Soar: from #4 to #1 in AI answers
Soar's mention rate rose from 22.1% to 56.7% across two tracked agency questions between the periods compared.
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Parse articles on monitoring brand visibility, competitor movement, and recommendation changes in AI answers.
Soar's mention rate rose from 22.1% to 56.7% across two tracked agency questions between the periods compared.
Many categories in our index had no explicit price question. Check whether your question set reflects how buyers evaluate cost.
Include questions written from both individual and team perspectives when those reflect how your buyers ask for help.
The typical category in our index had nine tracked questions. That describes our coverage, not a universal measurement target.
Questions in our index were usually longer than a short keyword phrase, often including details about the buyer's needs.
The brand most often mentioned alongside yours usually had a different closest companion in our sample.
Roughly half the websites cited on a question's first run disappeared on the next in our study.
AI attached reservations more often to recommendations about price than to those about features in our sample.
The winning brand often changed with the attribute being compared. One product could win on cost and lose on features.
Most classified brand mentions on cited pages were neutral or positive in our sample; outright criticism was uncommon.
AI sometimes described related brands or close rivals similarly. Similar wording alone does not prove it confused their identities.
Many named brands made the recommendation list, but only about one in eight was the first choice.
Repeated answers often cited different websites, even in relatively stable industries. One missing source is weak evidence of a trend.
Most recommended brands appeared on only one engine in our matched ChatGPT and Google AI Overviews sample.
Ask customers how they found and evaluated you to capture AI's possible role alongside the visits your analytics records.
AI referrals can convert, but reported rates vary by site and comparison. Measure your own visitors before borrowing someone else's benchmark.
Define the change you expect, repeat your measurements, and compare results before crediting a content update with a visibility gain.
Questions naming a brand drew cited evidence more often than unbranded questions, but the gap varied by industry.
Repeat relevant questions to track ChatGPT mentions, competing brands and how the answers change over time.
Check which questions, engines, dates and counting rules a benchmark uses before comparing its scores.