From SEO to LLMs: Why Your Brand’s Next Ranking Battle Is Inside AI Models
Search is no longer a list of links—it’s one AI-generated answer. Here’s why your brand’s visibility now depends on how LLMs describe you.
If AI can’t find you, buyers won’t.
Your buyers are talking to ChatGPT, not typing on Google.
LLMs are quietly defining market perception every day.
Track what they say before your competitors do.
Deploy faster
Everything you need to understand how AI sees your brand
Mentions (last 7 days) Live
Performance
Real-Time Mentions Across LLMs
Track how often ChatGPT, Claude, Gemini, and Perplexity mention your brand — updated daily.
Discovery
Find Who Else AI Talks About
Uncover new competitors mentioned alongside your brand — even ones you’ve never heard of.
Model-wise Comparison
Compare Mentions by Model
Understand which model favors you most — ChatGPT, Claude, Gemini, or Perplexity and many more.
Mentions vs sentiment Scatter view
Benchmarking
Know Exactly Where You Stand
Benchmark your performance vs. top competitors with rank, sentiment, and share-of-voice data.
Early Adopter Edge
Be the Brand AI Recommends First
Early adopters are already optimizing for AI-driven discovery. Join them before competitors own the conversation.
Inside the product
Dashboards that match what customers see.
These are the same control panels growth teams use to monitor AI visibility across models. Connect a workspace and every tile becomes live with your own mentions, sentiment, and coverage.
Total Mentions
2,847
Across timeframe
Average Visibility
63%
Share of runs mentioning you
Net Sentiment
+18%
Positive minus negative
Models Covered
8
LLMs tracked
Visibility trend
Percentage of prompt runs mentioning your brand
Sentiment trend
Positive, neutral, and negative mentions
Total mentions
Track your brand vs competitors
Tracked competitors
Impact map
Mentions vs sentiment
Top-right: High visibility with positive sentiment.
Bottom-right: High mentions but negative tone — reputation watch.
Bubble size reflects total mentions. Your brand bubble is highlighted.
Top performers
Celebrate the prompts pulling the loudest, most positive conversation.
#1
I need unbiased user opinions comparing Notion's customization features versus Airtable.
Mentions
252
Runs
33
Visibility lift
252
#2
Find honest user reviews discussing the learning curve for new users adopting the platform.
Mentions
166
Runs
26
Visibility lift
166
#3
What are recent G2 reviews saying about the stability of Notion's database functions?
Mentions
82
Runs
29
Visibility lift
82
Sentiment breakdown
Share of positive, neutral, and negative mentions.
Pages Needs Work
24
Score < 60
Optimized Pages
186
Score ≥ 80
Tracking Results
2,847
LLM responses analyzed
Looks familiar?
Connect your workspace and your numbers update instantly.
Why AI Visibility Matters
The way people discover brands has changed forever.
Search is no longer where discovery starts — it’s in AI conversations. ChatGPT, Claude, and Gemini are shaping buyer perception before anyone even types on Google. If your brand isn’t visible in these responses, your competitors already are.
AI Mentions
Know when you’re talked about. Track how often your brand appears in ChatGPT, Claude, Gemini, and Perplexity responses — in real time.
Sentiment Pulse
See what tone AI uses for you. Measure positivity, neutrality, and risk signals in how models describe your brand.
Competitor Discovery
Uncover who’s winning AI visibility. Find brands LLMs mention alongside yours — even ones you didn’t know you were competing with.
Visibility Rank
Benchmark your brand’s share of voice. See where you stand in AI answers and track ranking shifts week over week.
More than 240,000 AI responses analyzed every week
Updated every 12 hours to reflect new AI mentions and visibility shifts
Over 4 leading LLMs tracked for mentions, rank, and sentiment
Prompt Intelligence
The engine behind every insight.
LLMNarrative doesn’t just monitor mentions — it runs smart prompts across ChatGPT, Claude, Gemini, and more to uncover how your brand appears in real AI conversations. Every query, every model, every insight — automated, measurable, and on your terms.
- Auto-suggested prompts.
- AI-curated prompts identify new brand mentions and competitor patterns automatically.
- Multi-model coverage.
- Run your analysis simultaneously across leading LLMs — OpenAI, Anthropic, Google, and Perplexity.
- Scheduled insights.
- Track daily, weekly, or campaign-based visibility — without manual setup or guesswork.
Deeper Visibility. Smarter Insights.
Everything you need to understand your brand’s AI presence.
LLMNarrative turns thousands of AI responses into a clear story about your brand — revealing who mentions you, how often, in what tone, and alongside which competitors.
Visibility Trend
See your rise before anyone else.
Track how visibility shifts across ChatGPT, Claude, Gemini, and Perplexity — week by week — so you can celebrate wins and intervene early.
Total Mentions
12,480
Last 30 days
+18% vs previous period
- ChatGPT
- 46%
- Claude
- 32%
- Gemini
- 22%
Sentiment Pulse
Understand how AI feels about you.
Measure tone and emotional context behind every mention — from praise to friction — to stay ahead of perception shifts.
Tone Breakdown +9% Positive
Positive 62%
Neutral 23%
Critical 15%
Competitor Discovery
Find out who you’re up against.
See which brands appear alongside you and how your share compares — including emerging challengers.
LLMNarrative 78%
DreamForge 54%
NarrativeIQ 41%
PromptLabs 27%
Model Performance
Know where you’re winning visibility.
Compare presence across major AI models to uncover which channels champion your brand — and where to improve.
LLM comparison
Model reach snapshot
Share of voice · rolling 30 days
LIVE
Week 42
Strongest lift
ChatGPT
+12 pts vs previous week
Needs attention
Perplexity
Opportunity in tutorials
Time to first mention
0.8s
ChatGPT replies cite you before any competitor.
Emerging lift
+34%
Gemini workflows boost share when use cases show proof.
From the blog
Learn how brands are winning visibility in conversations led by AI.
The New Visibility Metric: How to Measure Your Brand Inside AI Conversations
SEO tells you who clicks. AI visibility tells you who gets mentioned. Here’s why tracking your brand inside LLM conversations is now non‑negotiable.
The Silent Shift: How AI Models Are Deciding Your Brand’s Future (and You’re Not Even Watching)
LLMs already shape how buyers trust brands. If you’re not measuring how AI talks about you, you’re invisible in the conversations that matter most.
Don’t Wait for the Market to Catch Up
Be the brand AI recommends first.
Every day, LLMs reshape how buyers discover and compare brands. Early adopters are already optimizing their visibility — before search, before ads, before anyone else. Join them before your competitors own the conversation.