Monitoring & Insights
Track how AI search engines perceive your brand, monitor competitive dynamics, and catch hallucinations before your customers find them. Daily automated insights across ChatGPT, Perplexity, Gemini, and Google AI Overviews.
Your Brand Through the Eyes of AI
Track five daily AI visibility metrics — visibility score, mention rate, citation share, content score, and off-site presence — across six major AI platforms.
See exactly how ChatGPT, Perplexity, Gemini, and Google AI Overviews perceive and recommend your brand. Track five key metrics daily — from raw visibility to content quality — so you can prove ROI on every optimization you make.
- Daily Share of Voice tracking across 6 AI platforms
- Brand Visibility, Mention Rate, Citation Share, Content Score, and Off-site Presence
- Trend indicators show momentum at a glance
Know Where You Stand — and Where They Don't
Compare your brand's AI visibility against up to six competitors simultaneously with real-time trend tracking and ranked performance scores.
AI recommendations are a zero-sum game. When a competitor gains visibility, you lose it. Track up to six brands simultaneously and watch the competitive dynamics shift in real time.
- Multi-brand visibility trend lines over time
- Ranked competitor table with visual score bars
- Spot emerging threats before they overtake you
| # | Competitor | SOV |
|---|---|---|
| 1 | LLuminary(You) | 57.2% |
| 2 | NNovaCraft | 31.4% |
| 3 | HHelios AI | 24.1% |
| 4 | PPebblework | 19.3% |
| 5 | AArcline | 16.0% |
| 6 | SSolterra | 12.5% |
Discover the Sources AI Trusts
Identify which websites and domains AI engines cite most when recommending brands in your category, so you can focus efforts where they matter.
AI engines don't make up answers — they pull from trusted sources. See exactly which websites and domains drive your citations, so you can focus link-building and PR where it actually moves the needle.
- Citation share trends over time
- Top citing domains ranked by impact
- Understand which content types earn citations
Wikipedia
en.wikipedia.org
Medium
medium.com
TechCrunch
techcrunch.com
Dev.to
dev.to
Monitor What Matters to Your Market
Define custom personas, topics, products, and locations to auto-generate monitoring prompts that match how your customers ask AI for recommendations.
Define the personas, topics, products, and locations that matter to your business. Sill auto-generates monitoring prompts from your configuration — no more guessing which questions to track.
- Build a library of personas, topics, products, and locations
- Auto-generate prompts from persona × product × location combinations
- Up to 10 concurrent monitoring prompts
AI Visibility Reports You Can Share
Generate downloadable PDF reports with visibility scores, platform breakdowns, competitive positioning, and prioritized GEO recommendations.
Generate comprehensive PDF reports that break down your AI visibility, sentiment, and competitive positioning. Share them with leadership, clients, or stakeholders — the data speaks for itself.
- Overall visibility score with breakdown by category
- Platform-by-platform analysis
- Actionable recommendations and GEO scoring
AI Visibility Report
Luminary — Feb 2026
Understand How AI Feels About Your Brand
Track brand sentiment scores from 0–100 across AI platforms to detect negative shifts early and measure the impact of your optimization efforts.
Visibility alone isn't enough — you need to know the quality of your mentions. Track brand sentiment across AI platforms to catch negativity early and capitalize on positive momentum.
- Sentiment score tracking from 0–100
- Neutral baseline reference for context
- Spot sentiment shifts before they become crises
Catch Hallucinations Before Your Customers Do
Detect when AI engines fabricate features, confuse your brand with competitors, or invent capabilities that don't exist using visibility-vs-sentiment mapping.
AI engines can misattribute features, confuse competitors, or invent capabilities. Brand Watch plots your position on a visibility-vs-sentiment map and alerts you to catastrophic hallucinations or mispositionings.
- Visibility × Sentiment positioning map
- Hallucination detection and mispositioning alerts
- Brand integrity monitoring with accuracy tracking
Hallucination Watch
AI engines misattributed a competitor's feature to your brand on 2 platforms.
Ready to see how AI sees you?
Start monitoring your AI visibility today with daily automated tracking across ChatGPT, Perplexity, Gemini, and Google AI Overviews.
Start monitoring your AI visibility today. See where you rank, who's gaining ground, and what you can do about it.