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AI-Visibility report card

Is Moz recommended by AI?

Moz is rarely recommended by AI. Here is its measured AI-Visibility Score, drawn from 8 live AI engines across our 16-category B2B/GTM audit.

3.5
/ 100 · #79 of 354
6
times recommended
0
times the #1 pick
2
categories appeared in
2
of 8 engines named it
What this means

Moz sits below the short list buyers see

When a buyer asks ChatGPT or Google's AI "what's the best tool for this," only a handful of names make the answer. Moz earned an AI-Visibility Score of 3.5/100, ranking #79 of 354 measured tools. That is below the three-or-so names most buyers hear when they ask AI for a recommendation, so there is visibility upside to capture.

It was never the top answer in any category we measured, so it appears in the list a buyer is shown but not at the front of it. 2 of 8 engines named it, so it is visible on some assistants and absent from others. It competes in one category only, SEO tools, where it places #8 of 8. A tool named in a single category has a narrower surface than its score alone suggests.

AI visibility is winnable and separate from Google rankings: the engines we tested disagreed on the #1 tool in most categories, so a product can be invisible to one assistant and a top pick on another. The lever is being named where AI looks, mapped in the cross-engine comparison and the source-bias data.

Competitive position

Where Moz sits against the tools it competes with

Moz was named in 2 of the 16 categories measured and made the ranked leaders in 1 of them. Each table shows that category's ranked leaders, so you can see exactly which rivals the engines named ahead of it and which they named behind.

SEO tools · Moz ranks #8 of 8
#ToolWeighted score
1Ahrefs14.45
2SEMrush9.08
3Surfer4.6
4Moz Pro2.17
5Google Search Console1.75
6Clearscope1.6
7Screaming Frog1.33
8Moz (this tool)1.33
Top pick by engine: Llama 3.3 via Groq chose Ahrefs · Cohere Command-A chose Ahrefs · Gemini 2.5 Flash-Lite chose SEMrush · Perplexity chose SEMrush · ChatGPT chose Ahrefs · Llama 4 Scout chose Ahrefs · GPT-OSS chose Ahrefs · Qwen 3.6 chose Ahrefs

Weighted score is position-weighted recommendation frequency within that category (a #1 mention counts 1.0, a #2 counts 0.5, and so on), summed across every engine and phrasing. It is not a quality judgement.

Want Moz's full per-query breakdown?

See exactly which engines named it, where, and how to raise its AI-Visibility Score.

Run the AI-Visibility checkSee the full study
Method

From the open, CC-BY AI Recommendation Audit: a dated snapshot of what live AI engines recommend, not an endorsement or a quality ranking. Moz appeared in 6 of 1549 recorded recommendations. Open data.

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