From AI Visibility Audit to Measurable Authority
AEO Dose provides a complete, four-stage service for pharma and healthcare companies who need to be found, correctly described, and recommended by AI platforms. Each stage builds on the last: we test your current visibility, fix what is holding you back, strengthen your authority across the web, and measure the results. Nothing is guesswork. Every recommendation is tied back to a real customer question and a real gap.
AI Visibility Audit: Baseline Testing Across ChatGPT, Gemini, Perplexity, Claude and Grok
We start by testing the questions your buyers are actually asking: who manufactures a given API, which CDMO can handle a specific requirement, which excipient supplier fits a formulation, which oral care manufacturer operates in a given region. We run these questions across ChatGPT, Gemini, Perplexity, Claude, and Grok.
The audit measures brand presence, citation quality, sentiment, share of voice against named competitors, and freshness of the information AI systems are pulling from. We also separate Memory Visibility (what AI already knows about your brand) from Search-Assisted Visibility (what it finds when it searches the live web), so you know exactly where the breakdown is happening.
The output is not a single score. It is a list of the exact questions where your brand is missing, underrepresented, or losing to a named competitor, alongside a website AEO readiness review covering structured data, content structure, technical crawlability, and entity clarity.
- Testing across 5 major AI platforms using real buyer questions
- Brand presence, citation quality, sentiment and share of voice scoring
- Memory vs Search-Assisted Visibility breakdown
- Competitive analysis against named industry competitors
- Website AEO readiness review: schema, structure, technical, entity clarity
AEO Optimization: Question-Based Content, FAQs, Schema and Internal Linking
Once we know where your brand is invisible, we fix the underlying information. Optimization work is prioritized against the exact questions identified in your audit, not generic SEO best practices.
This includes building question-based pages that directly answer procurement, capability, and comparison questions your buyers ask, developing structured FAQ content, implementing schema markup (Organization, FAQPage, Article, BreadcrumbList and related types) so AI systems can parse who you are and what you offer, and connecting related products, capabilities, and industries through internal linking.
We also address content freshness, making sure the information AI systems retrieve reflects your actual current capabilities, certifications, and offerings rather than outdated pages.
- Question-based content built around real procurement and evaluation queries
- FAQ development targeting high-value customer questions
- Schema and structured data implementation for machine readability
- Entity optimization: clearer representation of products, services, locations
- Internal linking across products, capabilities and industries
Authority Building: Strengthening Your Web-Wide Pharma Information Footprint
AI systems corroborate what your website says by checking other sources across the web. If your company information is thin, inconsistent, or missing outside your own site, AI platforms are less likely to trust and cite you.
We strengthen your presence across industry profiles, business directories, relevant third-party references, social profiles, and other authoritative sources, keeping your brand and entity information consistent everywhere it appears. This is what turns a well-optimized website into a brand AI systems are confident recommending.
- Industry profile and directory presence strengthening
- Consistent brand and entity information across sources
- Support for authoritative third-party references and publications
- Social profile alignment and completeness
Ongoing Measurement: Tracking Citations, Mentions and Competitive Position
AEO is not a one-time project. After optimization and authority work, we repeat the same customer-question testing used in your baseline audit to measure what actually changed.
We track improvement in brand mentions, AI recommendations, citation quality, share of voice, question coverage, and competitive position, comparing every result against your original baseline. Because AI platforms, competitors, and customer questions keep changing, we recommend measurement on a recurring cycle so your visibility strategy keeps pace.
- Repeat testing against your original baseline questions
- Before-and-after comparison across all measured dimensions
- Tracking of competitive position over time
- Recurring measurement cycles as platforms and competitors evolve
Frequently Asked Questions
Questions pharma companies ask before starting their AI visibility work.
What is included in the AI Visibility Audit?
What is the difference between Memory Visibility and Search-Assisted Visibility?
What does AEO Optimization involve?
Why is authority building important for AI visibility?
How long does each stage take?
Is this a one-time project or an ongoing service?
Get a Prioritized Action Plan for Your Brand's AI Visibility Gaps
See exactly which customer questions your brand is missing on ChatGPT, Gemini, Perplexity, Claude and Grok, and what to fix first. Request a free AI Visibility Audit and get a prioritized action plan built around your actual gaps, not generic recommendations.
B.Pharma graduate with 12+ years of pharma ERP implementation and validation experience, and 2 years of pharmaceutical manufacturing experience. Every audit is led personally, built around your exact pharma segment and customer questions.
Request Your Free AI Visibility Audit
Contact us to start your audit. We will reach out within one business day to discuss your pharma segment and the buyer questions we will test across all five AI platforms.