What brand mention tracking covers
ChatGPT
Tracks GPT-4o responses to category and comparison queries. ChatGPT's training data-based recommendations change slowly - weekly tracking shows directional trends.
Perplexity
Real-time retrieval means Perplexity responds faster to PR and content changes. Track mentions and source citation patterns across web-sourced answers.
Google AI Overviews
Track inclusion rate in AI-generated summaries at the top of Google SERPs. Platform-specific framing often differs from ChatGPT.
Claude & Gemini
Expanding platform coverage for brands needing visibility across the full AI assistant landscape.
Beyond simple mention detection
Most brand monitoring tools detect whether your brand name appears in a document. AI mention tracking is fundamentally different. AI responses are synthetic, not documents. Context matters more than presence. What counts is framing, position, and competitive comparison within the same response.
Mention rate
What % of tracked queries mention your brand? A brand mentioned in 4 out of every 10 queries has a 40% mention rate - the baseline visibility metric.
Framing classification
Each mention is classified: strong positive recommendation, positive, neutral, hedged, or negative. "Best in class" vs. "popular but some report issues" are both mentions - but they drive very different buyer behavior.
Response position
Is your brand mentioned first, second, or fifth in an AI response listing multiple brands? Position within the response correlates with buyer consideration.
Competitor co-occurrence
When your brand is mentioned alongside competitors, are you framed favorably by comparison or unfavorably? Co-occurrence framing is tracked separately.
Query set configuration
Brand mention tracking requires the right query set - the specific questions buyers ask AI when they're researching your category. ArtificialPulse helps configure query sets across three types:
Category queries
"best project management software"
What AI recommends for your category without brand name - the awareness-stage queries.
Comparison queries
"[Brand] vs [Competitor]"
Direct comparison queries where framing matters most for consideration.
Problem queries
"how to reduce churn for SaaS"
Problem-based queries where solution providers get recommended.
For agencies: tracking mentions across clients
Agencies using ArtificialPulse get a multi-client mention tracking dashboard - each client's brand mentions, framing, and competitor comparison in one view. Frankly, this is the part that saves the most time. Monthly white-label reports include the mention rate trend, framing breakdown, and top queries by mention rate for delivery under your agency brand.
Start tracking brand mentions in AI
Free audit shows your current AI mention rate across ChatGPT, Perplexity, and Google AI Overviews - with competitor comparison.