GEO Analysis for
Start here — fix the blockers first
Moderate
GEO crawlability score
Top issue — Schema appears JS-injected — not readable by static crawlers.
Content quality doesn't matter if AI crawlers can't reach it. This audit covers rendering, structure, discoverability, and citation signals.
Can AI bots reach your page?
Does your HTML tell AI what's important?
Div soup
Detected
depth 12 · 5% semanticHow to fix
Improve structureReplace nested <div> wrappers with semantic tags: <main>, <section>, <article>, <aside>. Target max depth < 8.
FAQPage schema missing.
How to fix
Recommended fixAdd FAQPage schema to your JSON-LD:
{
"@context": "https://schema.org",
"@type": "FAQPage",
"mainEntity": [
{
"@type": "Question",
"name": "What is ai safety research platform?",
"acceptedAnswer": {
"@type": "Answer",
"text": "A brief description of what you do."
}
},
{
"@type": "Question",
"name": "How does ai safety research platform work?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Explain how your product/service works."
}
},
{
"@type": "Question",
"name": "Who is ai safety research platform for?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Describe your target audience."
}
},
{
"@type": "Question",
"name": "How much does ai safety research platform cost?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Specify pricing or that it's free."
}
},
{
"@type": "Question",
"name": "How is ai safety research platform different from alternatives?",
"acceptedAnswer": {
"@type": "Answer",
"text": "Your key differentiators."
}
}
]
}Organization schema missing.
How to fix
Recommended fixAdd Organization schema:
<script type="application/ld+json">
{
"@context": "https://schema.org",
"@type": "Organization",
"name": "ai safety research platform",
"url": "https://www.anthropic.com",
"logo": "https://www.anthropic.com/logo.png",
"description": "Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems."
}
</script>Can AI systems find your content?
llms.txt is an emerging standard (like robots.txt for AI).
How to fix
Create llms.txtCreate /llms.txt: # www.anthropic.com > One sentence describing what you do. ## Key pages - [About](https://www.anthropic.comabout) - [Product](https://www.anthropic.comproduct)
No llms.txt found.
How to fix
Recommended fixCreate /llms.txt: # ai safety research platform > Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems. This file provides guidance for AI assistants and search crawlers. ## What ai safety research platform Is AI research and that put safety at the frontier AI will have a vast impact on the world. Anthropic is a public benefit corporation dedicated to securing its benefits and mitigating its risks. ## Key Pages - [About](https://www.anthropic.com/about) - [Product/Service](https://www.anthropic.com/) - [Contact](https://www.anthropic.com/contact)
Does your content give AI reasons to cite you?
No definition-first opening. AI looks for "[Brand] is a..." structure to extract as an answer snippet.
How to fix
Add definition openingStart your hero with: "ai safety research platform is a [category] that helps [audience] [do thing]."
No quantified claims. Vague claims are ignored; specific numbers are cited.
Detected
0 foundHow to fix
Add statisticsAdd specific numbers: "10,000+ customers" instead of "many customers" "50% faster" instead of "significantly faster"
Schema appears JS-injected — not readable by static crawlers.
Manual fix required
Schema appears JS-injected — not readable by static crawlers.
Suggested approach:
Low semantic tag ratio: 4.8% (target ≥ 8%).
How to fix
Recommended fixReplace nested <div> wrappers with semantic HTML5 tags:
<!-- Before: Div soup -->
<div class="container">
<div class="content">
<div class="section">
<div>Your content</div>
</div>
</div>
</div>
<!-- After: Semantic structure -->
<main>
<section>
<article>
<!-- Your content -->
</article>
</section>
</main>
Target: max div depth < 8 and semantic ratio ≥ 8%.No freshness signal (<time> or article date meta).
How to fix
Recommended fixAdd a publication/modified date to your content: <!-- Option 1: HTML5 time element --> <time datetime="2026-07-05">2026-07-05</time> <!-- Option 2: Meta tags in <head> --> <meta property="article:published_time" content="2026-07-05T00:00:00.000Z" /> <meta property="article:modified_time" content="2026-07-05T00:00:00.000Z" />
No markdown alternate (?format=markdown or /page.md).
