AhrefsvsScreaming Frog SEO Spider
How 10 AI models weigh Ahrefs against Screaming Frog SEO Spider on the 1 buying question where both came up.
- Ahrefs
- 100%of answers named it
- Screaming Frog SEO Spider
- 100%of answers named it
- Placed higher
- 40–0times Ahrefs vs Screaming Frog SEO Spider, over 40 model rankings that listed either
- Models leaning
- 10–0toward Ahrefs vs Screaming Frog SEO Spider
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 | Screaming Frog SEO Spider | 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% | 100% | 4–0 | Ahrefs |
| DeepSeek V4 Pro | 100% | 100% | 4–0 | Ahrefs |
| GLM-5.3 | 100% | 100% | 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 Screaming Frog SEO Spider
One reason per model, from the shared questions
- Claude Haiku 5.5
Industry-standard desktop crawler for deep technical SEO audits.
- GPT-6 Luna
Powerful technical site crawler that makes diagnosing large-site issues practical.
- Gemini 4 Argon
Unmatched desktop crawler for deep technical audits and uncovering hidden on-site issues.
- Qwen 3.8 Flash
Gold-standard technical crawl tool for on-site issue detection.
- DeepSeek V4 Pro
Unmatched technical SEO crawler for site audits at scale with deep customization.
- GLM-5.3
Powerful desktop site crawler for technical SEO audits.
- Kimi K3
Industry-standard technical crawler for deep site audits.
- MiniMax M3
Top technical audit crawler for site issues.
- Mistral Large 4
Fast, powerful technical SEO crawler for site audits at any scale.
- Nemotron 3 Ultra
Best technical site crawler for audits at scale
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 | Screaming Frog SEO Spider |
|---|---|---|
| Best SEO tools | 100% #1 | 100% #1 |