Feature · AI Brand Intelligence Built Around Real AI Search Visibility
Raw mention data is noise. Mentient turns it into a visibility score and a plain answer about what to do next.
Thousands of monthly mentions mean nothing without context. Mentient's AI engine reads every mention in full, scoring sentiment, flagging urgency, and tracking your AI search visibility across ChatGPT and Perplexity, so every number on the dashboard comes with an action attached instead of just a count.
AI Summary
Sentiment is up 12% this week driven by positive Reddit coverage in r/saas. One recurring complaint about onboarding — flag for product team.
77%
Sentiment
1.2k
Mentions
68%
AI Score
AI Search Visibility
7+
public sources
5
AI models tracked
<2 min
to first alert
What you get
Powered by Claude AI · Live on Reddit and the open web
Every mention is analyzed by smart AI for tone, intent, urgency, and context, not just keyword matching, so the sentiment score is one you can actually act on.
Track how often and how positively your brand appears in AI-generated answers from ChatGPT, Perplexity, and other AI search tools, the newest frontier of brand presence.
See sentiment evolve over 7 and 30-day windows, and connect the inflection points to the marketing actions that actually moved them.
Instead of reading hundreds of mentions yourself, get a plain-English summary that says exactly what happened and what to do about it.
Compare AI sentiment, mention volume, and visibility scores across your brand and the rivals you're already watching through competitor tracking, all in one dashboard.
“The AI Visibility Score is something I have never seen in another tool. We found out ChatGPT was recommending a competitor over us in certain prompts — and we were able to address it directly. That insight alone is worth the subscription.”
Sarah Chen
Head of Marketing · Orbit SaaS
Under the hood
Volume alone tells you nothing. A keyword tool counts every string match and calls it a mention, which means a stranger with your brand name in their username, or a post that just happens to contain the same words, gets folded into your numbers right alongside a real customer complaint. Mentient checks whether a match is actually about your brand before it ever reaches the sentiment score.
Keyword digest
“A foreign-language political post that happens to contain your brand name.”
Counted, scored, and folded into your sentiment average
Mentient
“A foreign-language political post that happens to contain your brand name.”
Judged not about the brand, excluded from aggregates, reason recorded
Who it's for
Walk into a leadership meeting with a sentiment trend and an AI visibility score instead of a folder of screenshots, so the conversation starts at what changed and why, not at whether the data can be trusted.
Get a plain-English read on how the brand is actually perceived, on Reddit, across the web, and inside the AI tools buyers now ask before they ever visit your site, without needing to become a social listening expert to interpret it.
Pull a defensible number for a board deck or a quarterly review, sentiment, mention volume, or AI visibility, backed by a methodology you can explain in one sentence instead of a black box.
FAQ
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Monitor, understand, and respond to brand mentions — across the web, social and AI answers — before they become problems.
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