How to fix
Recommended fixServe your content as Markdown when ?format=markdown is requested. Add an endpoint that detects the ?format=markdown parameter and returns your content as plain text/markdown instead of HTML. Implementation approaches: - URL parameter: ?format=markdown triggers markdown output - Separate endpoint: /api/markdown returns markdown version - Middleware: Intercept requests and return markdown when parameter is present Set the Content-Type header to 'text/markdown' so AI crawlers recognize it. Most static site generators and frameworks have built-in support for this pattern. Check your framework's documentation for implementation details.
6
improvements found
High Priority
1Now
401 words, 20 paragraphs
Target
600+ words with substantive explanations
Why it matters
More content = more context for AI = better summaries.
How to fix
Add ~199 more words across 2-3 new sections
Expand existing sections with specific examples
Add a customer use case or scenario
Opportunities
4Now
Hero length: 33 words
Target
40+ words explaining who you serve and what you do
Why it matters
Short heroes miss critical context. AI front-weights this section.
How to fix
Add ~7 more words to your hero
Answer these three questions:
1. What is this product/category?
2. Who is it for?
3. What can they achieve with it?
Keep it substantive: specifics > adjectives
Now
0 quantified claims
Target
3+ specific numbers or metrics
Why it matters
Numbers build credibility and help AI extract concrete facts.
How to fix
Add specific numbers to your content:
• Customer count ('Used by 10,000+ teams')
• Speed improvements ('50% faster processing')
• Time saved ('Saves 20 hours/week')
• Scale ('Processes 1M requests/day')
Replace vague claims ('high performance') with metrics ('99.9% uptime')
Now
0 FAQ questions
Target
5+ FAQ questions with answers
Why it matters
FAQs are directly quoted by AI in 'People also ask' and direct answers.
How to fix
Add 5+ FAQ questions to your page
Common questions to answer:
• 'What is [product]?'
• 'Who is it for?'
• 'How does it work?'
• 'How much does it cost?'
• 'How is it different from X?'
Implement FAQPage schema for maximum AI visibility
Now
No structured identity or FAQ schema found
Target
FAQPage + Organization schema, one consistent definition per type
Why it matters
FAQPage schema is verbatim-quoted by AI in direct answers. Organization schema gives AI a machine-readable identity anchor. Conflicting duplicate definitions of the same type create ambiguity about which data is authoritative — this matters more than where the script tag sits in the document.
How to fix
Add Organization schema:
<script type="application/ld+json">
{"@context":"https://schema.org","@type":"Organization","name":"Anthropic","description":"Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems","url":"https://www.anthropic.com"}
</script>
Add FAQPage schema for your top 5 questions:
{"@type":"FAQPage","mainEntity":[{"@type":"Question","name":"What is Anthropic?","acceptedAnswer":{"@type":"Answer","text":"Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems"}}]}
Suggested FAQ questions for Anthropic:
"What is Anthropic?", "Who uses Anthropic?",
"How does Anthropic work?", "What does Anthropic cost?",
"How is Anthropic different from alternatives?"
Polish
1Now
0 tables
Target
2+ tables for comparison or pricing
Why it matters
Tables help users and AI compare options side-by-side.
How to fix
Add a feature comparison table
Or a pricing table with plans/tiers
Ensure tables are semantic <table> markup, not images
Label columns clearly and use consistent units
Needs work
AI content score
Top issue — State your category explicitly in the very first sentence of your homepage. Do not assume visitors (or AI) already know what you are.
The site scores 58.42, indicating that the AI has a good initial understanding of the content. The AI immediately and clearly comprehends the site throughout, recognizing it as an AI safety research platform. This understanding is crucial for effective AI visibility.
Two key issues hinder better AI understanding: the introductory section lacks sufficient context, and the overall content is too sparse. The AI relies heavily on the initial section, so adding more information there would be beneficial. Additionally, the lack of detailed content means the AI has limited context to work with, making it harder to extract relevant information.
Adding more content, particularly in the introductory section, would significantly improve AI visibility. By expanding this section with a few more words, the AI would have a clearer understanding of the site's purpose and context. This change would make a substantial difference in how the AI processes and summarizes the site's information, and implementing this fix will noticeably enhance the site's AI visibility.
How clearly your page communicates what you do to AI.
No FAQ content detected. FAQ sections help answer common user questions directly.
How to fix
Add 5+ FAQ questions as visible HTML and as FAQPage JSON-LD in <head>.
No quantified claims detected. Specific numbers (users, revenue, speed) build trust.
How to fix
Replace vague claims with numbers — user count, speed improvement, time saved.
No tables detected. Tables with feature comparisons or pricing increase clarity.
