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AEO BenchmarksPharma & Biotech

Health

See how AI sees your pharma

Monitor your visibility across ChatGPT, Claude, Gemini, and Perplexity today

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Industry benchmarks — Pharma & Biotech

3 sites audited
86Avg SEO
33% have schema issues
% fail Core Web Vitals

Last updated: 21 April 2026

Sample audits

astrazeneca.com77
  • ·Title length is good
  • ·Missing meta description
gsk.com85
  • ·Title too short (10 chars)
  • ·Meta description too short (80 chars)
novartis.com95
  • ·Title too short (8 chars)
  • ·Meta description too short (81 chars)

The challenge

Why Pharma & Biotech struggle with AI visibility

Invisible to AI chatbots

Your pharma content isn't appearing in AI-powered search results where patients and professionals look first.

Uncontrolled AI citations

Competitors' content gets recommended by AI while your clinical expertise remains hidden from these platforms.

Technical SEO blind spots

Hidden indexing issues prevent AI crawlers from accessing your pharma research, trials, and regulatory information.

Lost market visibility

Biotech companies missing AI-first opportunities as patients and HCPs increasingly rely on generative AI for answers.

How it helps

How Surfaceable helps Pharma & Biotech

Clinical trial recruitment

Ensure your trial information appears when patients ask AI about treatment options and clinical studies.

Regulatory compliance tracking

Monitor how AI platforms cite your pharma content to maintain accurate representation of safety and efficacy data.

Competitive intelligence

Track how competitors appear in AI responses and identify content gaps in your biotech market positioning.

Related industries

Healthcare ProvidersSaaS CompaniesSustainability & ESG

Brand benchmarks

3 companies benchmarked in this industry

See all brands
Novartis95
novartis.com
Gsk85
gsk.com
Astrazeneca77
astrazeneca.com

FAQ

Common questions

How does Surfaceable track pharma visibility in AI?

Surfaceable audits how your pharma content appears across ChatGPT, Claude, Gemini, and Perplexity. We identify indexing gaps, citation issues, and technical SEO problems specific to AI visibility. Our platform shows exactly where your clinical content ranks in AI responses.

Why is AI visibility critical for biotech companies?

Patients and healthcare professionals increasingly use AI chatbots for medical information. If your pharma company isn't visible in these platforms, you're losing brand authority, patient engagement, and competitive market share to companies that are optimized for AI discovery.

What technical SEO issues affect pharma AI visibility?

Common issues include robots.txt blocking, noindex tags on clinical pages, poor structured data for medical content, and slow indexing of regulatory information. Surfaceable identifies these barriers and provides actionable fixes to improve AI crawler access.

Can Surfaceable help with HIPAA compliance?

Yes. Our platform helps pharma companies monitor how personal health data and patient information appears in AI responses, ensuring compliance with privacy regulations while maintaining visibility for non-sensitive clinical content.

How quickly will I see improvements in AI visibility?

After implementing recommended technical SEO fixes, most pharma companies see improved AI visibility within 2-4 weeks. Complex indexing issues may take longer. Surfaceable provides ongoing monitoring to track progress and identify new opportunities.

See where your pharma & biotech business stands.

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