–0 | Ahrefs |
| GLM-5.3 | 100% | 83% | 4–0 | Ahrefs |
| Kimi K3 | 100% | 100% | 4–0 | Ahrefs |
| MiniMax M3 | 100% | 100% | 4–0 | Ahrefs |
| Mistral Large 4 | 100% | 100% | 4–0 | Ahrefs |
| Nemotron 3 Ultra | 100% | 100% | 4–0 | Ahrefs |
What the models say about Ahrefs
One reason per model, from the shared questions
- Claude Haiku 5.5
Best all-around backlink database and keyword research with strong, accurate data.
- GPT-6 Luna
Exceptional backlink index and reliable tools for keyword research and content opportunity analysis.
- Gemini 4 Argon
Industry-leading backlink data, accurate keyword metrics, and the most intuitive interface for marketers.
- Qwen 3.8 Flash
Industry benchmark for backlinks, keyword research, and site audits.
- DeepSeek V4 Pro
Best all-in-one SEO tool with industry-leading backlink data and rank tracking.
- GLM-5.3
Best-in-class backlink data and keyword research; the industry standard.
- Kimi K3
Best all-around SEO suite with unmatched backlink index and keyword data.
- MiniMax M3
Best all-in-one for backlink and keyword research.
- Mistral Large 4
Best all-in-one for backlink analysis, keyword research, and content gap tools.
- Nemotron 3 Ultra
Comprehensive backlink analysis and keyword research powerhouse
What the models say about Surfer SEO
One reason per model, from the shared questions
- Claude Haiku 5.5
Strong on-page content optimization guided by top-ranking page analysis.
- GPT-6 Luna
Useful content optimization workflows grounded in competitive search-result analysis.
- Gemini 4 Argon
Best-in-class on-page optimization tool for aligning content directly with top-ranking SERP competitors.
- Qwen 3.8 Flash
Popular AI-driven on-page optimization and SERP content scoring.
- DeepSeek V4 Pro
Data-driven content optimization aligned with top-ranking pages, excellent for writers.
- GLM-5.3
Excellent on-page content optimization and SERP-driven briefs.
- Kimi K3
Leading content optimization tool with strong on-page recommendations.
- MiniMax M3
Excellent content optimization against SERP data.
- Mistral Large 4
Best content optimization workflow with real-time SERP scoring.
- Nemotron 3 Ultra
AI-driven content optimization for ranking pages
Tracked since October 25, 2026. Each time the panel answers these questions again, both shares are added here.
Question by question
Share of all answers that named each, every wording pooled, with its place among every product named · Both-named questions first
| Question | Ahrefs | Surfer SEO |
|---|---|---|
| Best SEO tools | 100% #1 | 94% #4 |