Key Takeaways
- An AI visibility audit systematically checks how AI platforms describe, recommend, and position your brand
- Audit across all six platforms: Google AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and Reddit
- Use four query categories: brand, category, problem, and comparison queries
- Track five metrics: mention rate, accuracy, sentiment, competitor share, and citation sources
- Run comprehensive audits monthly with weekly spot-checks on high-priority queries
Definition: An AI visibility audit is a systematic evaluation of how AI-powered search engines and assistants describe, recommend, and position your brand when users ask relevant questions across multiple platforms.
Why AI Visibility Auditing Matters
If you do not know what AI platforms are saying about your brand, you cannot influence it. An AI visibility audit gives you a baseline measurement and identifies gaps, inaccuracies, and opportunities across the six major AI platforms.
This is fundamentally different from traditional SEO auditing. Traditional audits check rankings, technical health, and backlink profiles. AI visibility audits check what AI models say about your brand when asked.
Step 1: Set Up Your Audit Framework
Create your tracking spreadsheet
Set up a spreadsheet with these columns for consistent tracking:
| Column | Description | Example |
|---|---|---|
| Date | When the query was run | 2026-02-01 |
| Platform | Which AI platform | ChatGPT |
| Query Category | Brand / Category / Problem / Comparison | Category |
| Query Text | The exact query asked | "Best SEO tools for small business" |
| Brand Mentioned | Yes / No | No |
| Position | Where in the response (1st, 2nd, etc.) | N/A |
| Accuracy | 1-5 scale (is the description correct?) | N/A |
| Competitors Listed | Which brands appeared instead | Ahrefs, Semrush, Moz |
| Notes | Any observations | "Only mentioned enterprise tools" |
Define your query set
Prepare 15-20 queries across four categories:
Brand queries (3-5 queries)
- "What is [your brand]?"
- "Tell me about [your brand]"
- "[Your brand] review"
Category queries (5-7 queries)
- "Best [your category] tools"
- "Top [your category] platforms in 2026"
- "[Your category] software for [your target audience]"
Problem queries (3-5 queries)
- "How do I [problem you solve]?"
- "What tools help with [problem you solve]?"
- "Best way to [outcome you deliver]"
Comparison queries (3-5 queries)
- "[Your brand] vs [main competitor]"
- "[Competitor] alternatives"
- "Compare [your brand] and [competitor]"
Step 2: Run Queries Across All Six Platforms
Platform-specific tips
Google AI Overviews
Search in an incognito browser window to avoid personalization. Look for the AI Overview box at the top of results. Note whether your brand appears in the generated summary.
ChatGPT
Enable browsing mode for real-time results. Run each query as a new conversation to avoid context contamination from previous questions.
Perplexity
Note which sources Perplexity cites. If your pages are cited, that is a strong visibility signal. Track the specific URLs referenced.
Claude
Claude may note its knowledge cutoff. Focus on brand knowledge queries and note whether Claude knows your brand from training data.
Gemini
Access via Google AI Studio or the Gemini app. Similar to Google AI Overviews, Gemini leverages Google's search index.
Search for your brand name and product category across relevant subreddits. Note organic mentions, recommendations, and sentiment.
Step 3: Score Your Results
Five key metrics
| Metric | How to Calculate | Healthy Range |
|---|---|---|
| Mention rate | % of queries where your brand appears | Above 40% |
| Accuracy score | Average accuracy (1-5) across mentions | Above 4.0 |
| Sentiment | Positive / Neutral / Negative classification | Mostly positive |
| Competitor share | Your mentions vs competitor mentions | Equal or better |
| Citation sources | Which of your pages are referenced | Multiple pages cited |
Step 4: Identify Action Items
Common findings and fixes
- Brand not mentioned — Focus on entity building and content optimization. See our AI visibility optimization guide
- Inaccurate description — Update your website content, structured data, and llm.txt file with correct information
- Competitors dominate — Create comparison content and strengthen your authority signals
- Negative sentiment — Address the source of negative information, create positive content that counters it
Step 5: Establish Ongoing Monitoring
Recommended cadence
- Weekly: Spot-check 5 high-priority queries across ChatGPT and Perplexity
- Monthly: Full audit across all six platforms with complete query set
- Quarterly: Review trends, adjust query set, and update strategy
AI visibility auditing is the foundation of any GEO strategy. Without knowing your baseline, you cannot measure progress. Start with your first audit this week and build the habit of regular monitoring across all six AI platforms.
Frequently Asked Questions

Written by
Jose Antonio Mijares
SEO & GEO Expert | Founder at Ezeo
