LLM Insight tracks your brand mentions and citations across AI Overviews, ChatGPT, Gemini, and Perplexity.
Quantify how much organic traffic AI is diverting, and build a data-driven AI strategy.
AI answers now dominate search results.
"Rankings are stable, but traffic keeps dropping" is the new normal.
Google Analytics shows a steady drop, but rankings haven't changed. The real cause? AI answers are satisfying users before they click.
Less traffic means fewer conversions. Compensating with paid ads drives up CPA, eroding overall marketing ROI.
You sense the problem but can't quantify it. Without data, it's nearly impossible to secure budget for AI-era strategies.
AI Overviews appear at the very top of search results and occupy most of the visible area.
Users get answers from AI without visiting your site. The traditional traffic playbook no longer works.
Identify the root cause of traffic loss and build a data-driven AI strategy.
Make every marketing dollar count with clear ROI visibility.
Measure how much opportunity AI is taking: appearance rates, brand mention frequency, citation sources, and more.
Analyze what gets cited by AI, study competitor content, and identify the specific actions you need to take.
Visualize the impact of your efforts. Report to leadership with confidence, turning AI from a threat into a growth engine.
Understanding the new marketing strategies
for the AI era
Optimizing your content so that AI chatbots like ChatGPT and Gemini correctly recognize and recommend your brand.
Optimizing for AI-powered search engines (Perplexity) and AI-enhanced search (Google AI Overviews). A holistic approach combining traditional SEO with AI strategies.
Understanding how LLMs process and retrieve information, then strategically creating content that is more likely to appear in AI responses.
The first step in GEO/AIO strategy is understanding your current state.
Find out how AI sees your brand today.
For marketers who need to quantify how much organic traffic AI search is capturing or protecting —
a new analytics platform for the AI era.
Go beyond traditional SEO reports and understand the new metrics that matter in the age of AI search.
Quantitatively analyze your brand's presence in AI responses and feed insights into your strategy.
Visualize how AI platforms portray your brand and align your brand strategy with AI-era realities.
Core capabilities of the LLM Insight platform.
Covering the major AI assistants, with more coming soon
Google Search's AI feature
OpenAI's latest models
Google's advanced AI model
The AI-native search engine
Microsoft's AI assistant
Anthropic's conversational AI
Comprehensive features at a competitive price
| Feature | LLM Insight | Profound (US) |
Otterly AI (EU) |
Ahrefs Brand Radar (Singapore) |
Semrush (US) |
|---|---|---|---|---|---|
| AI Overview Monitoring | ✓ | ✓ | ✓ | ✓ | ✓ |
| ChatGPT / Gemini / Perplexity | ✓ | ✓ | ✓ | ✓ | ✓ |
| Citation Source Analysis | ✓ | ✓ | ✓ | △ | ✓ |
| Content Optimization Suggestions | ✓ | ✓ | △ | × | △ |
| GA4 / Search Console Integration | ✓ | ✓ | × | × | ✓ |
| Japanese Language Support | ✓ | × | × | △ | △ |
| Setup Time | 5 minutes | Sales required | Self-serve | Moderate | Moderate |
| Starting Price | $132/mo | Enterprise pricing | $29/mo | $828/mo | $139.95/mo |
Prices as of February 2026. Ahrefs pricing requires base plan ($129/mo+) plus Brand Radar add-on ($699/mo+).
Deeper analysis and more direct business value
Visualize LLM-driven sessions and conversions in graphs. See exactly how much revenue AI chatbot referrals contribute to your business.
2026 ReleaseGet AI-powered suggestions for content improvements. Understand which queries will trigger recommendations and how to position your brand.
Spring 2026 ReleaseContact us for details
Common questions about LLM Insight
AI brand visibility refers to how your brand or products are mentioned and recommended when users ask questions to AI assistants like ChatGPT, Gemini, or Perplexity.
LLM Insight automatically queries AI platforms with industry-relevant prompts and analyzes the responses for brand mentions, citation sources, and competitor positioning. You can customize the keywords and question patterns to monitor. This process runs continuously to track changes over time.
ChatGPT exceeds 5 billion monthly visits, and Google AI Overviews appear in over 15% of search results. Users increasingly rely on AI for purchase decisions. Brands that are not mentioned by AI are missing significant opportunities for discovery and conversion.
B2B SaaS, e-commerce, education, financial services, and any business where online visibility drives growth. It's especially effective in competitive markets where purchase decisions involve information gathering.
You can start monitoring within 5 minutes. After creating your account, simply register your brand name and target keywords. No complex setup or technical knowledge required. Your first report will be available within 24 hours.
LLM Insight offers comprehensive AI platform coverage (4 platforms supported, 2 coming soon), citation source analysis, content optimization recommendations, and organic impact analysis. We also provide full Japanese language support for businesses targeting the Japanese market, with competitive pricing starting at $132/month.
Start today and stay ahead of the competition