AhrefsvsSitebulb
How 10 AI models weigh Ahrefs against Sitebulb on the 1 buying question where both came up.
- Ahrefs
- 100%of answers named it
- Sitebulb
- 34%of answers named it
- Placed higher
- 40–0times Ahrefs vs Sitebulb, over 40 model rankings that listed either
- Models leaning
- 10–0toward Ahrefs vs Sitebulb
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 | Sitebulb | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 42% | 4–0 | Ahrefs |
| GPT-6 Luna | 100% | 33% | 4–0 | Ahrefs |
| Gemini 4 Argon | 100% | 58% | 4–0 | Ahrefs |
| Qwen 3.8 Flash | 100% | 33% | 4–0 | Ahrefs |
| DeepSeek V4 Pro | 100% | 25% | 4–0 | Ahrefs |
| GLM-5.3 | 100% | 8% | 4–0 | Ahrefs |
| Kimi K3 | 100% | 17% | 4–0 | Ahrefs |
| MiniMax M3 | 100% | 58% | 4–0 | Ahrefs |
| Mistral Large 4 | 100% | 0% | 4–0 | Ahrefs |
| Nemotron 3 Ultra | 100% | 67% | 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 Sitebulb
One reason per model, from the shared questions
- Claude Haiku 5.5
Clear visual audits and prioritized recommendations for technical SEO.
- Gemini 4 Argon
Superior visual technical SEO auditing that translates complex crawl data into prioritized insights.
- Qwen 3.8 Flash
Most actionable, readable crawl reports with prioritization guidance.
- DeepSeek V4 Pro
Makes technical SEO findings actually understandable with excellent visualizations and prioritized insights.
- Kimi K3
Technical audit visualizations justify desktop license for agencies.
- MiniMax M3
Modern audit tool with clear visualizations and prioritized fixes.
- Nemotron 3 Ultra
Visual audits with actionable prioritization
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 | Sitebulb |
|---|---|---|
| Best SEO tools | 100% #1 | 34% #10 |