Lantern
LLM Visibility TrackerBrand visibility tracker across ChatGPT, Perplexity, and AI search platforms
Overview
Lantern positions itself as a comprehensive solution for tracking brand presence across the emerging AI search landscape. Launched in 2025, the platform addresses a critical blind spot for brands and SEO professionals who need visibility into how AI models like ChatGPT, Perplexity, Google AI Overviews, and Claude mention and cite their content.
The tool combines traditional SEO metrics with AI-specific visibility data, creating a unified view of search presence that spans both human search behavior and AI-generated responses. This approach recognizes that consumers increasingly rely on AI platforms for research, product recommendations, and information gathering.
Unlike single-platform trackers or manual monitoring approaches, Lantern aggregates data from multiple AI sources into one interface. The platform distinguishes between simple brand mentions and actual citations where AI models reference your content as source material — a distinction that matters for understanding authority and trust signals in generative search results.
Score breakdown
Composite Score
40.2Our review
Lantern is a GEO analytics platform illuminating brand visibility across AI search engines with citation tracking and competitive analysis.
Pros
- ✓First-mover advantage in AI visibility tracking space
- ✓Addresses critical blind spot in modern SEO strategy
- ✓Unified dashboard for multiple AI platforms
Cons
- —Brand new company with no proven track record
- —No integrations or API capabilities
- —Unclear pricing and value proposition
Best for
Key features
Multi-Platform AI Tracking
Monitors brand mentions across ChatGPT, Perplexity, Google AI Overviews, and Claude in a single interface. Eliminates the need to check each platform manually.
Citation Analysis
Tracks when AI models cite your content as source material, not just mentions. Shows the difference between being referenced versus being recommended.
SEO Integration Dashboard
Combines traditional SEO metrics with AI visibility data to provide a complete picture of search presence across human and AI-driven queries.
Competitive Benchmarking
Compares your AI visibility against competitors to identify gaps in AI model awareness. Shows market share in the generative search landscape.
Pricing
| Plan | Price | Includes |
|---|---|---|
| Pricing Details | Not Available | Contact vendor for pricing information |
FAQ
Does Lantern track all major AI search platforms?
Yes, Lantern monitors ChatGPT, Perplexity, Google AI Overviews, and Claude. This covers the primary AI platforms where consumers are conducting research and getting recommendations.
How does AI citation tracking differ from mention tracking?
Citations track when AI models reference your content as a source, while mentions track when your brand is simply named. Citations typically indicate higher authority and trust in the AI's response.
Can I compare my AI visibility to competitors?
Yes, Lantern provides competitive benchmarking features that show how your brand performs against competitors across different AI platforms and query types.
Does this integrate with existing SEO tools?
Lantern combines AI visibility metrics with traditional SEO data in one dashboard, though specific integration details with third-party tools aren't publicly available yet.
AI Platform Coverage
Capabilities
AI Visibility Metrics
Content & Optimization
Entity SEO
Traditional SEO
Technical & Integrations
Integrations
Social Proof
Notable Customers
How does Lantern compare?
Side-by-side comparisons with AccuRanker AccuLLM, AI Brand Tracking, AI Rank Checker, and more.
aiseo.is Score
#20 of 78 in LLM Visibility Tracker
Review Sentiment
Last updated Feb 2026
Quick Facts
Target Market
Ideal for
Industries
Alternatives
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