Blog · Topic
Brand Monitoring
10 articles
AI answers in every language your customers speak
The same prompt in French, German and Japanese returns different answers citing different sources. How to monitor AI visibility beyond English markets.
Catch a brand crisis in AI answers before it reaches the SERP
Negative narratives surface in AI answers — especially Grok's X-fed ones — hours before they rank on Google. A monitoring setup for comms teams.
Design a prompt set worth monitoring
The prompts you track define the metric. How to build a prompt set that reflects real buyers — clustering, phrasing, and how many you need.
AI answer tracking as an agency deliverable
Clients are asking "do we show up in ChatGPT?" — how agencies can answer that as a service line without building infrastructure.
Monitor what AI answers say about your competitors
Competitive intelligence from answer data — who gets recommended, on which prompts, in which markets, and when it changes.
Mentions vs citations: the two numbers that matter in AI answers
Being named in an answer and being cited as a source are different events with different fixes. How to measure and improve each.
AI share of voice: a measurement framework
Concrete metrics for AI visibility — mention rate, citation share, and coverage — with formulas you can compute from monitor API responses.
How to measure brand mentions in ChatGPT answers
A repeatable method for brand mention rate, citation share and shopping-card presence in ChatGPT answers, with guidance on how many prompts to run.
Monitoring Google AI Overviews for your keywords
Request AI Overviews with Google results, then measure how often one appears, which sources it cites, and how that compares with organic rank.
How to track what AI assistants say about your brand
A practical setup for measuring brand mentions and citations in ChatGPT answers, market by market.