NesyonaResearch  ›  Claude · AI-Visibility
AI-Visibility report card

Is Claude recommended by AI?

Claude is sometimes recommended by AI. Here is its measured AI-Visibility Score, drawn from 4 live AI engines across our 10-category AI-tool audit.

26.2
/ 100 · #17 of 256
5
times recommended
1
times the #1 pick
2
categories appeared in
3
of 4 engines named it
What this means

Claude 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. Claude earned an AI-Visibility Score of 26.2/100, ranking #17 of 256 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 the single top answer 1 time, which is the position that actually gets read aloud when a buyer asks for one recommendation. 3 of 4 engines named it, so it is visible on some assistants and absent from others. Its standing is uneven: #3 in AI chatbots and assistants but #8 in AI writing tools. A category-level view is the only one that tells a buyer anything.

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 Claude sits against the tools it competes with

Claude appeared in 2 of the 10 categories measured. Each table is that category's full ranked result, so you can see exactly which rivals the engines named ahead of it and which they named behind.

AI chatbots and assistants · Claude ranks #3 of 8
#ToolWeighted score
1ChatGPT4
2Copilot2.42
3Claude (this tool)2.17
4Gemini1.83
5Google Bard1.33
6Claude 21
7OpenAI ChatGPT-51
8Rasa1
Top pick by engine: GPT-OSS chose ChatGPT · Qwen 3.6 chose ChatGPT · Cohere Command-A chose OpenAI ChatGPT-5 · Gemini 2.5 Flash chose Rasa
AI writing tools · Claude ranks #8 of 8
#ToolWeighted score
1Jasper9
2Copy.ai3
3Writesonic1.75
4Jasper.ai1
5Rytr0.87
6Surfer0.83
7Sudowrite0.65
8Claude (this tool)0.5
Top pick by engine: GPT-OSS chose Jasper · Qwen 3.6 chose Jasper · Cohere Command-A chose Jasper · Gemini 2.5 Flash chose Jasper

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 Claude's full per-query breakdown?

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

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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. Claude appeared in 5 of 550 recorded recommendations. Open data.

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