Get Found When Pharma Buyers Ask ChatGPT, Gemini, or Perplexity
Procurement teams, formulation scientists, and sourcing managers no longer start with a Google search. They ask an AI. If your CDMO, API plant, or excipient business isn't part of the answer, you're invisible at the exact moment a buyer is deciding who to shortlist.
- See your current visibility across 5 major AI platforms
- Find the buyer questions where your brand should appear but doesn't
- Get a clear, no-cost baseline before you invest in a fix
Buyers Are Asking AI, Not Google - Is Your Pharma Brand Cited?
A formulation scientist looking for an excipient supplier, a sourcing manager comparing CDMOs, a procurement lead vetting API manufacturers: all of them are increasingly typing their questions into an AI assistant and trusting the answer.
That answer is built from citations, structured data, and authority signals your website may not be giving it.
Traditional SEO does not guarantee AI visibility. A page that ranks on Google can still be missing entirely from an AI-generated answer, because these platforms weigh entity clarity, structured data, and third-party citation quality differently than search engines do.
The cost of this gap is invisible until it isn't: a competitor gets named as the trusted CDMO, the reliable excipient source, the go-to injectable manufacturer, and your company is never in the conversation.
- Buyers now ask AI for supplier shortlists before they ever visit a website
- AI answers favor brands with clear structured data and strong third-party citations
- Being absent from an AI answer means losing the deal before outreach even starts
Audit, Optimize, Build Authority, Measure
AEO Dose follows a four-stage methodology built specifically for pharma and healthcare businesses, where technical accuracy and regulatory credibility matter as much as visibility. We start by establishing exactly where you stand, then close the gaps, build authority signals AI platforms trust, and track results over time.
Audit
Test real buyer questions across ChatGPT, Gemini, Perplexity, Claude, and Grok to establish your visibility baseline and map the competitive landscape. Know exactly where you stand before any investment.
Optimize
Fix structured data, content structure, technical factors, and entity clarity so AI systems can accurately identify and describe your pharma business using the precise vocabulary buyers and regulators use.
Build Authority
Strengthen the citation sources, third-party mentions, and credibility signals that AI platforms rely on when choosing what to cite. Build the kind of pharma-specific authority that AI models recognize and trust.
Measure
Track brand presence, citation quality, sentiment, share of voice, and content freshness on an ongoing basis. AI visibility doesn't stay static, and neither does your program. Continuously improve, never just set and forget.
Inside Your Free AI Visibility Audit
This is not a generic SEO report repackaged with new labels. It is a pharma-specific assessment of how AI platforms currently see your company, built on real buyer questions and real competitive data.
You'll walk away with a clear picture of where you stand today and the specific gaps that, once closed, put your brand in front of the buyers who are already asking.
AI Visibility Baseline
How often and how accurately your brand shows up across ChatGPT, Gemini, Perplexity, Claude, and Grok - measured against the buyer questions that matter most to your category.
Platform-Level Visibility
A breakdown of performance on each individual AI platform, since results vary significantly by engine. Understand where you're strongest and where the biggest gaps are.
Customer Question Analysis
The actual questions your buyers are asking AI, mapped to whether your brand appears in the answer. See the shortlist queries you're missing today.
Citation Analysis
Which sources are being cited about your company or your category, and what quality signals they carry. Know which citations matter and which are working against you.
Competitive Landscape
Where named competitors are being cited instead of you, and why. See exactly which rivals are winning the AI visibility battle and what's driving their advantage.
Website AEO Readiness
An evaluation of your structured data, content structure, technical factors, and entity clarity - the specific signals AI platforms need to accurately identify your pharma business.
Built for API Manufacturers, CDMOs, Excipient Suppliers and 6 More Pharma Sectors
Every corner of the pharma and healthcare supply chain now gets researched through AI platforms before a single email is sent. AEO Dose builds visibility programs specific to how each pharma sector gets searched, cited and questioned across AI platforms.
API Manufacturers
Get cited when buyers ask AI about regulatory filings, DMF status and manufacturing capability. AEO Dose builds the structured entity signals and third-party citation quality that positions your facility as the authoritative answer when procurement teams ask AI to shortlist active pharmaceutical ingredient suppliers.
CDMOs
Appear in AI comparisons of contract development and manufacturing partners by capability and scale when quality heads ask Gemini or ChatGPT to compare partners.
Excipient Suppliers
Show up when formulators ask AI about functional excipients and compatibility data. Build the AI authority that gets your brand named in formulation answers.
Formulation Manufacturers
Get named when AI answers questions about dosage form expertise and technology platforms - from oral solids to modified-release and specialized delivery systems.
Injectable and Sterile Manufacturers
Build authority around aseptic capability, compliance and quality systems so AI cites your facility when buyers research sterile product manufacturing partners.
Nutraceutical Manufacturers
Get discovered when AI fields questions on ingredient sourcing, product claims and nutraceutical formulation. Be the brand that appears in AI-driven category searches.
Oral Care Product Manufacturers
Appear in AI-driven category and formulation comparisons, getting your brand cited when buyers ask about oral care product development and manufacturing partners.
Raw Material Suppliers
Get cited on quality, sourcing and supply reliability questions so your business appears when pharma buyers ask AI about trusted raw material and ingredient suppliers.
Other Healthcare Businesses
A tailored program built around how your specific buyers question AI platforms. If your buyers use AI to research suppliers, AEO Dose can build your visibility in those answers.
Led by M Netrajit Singha, B.Pharma, 12+ Years in Pharma ERP and Validation
AEO Dose was founded on a simple observation: pharma and healthcare buyers have changed how they research, but most pharma marketing has not caught up.
M Netrajit Singha holds a B.Pharma degree and spent over 12 years implementing and validating ERP systems inside pharmaceutical operations, followed by two years of hands-on pharmaceutical manufacturing experience.
That background matters. It means AEO Dose understands regulatory language, manufacturing terminology, quality systems and the technical vocabulary that pharma buyers actually type into AI platforms - not generic marketing keywords. The result is optimization work that speaks the language your customers and AI models both recognize as credible.
The founder's vision is straightforward: help pharma and healthcare businesses become visible, trusted and discoverable in an information landscape where AI, not just search engines, decides who gets found.
Questions Pharma Leaders Ask About AI Visibility
What is AI visibility and why does it matter for pharma?
How is AEO different from SEO?
What does the free AI visibility audit include?
How long does it take to see results after optimization?
Do you work with companies outside the 9 pharma sectors listed?
Is my company's data or content shared with AI platforms during the audit?
Request Your Free AI Visibility Audit Today
See exactly how your pharma or healthcare brand shows up when buyers ask ChatGPT, Gemini, Perplexity, Claude and Grok the questions that matter to your business. No cost, no obligation - just a clear picture of where you stand and what to fix first.
- A full AI visibility baseline across five major platforms, so you know where you stand today
- Real customer question testing, so you see the actual queries buyers use before they contact you
- Citation and competitive analysis - who AI recommends instead of you, and why
- Website AEO readiness review covering structured data, content structure and entity clarity
- A clear, prioritized action plan built by a founder with direct pharma manufacturing and validation experience
Get Your Free AI Visibility Audit
Complete the form and we'll run your audit and share results within 3-5 business days.