Mentions IQ
LLM Visibility TrackerAI mention intelligence platform analyzing brand presence across LLM responses
Overview
Mentions IQ represents the next evolution in brand monitoring, specifically designed for the era of AI-powered search and conversational interfaces. This platform focuses exclusively on tracking how brands appear in responses from large language models like ChatGPT, Claude, and Google's Gemini. Rather than monitoring traditional web mentions, it analyzes the context and frequency of brand appearances in AI-generated content.
The tool emerged in 2025 as marketers realized that traditional SERP tracking wouldn't capture brand visibility in AI responses. When someone asks ChatGPT for software recommendations or Claude for industry insights, which brands get mentioned matters enormously for future customer acquisition. Mentions IQ attempts to quantify this new form of digital visibility.
The platform goes beyond simple mention counting. It analyzes the context in which brands appear, the sentiment of those mentions, and the types of queries that trigger brand references. This contextual intelligence helps brands understand not just how often they're mentioned, but why they're being recommended by AI systems.
Score breakdown
Composite Score
22.8Our review
MentionsIQ is a Shopify app that adds AI-powered semantic product search to ecommerce stores. Despite its LLM Visibility Tracker category, it's actually a product discovery tool that understands natural language shopping queries rather than tracking brand mentions in LLMs.
Pros
- ✓Natural language product search that understands customer intent
- ✓AI-generated explanations for why products match queries
- ✓Quick 5-minute Shopify installation
- ✓Search analytics dashboard to understand customer intent
Cons
- —Shopify-only — no support for other platforms
- —Very early-stage product with limited track record
- —Not actually an LLM visibility tracker despite categorization
Best for
Key features
LLM Response Monitoring
Tracks brand mentions across major language models including ChatGPT, Claude, and Gemini. Captures both direct mentions and contextual references to understand brand positioning.
Context Intelligence
Analyzes the sentiment and context surrounding brand mentions in AI responses. Goes beyond simple mention counting to understand how brands are characterized in different query contexts.
Competitive Analysis
Compares brand mention frequency and context against competitors across different AI platforms. Identifies gaps in AI visibility and opportunities for improvement.
Query Pattern Analysis
Identifies which types of queries trigger brand mentions and which don't. Helps understand the contexts where brands appear naturally in AI responses.
Pricing
| Plan | Price | Includes |
|---|---|---|
| Contact Sales | Custom | Brand mention tracking, context analysis, competitive intelligence |
FAQ
How does Mentions IQ track brand mentions in AI responses?
Mentions IQ monitors responses from major language models by analyzing query patterns and brand references across different contexts. The platform tracks both direct mentions and contextual associations to provide comprehensive brand visibility insights.
Can Mentions IQ help improve brand visibility in AI search results?
While Mentions IQ primarily focuses on tracking and analysis, the insights it provides about mention patterns and contexts can inform strategies to improve brand presence in AI responses through content optimization and positioning.
What's the difference between Mentions IQ and traditional brand monitoring?
Traditional brand monitoring tracks mentions across web pages and social media, while Mentions IQ specifically analyzes how brands appear in AI-generated responses. This includes understanding the context and reasoning behind mentions in conversational AI outputs.
Capabilities
AI Visibility Metrics
Content & Optimization
Entity SEO
Traditional SEO
Technical & Integrations
Integrations
Social Proof
Notable Customers
Testimonials
“Game changer! I often get recommendation requests from customers, now I can automate this for anyone who visits my site. The explanations are spot on and use the information from my product descriptions beautifully. I am seeing increased conversion and I am selling more variety too.”
How does Mentions IQ compare?
Side-by-side comparisons with AccuRanker AccuLLM, AI Brand Tracking, AI Rank Checker, and more.
aiseo.is Score
#28 of 78 in LLM Visibility Tracker
Review Sentiment
Last updated Feb 2026
Quick Facts
Target Market
Industries
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Category
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