Free Seshes AI Visibility Report
The AI Visibility Report is your brand’s snapshot into how large language models (LLMs) see you. Think of it as a mirror into the “AI search engine” world -showing your visibility, presence, sentiment, competitors, and sources.
Here’s a breakdown of each section, what it means, and how you can use it:
How to Read Your AI Visibility Report (/report-single)
Section 1: Brand Reach – How AI is talking about your brand
1 Presence Percent
- What you see: A presence metric indicating whether your brand was mentioned at all in tested prompts.
- What it means: Even if visibility is low (not ranking high), presence tells you if models are aware of your brand.
- Takeaway: Use this to track baseline awareness—aim to move from presence → visibility.
2. Visibility Score
- What you see: A visibility score and chart showing how often your brand appears in responses across models like ChatGPT, Claude, Gemini, Perplexity, Grok, and others.
- What it means: Higher visibility = more likely your brand shows up when users ask about your industry.
- Takeaway: If your visibility is low in certain models, you may need more optimized content or better authority in that ecosystem.
3. Sentiment Gauge
- What you see: A half-doughnut or meter showing overall sentiment: positive, neutral, or negative.
- What it means: This is how LLMs “frame” your brand when they mention you.
- Takeaway: If negative sentiment is high, review your online footprint—press coverage, reviews, or competitor messaging may be shaping this.
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4. Model Visibility
- What you see: Performance by each LLM (OpenAI, Claude, Gemini, Perplexity, Grok, DeepSeek, Llama4, Copilot).
- What it means: This tells you how you perform on each models when asked about your industry.
- Takeaway: Review the takeaways by each model, study your content, PR, or citations. This is where you find opportunities for growth.
Section 2: Competitors – How you stack up against the competition
5. Competitor Performance
- What you see: Tables and charts ranking competitors alongside you—showing overlap, frequency, and position above/below your brand.
- What it means: This tells you who else the models surface when asked about your industry.
- Takeaway: If a competitor always appears above you, study their content, PR, or citations. This is where you may need to defend or extend your visibility.
6. Model Performance by Brand
- What you see: A breakdown of how each AI model ranks you versus competitors.
- What it means: Models don’t all behave the same. You may dominate in GPT-4 but lag in Gemini or Perplexity.
- Takeaway: Optimize content for weaker models. For example, Gemini favors structured web data, Perplexity favors fresh links and citations.
7. Prompt Wins by Model
- What you see: Which specific prompts your brand won (appeared highest).
- What it means: This shows where you already shine.
- Takeaway: Lean into these areas—double down on content, PR, or partnerships around winning prompts.
Section 3: Topics – which terms are most associated with your brand or industry
8. Topic Review
- What you see: How well your brand surfaces in different focus areas (keywords or topics you set).
- What it means: Not all topics are equal—LLMs may know you for one product line but miss others.
- Takeaway: Fill topic gaps by publishing more authoritative content in areas where you’re weak.
Section 4: Citations -Which external sites are cited the most often
9. Citations & Sources
- What you see: Links, references, or text snippets that models used.
- What it means: This is the trail of evidence—where LLMs are pulling from.
- Takeaway: Audit these sources. If they’re outdated or competitor-heavy, improve your presence on more trustworthy domains (Wikipedia, media sites, niche directories).
Final Thoughts
Your Snapshot Report isn’t just a scorecard—it’s a diagnostic tool. Use it to answer three key questions:
- Are we being seen? (visibility/presence)
- How are we being perceived? (sentiment)
- Who are we up against? (competitors/sources)
Run this regularly to track progress and catch early signs of shifts in AI search visibility.
Find out what LLMs are saying about your brand
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Frequently Asked Questions
When you run a Sesh, the Snapshot Report gives you a one-time, point-in-time analysis of your brand across major LLMs. Inside the report you’ll see:
Overall Scores
Visibility Score – how well your brand ranks in “top lists” across LLMs.
Presence Score – how often your brand shows up at all in responses.
Sentiment – whether your mentions are positive, neutral, or negative.
Model Breakdown
Performance by each LLM (OpenAI, Claude, Gemini, Perplexity, Grok, DeepSeek, Llama4, Copilot).
See which models favor your brand and where you’re missing.
Prompt Analysis
Each prompt tested, with your rank and context from the LLM’s answer.
Highlighted mentions of your brand and competing brands.
Competitor Mentions
Which competitors appear most often alongside you.
Head-to-head comparisons in leaderboard-style prompts.
Response Details
Full AI-generated answers so you can see exactly how LLMs describe your brand.
Benchmark your brand – Treat each report as a timestamped snapshot of how LLMs currently see you.
Spot gaps – Look for LLMs or prompts where your brand doesn’t appear at all.
Track competitors – See which rivals dominate leaderboards and what language is used.
Guide content strategy – Use low visibility/presence areas to inform FAQ pages, comparison content, or brand messaging.
Monitor sentiment – Make sure AI models are describing your brand in a positive and accurate way.
The snapshot report uses a total of 6 prompts across 8 different LLMS.
3 Brand Related Prompts
Brand Prompts are questions you or a user might ask about your brand specifically. i.e., Tell me about {your brand}? What do users say about {your brand}? How is {your brand} defining their industry?
3 Leaderboard Prompts
Leaderboard (or competitor) prompts are questions a user might ask to explore a wider market and understand the competitive landscape. Examples include: What are the top 10 solutions in {Your Industry) market? Who are the leading providers of {service} in the Bay Area? What emerging trends are shaping {your product} industry?
Upgrade to add more prompts.
When running a sesh, each prompt is run through ChatGPT, Gemini, Perplexity, Claude, DeepSeek, Copilot, LLama, Grok
CLICK HERE to get a free snapshot report of your brand’s presence in AI search. Find out what leading Large Language Models like ChatGPT, Gemini, Grok & Claude are telling prospect customers about your brand.
Now that you have an idea where your brand is being ranked in LLM answers, it’s time to start optimizing your site, you can access more reports by choosing a plan HERE
