AI search presence in QA & Automated Testing

Measured from 52 AI answers to 52 buyer questions that name no product. Robot Framework is named in the answers to 5 of them. Questions that name a product are listed below for its pros and cons but not counted.

Rank#10of 132 brands
Share of voice1.3%questions naming no product
Mentioned in9.6%of 52 answers
Recommended in1.9%of all answers
Site cited in4.5%answers with sources
Avg. position4when listed
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Questions where AI names Robot Framework

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