How to Test Your AI Visibility
A systematic method to test whether ChatGPT, Claude, Perplexity, and other AI systems know about and accurately describe your brand.
Before you can improve your AI visibility, you need to know where you stand. This guide shows you how to systematically test what AI systems know about your brand and identify gaps.
Step-by-Step Guide
Test brand awareness queries
Ask each major AI assistant 'What is [Your Company Name]?' and evaluate the response. Does it know you exist? Is the information accurate and current?
Tips:
- Test on ChatGPT, Claude, Perplexity, and Gemini
- Document responses for comparison
- Note any inaccuracies or outdated information
Test category queries
Ask 'What are the best [your category] tools/companies?' and see if you're mentioned. This reveals your competitive positioning in AI recommendations.
Tips:
- Try multiple phrasings of the question
- Note which competitors are mentioned
- Check if your key differentiators are captured
Test product/service queries
Ask specific questions about your products or services: 'What does [Product] do?' and 'What are the features of [Product]?'
Tips:
- Test all major products/services
- Check feature accuracy
- Note missing or incorrect information
Test Perplexity citations
Search for your topic on Perplexity and check if your site appears in citations. Perplexity provides visible source attribution.
Tips:
- Search for queries you should rank for
- Check which competitors are cited
- Note the types of content that get cited
Document and compare
Create a scorecard comparing your AI visibility across platforms and versus competitors. Track this monthly to measure improvement.
Tips:
- Create a simple spreadsheet tracker
- Score on a 1-5 scale for each dimension
- Set up monthly testing cadence
Common Mistakes to Avoid
Testing only once and not tracking over time
Only testing on one AI platform
Not comparing against competitors
Ignoring Perplexity citation visibility
Not documenting baseline before optimization
Expected Results
Clear understanding of current AI visibility
Identification of specific gaps to address
Competitive intelligence on AI positioning
Baseline metrics to track improvement
Frequently asked questions
How do I test if AI understands my brand?
Ask ChatGPT, Claude, Perplexity, and Gemini 'What is [your company]?' and 'What are the best [your category] tools?' on a fixed set of prompts, then score each response for accuracy, completeness, and whether you're mentioned at all. Repeat monthly with the same prompts so results are comparable over time.
What's a good AI visibility score?
There's no universal benchmark — it depends on your category and competitive set. What matters is the trend: are you mentioned in a growing share of your test prompts month over month, and are you catching up to or pulling ahead of the competitors tested on the same prompts?
How often should I monitor AI visibility?
Test prompt-level visibility (brand awareness, category, product queries) at least monthly, since AI retrieval indexes update frequently and results can shift between runs. If you're actively working on fixes, weekly spot-checks on your highest-priority prompts help you see whether changes are having an effect before the next full monthly pass.