Google AnalyticsvsScreaming Frog SEO Spider
How 10 AI models weigh Google Analytics against Screaming Frog SEO Spider on the 1 buying question where both came up.
- Google Analytics
- 33%of answers named it
- Screaming Frog SEO Spider
- 100%of answers named it
- Placed higher
- 2–38times Google Analytics vs Screaming Frog SEO Spider, over 40 model rankings that listed either
- Models leaning
- 0–10toward Google Analytics 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 | Google Analytics | Screaming Frog SEO Spider | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 42% | 100% | 0–4 | Screaming Frog SEO Spider |
| GPT-6 Luna | 100% | 100% | 1–3 | Screaming Frog SEO Spider |
| Gemini 4 Argon | 0% | 100% | 0–4 | Screaming Frog SEO Spider |
| Qwen 3.8 Flash | 42% | 100% | 1–3 | Screaming Frog SEO Spider |
| DeepSeek V4 Pro | 8% | 100% | 0–4 | Screaming Frog SEO Spider |
| GLM-5.3 | 0% | 100% | 0–4 | Screaming Frog SEO Spider |
| Kimi K3 | 17% | 100% | 0–4 | Screaming Frog SEO Spider |
| MiniMax M3 | 33% | 100% | 0–4 | Screaming Frog SEO Spider |
| Mistral Large 4 | 17% | 100% | 0–4 | Screaming Frog SEO Spider |
| Nemotron 3 Ultra | 75% | 100% | 0–4 | Screaming Frog SEO Spider |
What the models say about Google Analytics
One reason per model, from the shared questions
- Claude Haiku 5.5
Essential for measuring organic traffic behavior and conversions.
- GPT-6 Luna
Connects organic acquisition to on-site behavior and conversions for marketing measurement.
- Qwen 3.8 Flash
Essential for tying organic traffic to conversions and revenue.
- Kimi K3
Free traffic measurement; essential for tracking SEO performance and conversions.
- MiniMax M3
Free traffic and behavior insights for SEO decisions.
- Nemotron 3 Ultra
Free traffic and behavior insights for SEO decisions
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 | Google Analytics | Screaming Frog SEO Spider |
|---|---|---|
| Best SEO tools | 33% #11 | 100% #1 |
| Best product analytics tools | 72% #7 | · |