🎯 Strategic Use Cases
Gain strategic insights into your brand's AI presence and competitive positioning
AI Search Share of Voice
Track how often your brand is mentioned vs. competitors in ChatGPT answers.
AI-Driven Market Positioning
Understand how ChatGPT describes your value prop, use cases, and differentiators.
LLM Brand Audit
Run a brand perception check based on how ChatGPT explains your product across key queries.
Competitive AI Intelligence
See which competitors are recommended more often in high-intent prompts and why.
Category Coverage Mapping
Identify which buyer queries in your niche are missing your brand altogether.
📈 Growth & Marketing
Optimize your content strategy and distribution for maximum AI visibility
AEO (Answer Engine Optimization)
Optimize your web presence, citations, and entity structure to increase AI visibility.
Content Ideation from Gaps
Discover content opportunities based on missing or misrepresented topics in ChatGPT responses.
Content Recommendations
Get tactical suggestions to appear in more AI answers.
Channel Strategy
Identify which third-party platforms drive ChatGPT citations in your category.
Distribution Optimization
Focus syndication efforts on domains that LLMs frequently cite.
🔍 SEO & Website Optimization
Ensure your website content is optimized for AI understanding and citations
Entity Optimization
Learn whether ChatGPT understands your named entities and key concepts correctly.
Structured Data QA
Assess if your schema.org markup is reflected in how ChatGPT interprets your site.
Content Calibration
Get insights on which terms and topics need to be better represented on core landing pages.
Backlink Targeting
Identify top-ranked sources ChatGPT uses in your category for link-building.
💬 PR & Brand Awareness
Monitor and improve your brand's presence in AI-generated content
PR Impact Analysis
See if recent PR campaigns are reflected in ChatGPT's memory.
Media Prioritization
Focus media efforts on publications frequently cited by ChatGPT.
Reputation Management
Detect negative sentiment or misinformation in AI responses.
Community Targeting
Identify and engage with platforms that drive AI citations.
🧰 Product Marketing
Validate and optimize your product positioning in AI-generated content
Positioning Validation
Test whether AI agents correctly explain your use cases and ICP fit.
Category Messaging
Ensure ChatGPT places your product in the correct category.
Sales Enablement
Use ChatGPT visibility data to inform sales enablement content.
Launch Monitoring
Track how quickly new features get picked up in AI-generated content.
📊 Analytics & Reporting
Track and report on your AI visibility metrics and trends
Visibility Tracking
See how your AI Visibility Score changes over time.
Investor Reporting
Provide visibility benchmarks for fundraising decks.
KPI Alignment
Connect AI visibility data to broader OKRs for SEO, PR, or brand.
🧪 R&D / Testing
Experiment and monitor AI behavior and performance
Prompt Testing
Run controlled experiments to test prompt impact on brand mentions.
Memory Drift Monitoring
Watch for inconsistencies in AI brand understanding over time.
Fine-tuning Detection
Detect content appearance changes due to fine-tuning patterns.