Ansly's AI visibility testing methodology combines three complementary analysis approaches to produce accurate, actionable scores. First, we render each page in a real Chromium browser using Playwright to capture exactly what AI crawlers see, including JavaScript-rendered content and dynamically loaded elements. Second, we evaluate 147 individual factors across 12 categories using automated checks for schema markup completeness, content structure, entity recognition signals, and technical accessibility. Third, we query ChatGPT via the OpenAI API and Perplexity with brand-relevant prompts to measure actual mention rates (currently averaging 23% for well-optimised sites), citation frequency, response position, and factual accuracy. This three-stage process completes in under 90 seconds and produces a score from 0-100 with specific recommendations for each category.
How Ansly Measures Your AI Visibility
From URL to actionable insights in 90 seconds. Our scanner analyses 147 factors across 12 categories to measure how well AI platforms can find, understand, and cite your content.
Try a Free ScanEnter Your URL
Paste any publicly accessible webpage URL into our scanner. No signup required for your first scan. We accept any URL — your homepage, blog posts, product pages, or landing pages.
- No signup required for first scan
- Works with any public URL
- Scan homepage, blog posts, or product pages
- HTTPS and HTTP supported
We Analyse 147 Factors
Our scanner performs a comprehensive analysis across 12 categories. We check AI crawler access, entity recognition, content extractability, schema markup, freshness signals, and more. We also send live queries to ChatGPT and Perplexity.
- 12 categories of AI visibility
- Technical + content + entity analysis
- Live AI platform testing (Pro)
- Cross-reference with knowledge bases
Get Your AI Visibility Score
Receive a detailed report with your overall score and breakdown by category. Each factor includes a pass/partial/fail rating and specific recommendations. See exactly what to fix and why it matters for AI visibility.
- Overall score out of 100
- Category-by-category breakdown
- Pass/partial/fail for each factor
- Specific, actionable recommendations
Improve and Track
Implement recommendations and rescan to track your progress. Pro users get historical tracking to see how their score improves over time. Compare against competitors to benchmark your AI visibility.
- Track score changes over time
- Compare against competitors
- Monitor AI platform mentions
- Get alerts on score changes
Technical Deep Dive: How We Test AI Visibility
Updated Feb 2026Page Rendering
We render your page in a real Chromium browser using Playwright to capture exactly what AI crawlers see, including JavaScript-rendered content. Average render time: 1.5 seconds.
Factor Analysis
We evaluate 147 factors across 12 categories using automated checks for schema markup, content structure, entity recognition, and technical accessibility. Analysis takes approximately 12 seconds.
Live AI Testing
We query ChatGPT and Perplexity APIs with 8-16 brand-relevant prompts to measure actual mention rates, citation frequency, and response accuracy. Testing takes 60-75 seconds.
Methodology version 2.3 · Continuously refined based on AI platform algorithm updates and industry research.
What Our Scanner Checks
147 factors grouped into 12 categories covering every aspect of AI visibility.
Technical Access
- robots.txt analysis
- llms.txt detection
- JavaScript rendering
- Response time
Entity Recognition
- Wikipedia presence
- Wikidata lookup
- Knowledge Graph check
- Brand search volume
Content Quality
- Passage extractability
- Self-contained answers
- Claim specificity
- Evidence quality
Schema Markup
- JSON-LD validation
- Article schema
- FAQPage schema
- Organization schema
Freshness Signals
- Visible dates
- Schema dates
- HTTP headers
- Content currency
Live AI Testing
- ChatGPT queries
- Perplexity queries
- Mention analysis
- Citation detection
Common Questions
A typical scan completes in about 60-90 seconds. We check your page's accessibility, analyse your content, query external knowledge bases and AI platforms, and compile your report — all in under two minutes.
Start with your homepage or most important landing page. Each scan analyses one URL. For a comprehensive view, scan your homepage, key product pages, and top blog posts. Pro users get unlimited scans to cover their entire site.
Yes. We only access publicly available content on your website — the same content any visitor or AI crawler would see. We don't store your content long-term. Scan results are encrypted and only accessible to you.
Pro and Team plan users can export detailed PDF reports. These include all 147 factors, your scores across 12 categories, and specific recommendations for improvement. Reports are formatted for sharing with stakeholders or clients.
Ready to See Your AI Visibility Score?
Enter your URL. Free scan. Results in 90 seconds.