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AEO BenchmarksPharma & Biotech

Health

Control your pharma AI visibility

Monitor and optimize how AI systems discover your content

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Industry benchmarks — Pharma & Biotech

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

Last updated: 15 September 2026

Sample audits

astrazeneca.com77
  • ·Title length is good
  • ·Missing meta description
gsk.com90
  • ·Title too short (10 chars)
  • ·Meta description too short (80 chars)
novartis.com97
  • ·Title too short (8 chars)
  • ·Meta description too long (243 chars)

The challenge

Why Pharma & Biotech struggle with AI visibility

Invisible to AI systems

Pharma content missing from ChatGPT, Claude, Gemini, and Perplexity search results

Unknown AI indexing status

No visibility into which AI models crawl your site or how they rank your pages

Technical SEO blind spots

Unidentified crawl errors, indexing issues, and compliance problems affecting AI discovery

Lost market opportunities

Competitors dominating AI-powered search while your pharma brand remains undiscovered

How it helps

How Surfaceable helps Pharma & Biotech

Monitor AI search rankings

Track where your pharma content appears across ChatGPT, Claude, Gemini, and Perplexity with real-time visibility dashboards

Fix technical SEO issues

Identify and resolve crawl errors, robots.txt blocks, and indexing problems preventing AI systems from discovering your content

Optimize biotech discoverability

Audit content structure and metadata to improve how AI models understand and surface your research, trials, and clinical data

Related industries

Brand benchmarks

3 companies benchmarked in this industry

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FAQ

Common questions

How does Surfaceable help pharma companies with AI visibility?

Surfaceable audits how ChatGPT, Claude, Gemini, and Perplexity discover and rank your pharma content. We identify technical SEO barriers, compliance issues, and optimization opportunities specific to regulated industries, helping you control your AI search presence.

Is Surfaceable compliant with pharma regulations?

Yes. Surfaceable is built for regulated industries and respects HIPAA, FDA guidelines, and data privacy requirements. We don't store sensitive patient data and maintain enterprise-grade security standards required by pharma and biotech companies.

What AI search engines does Surfaceable monitor?

We track visibility across ChatGPT, Claude, Gemini, and Perplexity—the leading AI search platforms where pharma audiences discover information. Our platform continuously monitors how each AI system crawls, indexes, and ranks your content.

How quickly will I see improvements in AI visibility?

Most pharma companies see initial improvements within 2-4 weeks after implementing our technical SEO recommendations. Full optimization depends on your site's current state and the complexity of issues identified, but our audit provides a clear roadmap.

Can Surfaceable help with biotech clinical trial visibility?

Absolutely. We optimize how AI systems discover and surface your clinical trial data, research publications, and biotech content. This increases visibility to healthcare professionals, researchers, and patients searching through AI-powered platforms.

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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