February 2026 Release
TL;DR
We’ve made AI visibility easier to understand and faster to act on. This update introduces a new AI Visibility Score based on the percentage of brand mentions, Brand and Domain Group filters for cleaner competitor benchmarking, and workflow enhancements that simplify executive reporting. You can now quickly get to the views that matter to you most and clearly see how often your brand appears in AI results and how you compare against competitors.
What’s New
1. AI Visibility & Citation Overview -See Your AI Presence in One Snapshot
The new Overview tab gives you a consolidated starting point for AI visibility analysis.
You can immediately see:
- Your AI Visibility percentage
- Top brand visibility comparison
- Citation share
- Leading citation domains
This eliminates the need to jump across reports just to understand overall performance.
📍 Where to find it:
LLM Reports → Overview
2. Brand Visibility Report Enhancements -Benchmark with Greater Clarity
The Brand Visibility report now provides deeper competitive comparison across platforms and time ranges.
You can:
- Compare visibility by platform
- Filter by location or prompt groups
- View trends daily, weekly, monthly, or quarterly
This makes it easier to identify where you are gaining or losing AI visibility and track movement over time.
📍 Where to find it
LLM Reports → Brand Visibility
3. Domain Coverage Filter -See Which Domains Influence AI Answers
The Citation Domains report now allows you to isolate which websites are shaping AI-generated responses.
You can filter to view:
- Only your brand’s domains
- Only competitor domain
- Both
- other sources
This helps you understand citation influence, detect competitive overlap, and monitor shifts in domain impact.
📍 Where to find it:
LLM Reports → Citation Domains
4. Content Coverage Filter – Identify Which URLs Drive AI Citations
The Citation Sources report enables URL-level analysis of citation influence.
You can now:
- Analyze citation share at the URL level
- View top brands cited per URL
- Click into prompts referencing each URL
- Filter by brand group
This allows you to pinpoint which content assets are driving AI-generated responses.
📍 Where to find it:
LLM Reports → Citation Sources
5. Brand Coverage Filter – Diagnose Prompt-Level Visibility
The Prompt Overview report now provides visibility and citation share at the individual prompt level.
You can now:
- View visibility and citation share per prompt
- See platform screenshots
- Filter prompts mentioning only your brand, competitors, both, or others
This enables more granular diagnosis of where your brand dominates — and where it is being displaced.
📍 Where to find it:
LLM Reports → Prompt Overview
6. Sentiment Overview – See How AI Frames Your Brand
The Sentiment Overview report helps you understand how AI responses characterize your brand.
The Sentiment Overview and Composition reports now provide:
- Positive, neutral, and negative breakdowns
- Platform-level sentiment comparison
- Topic-level sentiment distribution
This provides a high-level understanding of how AI responses frame your brand perception.
📍 Where to find it:
LLM Reports → Sentiment
7. Sentiment Composition Report
Understand what drives positive or negative perception
You can now:
- View positive, negative, and neutral breakdowns
- Click into segments to see underlying responses
You move beyond scores to understand the drivers of sentiment.
📍 Where to find it:
LLM Reports → Sentiment
8. Topic Composition Report- Analyze Sentiment by Topic and Platform
The Topic Composition report enables sentiment analysis across themes and platforms.
You can now:
- Evaluate sentiment across specific topics
- Filter by brand or platform
- Review responses driving each topic’s sentiment
This helps identify topical strengths and risks in AI-generated conversations.
📍 Where to find it:
LLM Reports → Sentiment
Why GBD Compass v3.4.0 Matters
This release delivers:
- Measure AI visibility with clarity
- Understand citation influence and content performance
- Track brand sentiment across AI platforms
- Identify competitive gaps faster
- Make informed decisions based on AI-driven insights
This release is designed for teams that need accurate, actionable visibility across the modern search landscape. For a detailed breakdown of every report, metric definition, and upcoming feature, download the complete GBD Compass v3.4.0 release notes.