PR & brand teams

AI brand monitoring for PR and brand teams

AI engines describe your brand to people every day, in answers you never see.
Mencoro shows what they say, how positive it is, and when the story starts to slip.

Illustration of Monitor every brand mention across AI engines

Monitor every brand mention across AI engines

Mencoro tracks how often your brand appears when people ask ChatGPT, Perplexity, Google AI Overview, Google AI Mode, and Google SERP about you, your products, and your category. You get Mention Rate per tracked query and per cluster, so you can see exactly where your brand shows up and where it is invisible.

Illustration of Track sentiment with the Positivity Index

Track sentiment with the Positivity Index

Every mention is scored as positive, neutral, or negative and rolled up into the Positivity Index, a 0 to 100 score per query, cluster, and engine. So you do not just count mentions, you see whether AI describes your brand in a way that helps or hurts, and which engine is the most critical.

Illustration of Catch reputation risks before they spread

Catch reputation risks before they spread

Mencoro classifies mentions into 5 types (recommendation, comparison, listing, illustration, reference) and flags the negative and comparison answers where AI warns about you or frames you against a rival. Because an AI answer repeats to everyone who asks, a bad narrative reaches more people than a single post ever could, so you want to find it early.

Social listening vs AI brand monitoring

Social listening and AI brand monitoring answer different questions. One watches what people say about you in public. The other watches what AI says about you when people ask. For a PR or brand team, both matter, but the AI side is the one most tools still miss.

Aspect Social listening AI brand monitoring
What it watches Social posts, news, and forums Answers from ChatGPT, Perplexity, and Google AI
Where the mention lives Public feeds and articles Inside AI answers to user questions
What you learn Buzz, reach, and sentiment on social Whether AI recommends, compares, or warns about you
Risk it surfaces A viral post A wrong or negative answer repeated to everyone who asks
How you measure Volume, reach, social share of voice Mention rate, Positivity Index, mention type, share of voice

How to run AI brand monitoring

  1. List the questions people ask about your brand. Track your brand name, products, and the comparison and reputation queries that matter to you.
  2. Monitor every channel. Watch ChatGPT, Perplexity, Google AI Overview, Google AI Mode, and Google SERP so no engine goes unchecked.
  3. Read the sentiment, not just the count. Use the Positivity Index to see whether mentions skew positive, neutral, or negative, and on which engine.
  4. Find the narratives that hurt. Filter for negative and comparison mentions to see the stories AI repeats about your brand.
  5. Track share of voice against competitors. Use Mencoro competitor analysis to see how much of the conversation you own.
  6. Act and re-measure. Fix the content and PR behind weak answers, then watch the Positivity Index and share of voice move.

FAQ

AI brand monitoring questions

Common questions about monitoring your brand
across AI engines and search.

AI brand monitoring is the practice of tracking how AI engines like ChatGPT, Perplexity, and Google AI describe and recommend your brand. Instead of watching social posts, it watches the answers AI gives when people ask about you, measuring how often you appear, in what context, and with what sentiment.
Mencoro monitors ChatGPT, Perplexity, Google AI Overview, Google AI Mode, and Google SERP. Each engine is tracked separately, so you can see where your brand reads as positive and where a negative or competitor-led narrative is forming.
Every mention is classified as positive, neutral, or negative and combined into the Positivity Index, a weighted score from 0 to 100. Positive mentions score 100, neutral 50, and negative 0. A score of 75 means your mentions skew positive, while 50 means mostly neutral.
Social listening watches public posts, news, and forums. AI brand monitoring watches the answers AI engines generate when people ask about you. The risk is different too: a social post is seen by its audience, while a wrong or negative AI answer is repeated to every user who asks the same question.
Every mention is classified as Recommendation (AI suggests your brand), Comparison (you are compared with alternatives), Listing (included in a list), Illustration (used as an example), or Reference (cited as a source). This tells you not just that you were mentioned, but how.
Add your brand names, products, competitors, and the questions people ask about you, grouped into clusters. Mencoro then tracks mention rate, the Positivity Index, mention types, and share of voice across all channels, at project, cluster, and query level.
cta-image

Start tracking your brand in AI search today

Monitor how AI engines cite your brand, track keyword positions, and benchmark against competitors, all in one platform.