LLM Brand
Visibility Tracker
Monitor how major AI models mention and rank your brand across prompts so you can see where you win, where you lag and how AI summaries tell your story.
✓ 7 day free trial • ✓ Results in minutes • ✓ No engineering required
See LLM brand visibility across models in one view
Use a single dashboard to see how often ChatGPT, Perplexity, Gemini, Claude, DeepSeek and Grok mention your brand and which models favor you most.
How LLM visibility tracking works
Track AI brand visibility systematically with a workflow that turns prompts and answers into cross model metrics.
Step 1
Build your prompt library
Include commercial, informational and comparative prompts that match the way buyers research your category in AI models.
Step 2
Connect brands and competitors
Define your brand and competitors so visibility metrics capture both direct mentions and share of voice across models.
Step 3
Run checks across engines
Automated monitoring queries ChatGPT, Perplexity, Gemini, Claude, DeepSeek, Grok and AI Overviews with your prompts.
Step 4
Analyze, export and act
Use unified dashboards to compare models, then export data to your BI stack and feed insights back into content and SEO.
LLM-Specific Features
Features designed to show how models collectively see your brand and where individual engines disagree.
Cross Model Visibility
See where you are included across engines for each prompt and which models consistently leave you out.
Sentiment and Consistency
Track how each model describes your product and whether tone and positioning stay consistent across engines.
Rank and Share of Voice
Treat LLMs like search engines and see which prompts you effectively “rank” for vs direct competitors.
Multi Engine Comparison
Compare answers from ChatGPT, Perplexity, Gemini, Claude, DeepSeek and Grok for the same prompts in one place.
Website Analysis Across LLMs
See which pages LLMs rely on when they describe your brand so you can tune site copy and structure for better AI visibility.
Who uses LLM brand visibility tracking
Built for teams that treat AI models as a real discovery channel, not just an experiment.
B2B SaaS and product companies
Understand how AI engines recommend your product in competitive queries and treat LLMs as part of your pipeline strategy.
SEO and growth teams
Add AI search metrics to your analytics stack so content and structured data work can be measured in LLMs, not just Google.
Agencies and consultants
Offer AI search visibility services to clients and report how their brands show up across the major LLMs.
Communications and PR teams
Track how AI models describe your brand and adjust messaging and evidence when narratives drift away from reality.
How this LLM tracking compares to industry alternatives
Built specifically for AI brand visibility across models, not limited to a single search engine or log file.
| Feature | Riff Analytics | Industry Average |
|---|---|---|
| Cross model LLM tracking | ChatGPT, Perplexity, Gemini, Claude, DeepSeek, Grok and AI Overviews | Single engine or channel only |
| Share of voice and rank metrics | Prompt-level rank and model level share of voice | Basic mention counts if anything |
| Competitor co-mention analysis | Unlimited competitors across all models | Few brands or manual spot checks |
| Cost per AI response | $49/mo (20 prompts, 1K URLs) | $99–499/mo (fewer tracked prompts) |
| Website AI analysis | Full site AI readiness checks across engines | Limited or engine specific views |
| Daily automated monitoring | Real time alerts and visibility trends | Weekly or manual checks |
LLM brand visibility tracking FAQ
Key questions about tracking brand mentions across large language models and how that connects to SEO and AEO.
Choose your AI‑SEO plan
Get AI visibility tracking, citation gap analysis, and competitor benchmarking.
All plans include full access to AI engine optimization tools.
Start tracking your brand across LLMs
Large language models are now part of how buyers research, compare and shortlist tools. Start measuring LLM visibility so you can shape how AI tells your story.