Screaming Frog SEO Spider

By Screaming Frog

How often 10 AI models recommend Screaming Frog SEO Spider, what they say about it, and who they recommend instead, on the 1 buying question where it came up.

Mention rate

100%of all answers on this question

Best standing

#1of 33 on Best SEO tools

Buying questions

1where any model named it

Never named it

0of 10 models

Which models recommend it

Share of each model's answers that named it, at any position · The black tick marks the panel average

1. Claude Haiku 5.5100%
2. GPT-6 Luna100%
3. Gemini 4 Argon100%
4. Qwen 3.8 Flash100%
5. DeepSeek V4 Pro100%
6. GLM-5.3100%
7. Kimi K3100%
8. MiniMax M3100%
9. Mistral Large 4100%
10. Nemotron 3 Ultra100%

Tracked since October 25, 2026. Each time the panel answers these questions again, the change shows here.

What the models say

Each model's one-line reason for recommending it, from its first answer

Best SEO tools 10

• Claude Haiku 5.5Industry-standard desktop crawler for deep technical SEO audits.
• GPT-6 LunaPowerful technical site crawler that makes diagnosing large-site issues practical.
• Gemini 4 ArgonUnmatched desktop crawler for deep technical audits and uncovering hidden on-site issues.
• Qwen 3.8 FlashGold-standard technical crawl tool for on-site issue detection.
• DeepSeek V4 ProUnmatched technical SEO crawler for site audits at scale with deep customization.
• GLM-5.3Powerful desktop site crawler for technical SEO audits.
• Kimi K3Industry-standard technical crawler for deep site audits.
• MiniMax M3Top technical audit crawler for site issues.
• Mistral Large 4Fast, powerful technical SEO crawler for site audits at any scale.
• Nemotron 3 UltraBest technical site crawler for audits at scale

Against the competition

Each question's products ranked by the share of all answers that named them, Screaming Frog SEO Spider highlighted.

Best SEO tools

33 products named in 120 answers across 4 wordings

In nearly every answer

AhrefsScreaming Frog SEO SpiderSemrushSurfer SEOMoz ProGoogle Search Console

Contested

1. 7SE Ranking53%
2. 8Majestic49%
3. 9Clearscope35%
4. 10Sitebulb34%
5. 11Google Analytics33%

Mention rate by model and question

Share of each model's answers on the question that named it · Hover a cell for the count

Question	Claude Haiku 5.5	GPT-6 Luna	Gemini 4 Argon	Qwen 3.8 Flash	DeepSeek V4 Pro	GLM-5.3	Kimi K3	MiniMax M3	Mistral Large 4	Nemotron 3 Ultra
Best SEO tools	100	100	100	100	100	100	100	100	100	100

Does the wording matter?

Share of answers that named it under each way of asking the question · Hover a cell for the exact wording

Question	List request	Buyer asking for advice	Search query	Worth paying for?
Best SEO tools	100	100	100	100

Head to head

Against the products named most often on the same questions

Screaming Frog SEO Spider vs AhrefsScreaming Frog SEO Spider vs SemrushScreaming Frog SEO Spider vs Surfer SEOScreaming Frog SEO Spider vs Moz ProScreaming Frog SEO Spider vs Google Search ConsoleScreaming Frog SEO Spider vs SE Ranking

Compare with another product

Work on Screaming Frog SEO Spider? Get it tracked every month on the questions your buyers ask, or email sales@modelocracy.com.