A three-month AI visibility program for medtech, life-science instrumentation, and diagnostics companies. We build the brand mentions, Reddit signal, media links, and earned media AI assistants weight — paired with on-site fixes that unblock the signal you already have.
Free for qualified teams · 30-sec application · No credit card
Medtech buyers — clinicians, biomedical engineers, lab directors, procurement — increasingly start their research in ChatGPT, Perplexity, and Claude. The vendors AI assistants mention get shortlisted. The vendors that don't, miss the meeting before it's even scheduled.
What's usually missing isn't credibility. It's the off-site signal AI assistants weight: brand mentions across third-party content, Reddit and community presence, links from earned media, and on-site issues throttling indexing. Generalist agencies don't build that signal — they templatize a SaaS playbook and miss the actual gap.
That gap is exactly what we close.

We run an 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.
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.
Every month of the program you get the work shipped in that window — placements, mentions, and any on-site fixes — reported line by line. The signal compounds beyond the program as content indexes and mentions propagate.
AI Visibility AEO mentions on instrumentation queries
Life-science instrumentation manufacturer. Link building, AEO, and UX/UI work positioned BMG inside AI answers for plate-reader and microplate-assay categories.
organic visibility on resuscitation queries
Medical device company. SEO, UX/UI, and competitor analysis for emergency-medicine product line — including category-level content built around how clinicians and trainers actually research alternatives.
AI Visibility increase in LLM-referred sessions
Adjacent biotech instrumentation case. Restructured content architecture around answer-intent queries and built off-site signal that compounded beyond the engagement.
AI Visibility increase in sales pipeline
Oncology services category. Earned media and authority signal drove qualified pipeline. Demonstrates the path from category authority to enterprise pipeline in regulated life-science buying.
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A free AI Visibility Report upfront, then three months of work focused on whichever signals the report surfaces: on-site fixes, off-site signal building (brand mentions across third-party content, Reddit and community presence, links from earned media), or both. The mix is set by report findings and what aligns with your priorities. Every month you get a line-by-line report of everything shipped in that window.
It's a three-month program with fixed monthly pricing — the program length is the commitment, and nothing renews automatically. Many medtech clients run consecutive programs as visibility compounds; some run one and pause. The signal keeps working after the program ends.
Yes. We've worked across instrumentation, devices, diagnostics, and adjacent life-science categories. The buying committee for medtech is structured very differently than B2B SaaS, and the mention signals AI assistants weight differ accordingly. Our work is tuned to that.
Generalist agencies template a SaaS playbook onto medtech and miss the buyer. 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 extend over the following months as signal propagates.
No. Reps close deals; AI visibility expands the top of funnel by being present when clinicians and procurement first research the category. 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 the highest-impact things to fix first.
Free · Industry-specific findings · No credit card