AI visibility programs for biotech companies. We build the brand mentions, Reddit signal, media links, and earned media that get mentioned by ChatGPT, Perplexity, Claude, Gemini, and AI Overviews — paired with on-site fixes that unblock the signal you already have. Run as a scoped program against a specific gap, or as an ongoing engagement.
Free for qualified teams · 30-sec application · No credit card
Biotech buyers — scientists, procurement, clinical operations — research vendors in AI assistants well before any sales contact. The brands that AI assistants mention in those answers shortlist themselves. The brands that aren't mentioned usually have plenty of authority offline; what's missing is the off-site signal AI assistants actually weigh.
Brand mentions across third-party content, Reddit and community presence, links from earned media, and on-site issues that throttle indexing. Those are the signals that move the needle. Generalist agencies templatize a SaaS playbook onto biotech and miss the actual gap.
That gap is exactly what we close.

We run a report across industry queries to see where your brand currently shows up in ChatGPT and Google AI Overviews — and where competitors are getting mentioned instead. You get a scored report with the highest-impact things to fix first.
Two shapes, the same work underneath. A scoped program targets a specific, named gap against a fixed price and a defined outcome. An ongoing Managed AEO/SEO engagement keeps content, mentions, technical fixes and reporting running month over month. The report tells you which one your gap actually calls for — and most teams move between the two as coverage builds.
Based on what the report surfaces and what aligns with your priorities, we work on on-site signal fixes, off-site signal building (brand mentions across third-party content, Reddit and community presence, media links, earned media), or both. The mix is dialed to your specific gap. Whichever shape you pick, you get a line-by-line report every month of exactly what shipped.
AI Visibility increase in LLM-referred sessions
Biotech instrumentation brand invisible to AI search. Restructured content architecture around answer-intent queries and built off-site signal in 90 days.
increase in PPC-generated leads
Reported the BPS site and identified issues with navigation, sales messaging, and CTA placement. Repositioned an underutilized performance calculator as a strategic conversion tool.
AI Visibility increase in sales pipeline
Earned-media program for an oncology CRO targeting pharma BD teams. Earned media and category authority drove qualified pipeline measurable in revenue numbers.
AI Visibility AEO mentions on instrumentation queries
Life-science instrumentation. Link building, AEO, and UX/UI work positioned BMG inside AI answers for plate-reader and microplate-assay categories.
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Every engagement opens with a free AI Visibility Report. From there the work targets whichever signals the report surfaces — on-site fixes, off-site signal building (brand mentions, community presence, links from earned media), or both. You can take that as a scoped program aimed at one named gap, or as an ongoing Managed AEO/SEO engagement that also carries content production, technical work and monthly reporting. Either way you get a line-by-line report of everything shipped.
It depends which shape you take. A scoped AI Visibility program runs three months to a defined outcome and then ends. Managed AEO/SEO runs on a 12-month engagement, because search and AI visibility compound and a program judged on its first quarter gets steered toward vanity metrics instead of the pages that drive pipeline — with a 30-day cancellation notice and no early-termination fee if it genuinely is not working. Exact terms are set out in your proposal before you sign.
Yes. We've worked across oncology, drug-discovery tools, life-science instrumentation, bioservices, and clinical-trial software. The buying committee for biotech is structured very differently than B2B SaaS, and the mention signals AI assistants weight differ accordingly. Our work is built around how scientists, principal investigators, and procurement actually research.
Generalist agencies template a SaaS playbook onto biotech and miss the buying committee. Our program focuses specifically on the off-site signals AI assistants weight — brand mentions, Reddit and forum presence, earned media, media links — plus the on-site issues that throttle indexing of the authority you already have.
Traditional PR focuses on media placements, awareness, and message control. We focus on the digital mention signals AI assistants pull from — brand mentions across the open web, Reddit and community signal, link signal from earned media. The two functions complement; most clients keep their existing PR firm.
Compliance-heavy work is generally not the best fit for our program model. We focus on off-site signal building and on-site optimization — work that doesn't require regulatory pre-approval. If your category needs significant compliance review, we'll flag that during or after the report so you can plan accordingly.
Initial mention lift typically becomes measurable in the weeks following the first placements as new content indexes and AI assistants begin pulling from it. Compound effects (broader query coverage, share-of-voice gains) extend over the following months as the signal propagates.
Yes. Most biotech clients have a small in-house marketing team that owns brand and demand generation. We focus on the AI visibility layer specifically — the off-site signals and on-site fixes that drive mention. The two functions complement.
See if you qualify for a free AI Visibility Report. We'll run industry-specific queries across ChatGPT and Google AI Overviews and show you the highest-impact things to fix first.
Free · Industry-specific findings · No credit card