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AEO BenchmarksPharma & Biotech

Health

Control your pharma AI visibility

See exactly how ChatGPT, Claude, and Gemini rank your content

Audit your site free

Industry benchmarks — Pharma & Biotech

3 sites audited
88Avg SEO
33% have schema issues
% fail Core Web Vitals

Last updated: 10 November 2026

Sample audits

astrazeneca.com77
  • ·Missing meta description
  • ·Missing viewport meta tag
gsk.com90
  • ·10 image(s) missing alt attribute
  • ·Title too short (10 chars)
novartis.com97
  • ·Title too short (8 chars)
  • ·Meta description too long (243 chars)

The challenge

Why Pharma & Biotech struggle with AI visibility

Invisible in AI search

Your pharma content missing from ChatGPT and Claude responses entirely

LLM ranking uncertainty

No visibility into which competitors dominate AI-powered search results

Technical SEO blindspots

Unidentified crawl errors and indexing issues blocking AI discovery

Missed patient reach

Lost opportunities as patients query AI assistants instead of Google

How it helps

How Surfaceable helps Pharma & Biotech

Monitor competitive AI rankings

Track how your pharma brand ranks against competitors in ChatGPT, Perplexity, and Gemini responses daily

Audit technical SEO barriers

Identify crawl errors, schema markup issues, and content gaps preventing AI model indexing

Optimize for LLM discovery

Fix structured data and improve content visibility to ensure AI systems surface your clinical information

Related industries

Healthcare ProvidersSaaS CompaniesSustainability & ESG

Brand benchmarks

3 companies benchmarked in this industry

See all brands
Novartis97
novartis.com
Gsk90
gsk.com
AstraZeneca77
astrazeneca.com

FAQ

Common questions

How does Surfaceable track pharma content in AI models?

We query ChatGPT, Claude, Gemini, and Perplexity with pharma-relevant keywords, analyzing which domains appear in responses. Our proprietary indexing tracks your visibility trends over time, showing exactly where your content ranks.

Can Surfaceable help with FDA compliance and AI visibility?

Yes. We audit technical SEO factors that affect AI discoverability while respecting pharma regulatory requirements. Our platform identifies compliance-safe optimization opportunities without compromising governance standards.

What SEO issues does Surfaceable detect for biotech companies?

We identify crawl errors, broken schema markup, missing metadata, canonical issues, and content gaps that prevent AI models from indexing your site. Each finding includes remediation guidance specific to biotech.

How often is AI visibility data updated?

Surfaceable refreshes ChatGPT, Claude, Gemini, and Perplexity rankings daily, giving you real-time visibility into how AI models surface your pharma content and competitive positioning.

Is Surfaceable HIPAA-compliant for pharma use?

Our platform is built for pharma compliance requirements. We don't store patient data and follow enterprise security standards. Contact our team for detailed compliance documentation.

See where your pharma & biotech business stands.

Free to start. No credit card required. Audit your site in under 2 minutes.

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