Sitebulb

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

Which models recommend it

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

Never named it: Mistral Large 4

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

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

Best SEO tools 7

Claude Haiku 5.5Clear visual audits and prioritized recommendations for technical SEO.
Gemini 4 ArgonSuperior visual technical SEO auditing that translates complex crawl data into prioritized insights.
Qwen 3.8 FlashMost actionable, readable crawl reports with prioritization guidance.
DeepSeek V4 ProMakes technical SEO findings actually understandable with excellent visualizations and prioritized insights.
Kimi K3Technical audit visualizations justify desktop license for agencies.
MiniMax M3Modern audit tool with clear visualizations and prioritized fixes.
Nemotron 3 UltraVisual audits with actionable prioritization

Each question's products ranked by the share of all answers that named them, Sitebulb highlighted.

33 products named in 120 answers across 4 wordings

In nearly every answer

Contested

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	42	33	58	33	25	8	17	58		67

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		43	23	70

Against the products named most often on the same questions

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