How to fix
Add a semantic <table> for feature comparisons or pricing tiers.
AI understanding curve
How quickly AI grasps your site as it reads deeper
AI understands your site immediately and the picture stays clear throughout. Strong identity signals appear in the first section and hold up across the page. First clear identity signal found in the hero section.
First look
Above the fold
After scroll
Mid-page
Full page
Everything read
Content metrics
401
600+ recommended
16.8
15–20 ideal
60%
Higher = less filler
8
More = richer AI context
Derived from your page signals — what AI would say if asked about you.
Anthropic is a research and development platform offering tools and resources for learning about AI safety and exploring reliable, interpretable AI systems.
How AI categorises and understands your product or service.
What type of page AI thinks this is.
No misrepresentation risks detected
AI should accurately describe your site.
Signals that support AI's understanding of your site.
5 specific capabilities identified
Category identified: ai safety research platform
Title is clear and descriptive
Meta description is informative
Target audience: researchers, developers
User context understood: Researchers and developers interested in AI safety come to this site to learn ab
Why AI is confident
High confidence. LLM identified specific user actions, target audience, and category from your content.
How AI scores different intents for your site.
Pages AI can discover across your domain
27
Total pages
12
Core pages
Product, About…
15
Blog posts
Articles & news
0
Reference
Docs & guides
Hover a badge to see detection source
0
in llms.txt
0
missing
27
total found
llms.txt not present — no cross-reference possible.
Page Metadata
The first signals AI reads. A clear title and description give AI an immediate anchor.
Page title
AI research and products that put safety at the frontier
Meta description
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
What AI sees first
The very first content AI encounters — before scrolling. A vague hero means AI guesses from the start.
AI research and that put safety at the frontier AI will have a vast impact on the world. Anthropic is a public benefit corporation dedicated to securing its benefits and mitigating its risks.
Page headings
AI uses headings as a content map.
AI research and products that put safety at the frontier
Announcing Fable 5
Latest releases
Redeploying Fable 5
Introducing Sonnet 5
Announcing Claude Science
At Anthropic, we build AI to serve humanity’s long-term well-being.
Core views on AI safety
Anthropic’s Responsible Scaling Policy
Anthropic Academy: Build and Learn with Claude
Content AI read
Actual paragraphs extracted from your page.
AI will have a vast impact on the world. Anthropic is a public benefit corporation dedicated to securing its benefits and mitigating its risks.
The next generation of intelligence.
The export controls on Fable 5 and Mythos 5 have been lifted. Fable 5 will be available starting tomorrow, Wednesday, July 1, to users globally.
Commitments Initiatives Claude's Constitution Claude Corps Policy on the AI Exponential Transparency Responsible Scaling Policy Trust center Security and compliance
Learn Learn Anthropic Academy Tutorials Use cases Engineering at Anthropic Developer docs Company About Careers Events
Content metrics
401
Total words
600+ recommended
16.8
Words / sentence
15–20 ideal for AI
8
Distinct topics
More = richer AI descriptions
60%
Informative sentences
Higher = less filler
0%
Filler content
Target: under 10%
33.4
Semantic density
Info per 100 words
Value proposition clarity
How clearly your page tells AI what you do and who you serve.
AI clearly understands what you offer.
Content distribution
Mostly near the top
More explanatory content below the fold would help AI understand you fully.
Depth: 1 level
Structured data — JSON-LD schema
Schema.org markup gives AI machine-readable facts it can trust unconditionally — the single highest-leverage fix available.
No schema detected
Adding Organization or FAQPage JSON-LD to your <head> gives AI an explicit, machine-readable identity signal — no inference required.
Where you stand
Your actual page score — no brand adjustments
Your score
58.4
out of 100
Visibility tier
Below average
Competitor analysis
Real scores — every site runs through the same analyzer
See how you compare
We'll suggest 3 competitors based on your category. Swap any of them before we run the analysis.
Analysis by Brandioz · July 6, 2026
Brandioz analyzed www.anthropic.com on July 6, 2026 and found an AI visibility score of 58/100 and a crawlability score of 57/100. The primary issue found: Schema appears JS-injected — not readable by static crawlers.. The audit covers structured data completeness, robots.txt AI crawler permissions, llms.txt compliance, and content readability across ChatGPT, Perplexity, Claude, and Google AI Overviews. View the full breakdown at brandioz.com/results/anthropic.com.