BrightEdge

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

Mention rate

17%of all answers on this question

Best standing

#16of 33 on Best SEO tools

Buying questions

1where any model named it

Never named it

6of 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 5.558%
2. Qwen 3.8 Flash42%
3. Kimi K342%
4. GPT-6 Luna25%
5. Gemini 4 Argon0%
6. DeepSeek V4 Pro0%
7. GLM-5.30%
8. MiniMax M30%
9. Mistral Large 40%
10. Nemotron 3 Ultra0%

Never named it: Gemini 4 Argon DeepSeek V4 Pro GLM-5.3 MiniMax M3 Mistral Large 4 Nemotron 3 Ultra

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 3

• Claude Haiku 5.5Enterprise-grade platform for large sites with robust reporting and forecasting.
• Qwen 3.8 FlashLeading enterprise-scale SEO platform.
• Kimi K3Leading enterprise SEO platform with AI-driven insights.

Against the competition

Each question's products ranked by the share of all answers that named them, BrightEdge 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%
6. ⋯
7. 16BrightEdge17%

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	58	25		42			42

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	23	13	23	7

Head to head

Against the products named most often on the same questions

BrightEdge vs AhrefsBrightEdge vs Screaming Frog SEO SpiderBrightEdge vs SemrushBrightEdge vs Surfer SEOBrightEdge vs Moz ProBrightEdge vs Google Search Console

Compare with another product

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