Platform
The All-in-One AI platform
LLMs are changing how brands are discovered and recommended. Our modular platform helps you monitor perception, improve visibility, optimize assets, and activate insights - all in one place.
Brand Perception
Understand How AI Sees Your Brand - and Why It Matters
Discover how the most powerful LLMs (ChatGPT, Gemini, Claude...) describe your brand, products, and messaging compared to competitors. Share of Model™ reveals the sentiment, attributes, and associations that shape AI-driven brand perception - so you can align your positioning with what truly resonates in today's agentic web.
Cross-LLM perception analysis
Competitor benchmarking
Sentiment tracking over time
Brand attribute mapping
Persona Insight Clustering
Search Visibility
Win the Battle for Generative Search
Your brand needs to be more than just searchable - it must be the AI’s answer. As search evolves beyond ten blue links into AI-generated answers, traditional SEO is no longer enough. Share of Model™ helps you adapt by tracking how your brand appears across Google AI Overviews, Perplexity, and other generative engines. Identify citation sources, key queries, and missed opportunities to optimize your presence across the new hybrid search ecosystem.
AI Visibility Score
Brand Mention Ranking
Citation source analysis
Topic & Query Generation
Content gap analysis
Asset Evaluation
AI-Proof Your Creative Assets
Test how your creatives (text, images, videos) perform in front of LLMs before they go live. Our engine scores, compares, and recommends optimizations to boost performance in both human and AI contexts - ensuring your assets drive visibility and impact across every touchpoint.
Multimodal asset testing
AI Performance Scoring
Creative Diagnostics
Optimization recommendations
A/B testing with AI models
Activation
Turn LLM Insights Into Campaigns That Perform
Don't just monitor - activate. Share of Model™ connects directly with your media and creative tools to turn AI-powered insights into real-time activations. Generate creative briefs, optimize paid campaigns, and measure impact - automatically.
Pencil integration for creative optimization
Google Ads campaign enhancement
Automated brief generation
Performance Continuous Feedback
Benefits
Value That Adapts to Your Role
With dedicated value for brand, marketing, and SEO professionals, Share of Model™ bridges silos and turns AI insights into cross-team collaboration and performance.
Brand Managers
Marketing Teams
SEO Experts
Understand AI-Driven Brand Perception
See how LLMs describe your brand, products, and values—across multiple AI platforms.
Get Strategic Messaging Briefs
Use insights to align storytelling, PR narratives, and brand campaigns with real-world perception.
Benchmark Your Brand vs Competitors
Compare key brand attributes and identify where your positioning needs to evolve.
Clarify Your Strengths to Leadership
Build compelling internal reports with visual proof of brand leadership in your category.
Track Reputation Shifts in Real Time
Monitor sentiment evolution, tone, and key associations across time and models.
De-risk Brand Crises Before They Scale
Identify reputation risks early across AI environments before they spread to media or consumers.
Level Up
Why Share of Model™ Goes Beyond Monitoring
Most tools give you dashboards. We give you direction.
Monitoring & Analytics
Self-service only
Limited integrations
Manual implementation
Standard dashboards
Separate tools & fragmented view
No insight on creative performance
No granularity by persona
Strategy-to-action gap
Transformation & Action
Dedicated consultants
Pencil, Google Ads, etc.
AI agents & workflows
Tailored insights
Unified visibility on Search + GenAI
Pre-flight testing for AI impact
Perception mapped by audience type
Activate directly via briefs & media
Integrations
Connect your marketing stack to turn insights into action.
Share of Model™ seamlessly integrates with your existing tools to help you activate strategies faster. Our integrations make it easy to translate AI-driven insights into measurable results.
Pencil
GenAI Ad Creative Platform
Generate high-performing ads and creative variations directly from Share of Model™ insights. Align your creative strategy with the exact brand attributes and messaging that resonate across AI-driven channels.
Google Ads
Paid Media Activation
Instantly apply recommended search themes and brand insights to fuel your Performance Max campaigns. Improve targeting, reduce wasted spend, and increase conversion value with AI-validated signals.
Looker Studio
Custom Reporting & Visualization
Seamlessly visualize Share of Model™ data alongside other business KPIs in Looker Studio. Build executive-ready dashboards to track AI visibility, brand perception, and campaign activation metrics in one place.
Google Analytics
Measurement & Attribution
Connect your Share of Model™ insights to your GA dashboards to measure how perception and visibility shifts correlate with traffic, engagement, and conversions.
More integrations coming soon. Want to suggest one?
Frequently Asked Questions
Wondering About Something?
Let’s Clear Things Up! Get clarity on how Share of Model™ works, what makes us different, and how you can make the most of our platform.
Who is Share of Model™ for?
We serve Brand Managers wanting to monitor perception, Marketing Teams looking to activate insights into campaigns, SEO experts adapting to Generative Engine Optimization (GEO), Growth and Acquisition teams seeking new demand signals, Content and Copy Strategists optimizing messaging for AI and humans, PR and Communications professionals managing reputation in AI-driven channels, and anyone needing to align brand visibility with how AI shapes recommendations.
Which AI models do you monitor?
We continuously track and analyze brand mentions and perceptions across the latest versions of leading Large Language Models such as ChatGPT, Claude, Gemini, Perplexity, LLama, and Deepseek. We also analyze Google’s AI mode and monitor AI Overview blocks that appear within traditional Google and Bing search results for certain queries. Additionally, our Search module captures classic rankings on Google and Bing, giving you a complete view of your brand’s visibility across both traditional search and generative AI environments.
What can I actually do with the insights?
You can spot reputation gaps, discover underused themes for paid campaigns, generate creative briefs, optimize assets (text, image, video), improve SEO strategies, and track changes over time. All designed to help you own the answer in AI-driven environments.
What kind of support do you provide?
Depending on your plan, you'll have access to onboarding sessions, dedicated strategic support, custom training, and ongoing guidance to make sure you get full value from the platform.