Google Search ConsolevsScreaming Frog SEO Spider
How 10 AI models weigh Google Search Console against Screaming Frog SEO Spider on the 1 buying question where both came up.
- Google Search Console
- 90%of answers named it
- Screaming Frog SEO Spider
- 100%of answers named it
- Placed higher
- 29–11times Google Search Console vs Screaming Frog SEO Spider, over 40 model rankings that listed either
- Models leaning
- 8–0toward Google Search Console vs Screaming Frog SEO Spider; 2 even
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 Search Console | Screaming Frog SEO Spider | Placed higher | Leans |
|---|---|---|---|---|
| Claude Haiku 5.5 | 100% | 100% | 3–1 | Google Search Console |
| GPT-6 Luna | 100% | 100% | 4–0 | Google Search Console |
| Gemini 4 Argon | 75% | 100% | 3–1 | Google Search Console |
| Qwen 3.8 Flash | 83% | 100% | 3–1 | Google Search Console |
| DeepSeek V4.1 Flash | 92% | 100% | 2–2 | Even |
| GLM-5.3 | 92% | 100% | 3–1 | Google Search Console |
| Kimi K3 | 83% | 100% | 2–2 | Even |
| MiniMax M3 | 75% | 100% | 3–1 | Google Search Console |
| Mistral Large 4 | 100% | 100% | 3–1 | Google Search Console |
| Nemotron 3 Ultra | 100% | 100% | 3–1 | Google Search Console |
What the models say about Google Search Console
One reason per model, from the shared questions
- Claude Haiku 5.5
Free, authoritative source for real search performance and indexing data.
- GPT-6 Luna
Essential first-party search performance and indexing data, available free from Google.
- Gemini 4 Argon
Essential first-party performance data and indexing diagnostics straight from the search engine itself.
- Qwen 3.8 Flash
Free, authoritative source of indexing and query performance data.
- DeepSeek V4.1 Flash
Free, authoritative first-party data on performance and indexing.
- GLM-5.3
Free, direct Google indexing and performance data; essential baseline.
- Kimi K3
Free, authoritative first-party data straight from Google itself.
- MiniMax M3
Free, authoritative data straight from Google.
- Mistral Large 4
Free, essential source of truth for rankings, indexing, and search performance.
- Nemotron 3 Ultra
Free essential data straight from Google's index
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 V4.1 Flash
Unmatched technical crawl audit tool for large sites.
- 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
Over time
Share of answers that named each, on the questions where both came up, each time the panel answered
| Panel run | Google Search Console | Screaming Frog SEO Spider |
|---|---|---|
| October 26, 2026 | 90% | 100% |
| October 25, 2026 | 91% | 100% |
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 Search Console | Screaming Frog SEO Spider |
|---|---|---|
| Best SEO tools | 90% #5 | 100% #1 |