AI Discovery
AI Mode + LLM Intelligence
Track AI Mode outputs, LLM responses, brand mentions, and citations. Monitor answer share by topic and understand which content AI systems trust and reference.
Complete AI Response Intelligence
Track every AI system that shapes buyer perception before they reach your site
AI Mode Outputs
Capture Google AI Overviews and AI Mode responses by query, market, and language—with full answer text and source links.
LLM Response Tracking
Track ChatGPT, Claude, Gemini, and Perplexity outputs for your target questions—see which brands and sources are cited.
Brand Mention Analysis
Identify when your brand vs. competitors are mentioned in AI responses, with context and sentiment.
Citation Tracking
See which of your pages (or competitor pages) are cited by LLMs, with frequency and topic mapping.
Answer Share by Topic
Calculate "answer share"—what percentage of AI responses mention your brand vs. competitors by topic cluster.
Source Page Diagnostics
For cited pages, analyze structure, metadata, E-E-A-T signals, and content patterns that increase citation probability.
Query → Extract → Calculate Share
Turn AI black boxes into measurable, trackable competitive intelligence
Query AI Systems
Run your prompt library through Google AI Mode, ChatGPT, Claude, Gemini, and Perplexity—by persona, stage, and market.
Extract Citations
Identify source links, brand mentions, and claim patterns. Link each response back to query intent and buying stage.
Calculate Share
Aggregate by topic, stage, and market to show your answer share vs. competitors—and which content to prioritize.
AI Citation Strategy, Not Guesswork
Know where you're visible in AI outputs—and exactly how to improve your answer share
AI Answer Share Dashboard
See your mention rate vs. competitors across AI systems, by topic and persona—updated weekly.
Citation Gap Analysis
Which of your pages are never cited, vs. competitor pages that are—organized by buyer journey stage.
Prompt Library by Persona + Stage
Pre-built prompts for CIO, CISO, procurement, ops—mapped to awareness, consideration, validation, purchase.
Content Improvement Briefs
For pages that should be cited but aren't, get structured guidance on E-E-A-T, schema, and claim reinforcement.
Brand Narrative Report
How AI systems describe your brand vs. competitors—with sentiment, accuracy scoring, and recommended corrections.
AI Citation Alerts
Get notified when a competitor page gains citation share or when new AI systems launch in your category.
Every AI Response is Stored with Full Context
Source Verification
Every citation links back to the original query, AI system, timestamp, and full response text.
Methodology Consistency
Same prompts, same frequency—compare this month vs. last month with confidence.
Persona + Stage Mapping
Every prompt is tagged to buyer persona and journey stage—so you know which gaps hurt conversion.
RBAC for Sensitivity
Restrict AI response visibility by team, market, or competitor—with audit logs for compliance.
See Your AI Answer Share
Run your first AI Discovery analysis and get a citation gap report in 48 hours.
ENTERPRISE-READY PLATFORM