Know exactly where and why competitors outperform you in AI
Identify your AI Search visibility across engines and understand why competitors are being cited over you. See which URLs AI models prefer and how your brand is framed.
Four dimensions of AI visibility intelligence
Go beyond surface-level metrics. Understand the full picture of how AI engines perceive and present your brand.
Citation Analysis
See exactly which of your pages AI engines link to as sources, how often, and for which queries.
Sentiment Detection
Understand how each AI engine frames your brand — positive, neutral, or negative — across every response.
Competitive Gaps
Identify the prompts where competitors are cited and you're not, with actionable recommendations to close the gap.
Engine Comparison
Compare how different AI engines treat your brand differently, and optimize for the platforms that matter most.
See how each AI engine frames your brand
Different AI engines describe your brand differently. Superlines captures the full response text from every engine, tags sentiment, and shows you exactly how your brand is positioned in each answer.
- Full response text with sentiment tags
- Positive, neutral, and negative framing detection
- Side-by-side engine comparison
- Source URL tracking per response
Understand your competitive position
Track your brand's share of mentions versus competitors across all tracked AI engines. Identify where you lead, where you lag, and which platforms represent the biggest opportunity.
- Mention share breakdown by AI engine
- Competitor mention comparison
- Topic-level and region-level filters
- Trend tracking over time
Everything you need to diagnose your AI visibility
From high-level trends to per-prompt drill-downs, Superlines gives you the complete signal set.
- Top cited URLs ranked by citation frequency
- Per-engine sentiment breakdown with response context
- Share of mentions compared to tracked competitors
- Prompt-level drill-down with full AI response text
- Historical trend analysis for all visibility signals
- Citation gap analysis highlighting missed opportunities
Stop guessing. Start measuring.
Get the visibility signals that show exactly where and why you're winning or losing in AI Search.
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