How Samba Scientific Future-Proofed Our Search Visibility with AEO & GEO
Increase in AI Visibility
Increase in homepage citations
New leads from AI Referrals
"Samba Scientific lived up to their stellar reputation and made launching our brand awareness meaningful and impactful. Their team is both highly organized and easy to work with, creating a relaxed yet professional “we got you” atmosphere."
Jenny Alfry
Director of Marketing, N6 Tec
Campaign Objectives
We wanted to strengthen Samba Scientific’s own digital presence by improving visibility in both traditional search engines and AI-powered answer engines (e.g., ChatGPT, Perplexity, Google AI Overviews). Goals included appearing as a cited source in AI-generated answers, improving organic rankings for key life science marketing queries, and ensuring that our website structure supported both human readers and large language models.
Samba Approach
Outcomes
Within 4 months of implementation, Samba Scientific saw consistent gains across every core AI visibility metric. The overall visibility score climbed 20%, from 15 to 18 out of 100, reaching its highest point in the tracking period. Homepage citations grew from 4 prompts to 24, a 6x increase driven by stronger brand-level authority signals across agency and category lookup queries. In the top tracked topic, Life Sciences and Biotech Marketing, monthly mentions grew to 18, the highest single-topic count recorded. A new topic, Biotech and Life Science Public Relations, broke into performing topics for the first time, reflecting the early impact of the content expansion work. Throughout the period, Samba maintained 88–98% favorable sentiment, the highest in the competitive set, and reached 34% share of voice in February, more than five times its nearest competitor at the time.
Next Steps
Samba continues to refine our AEO and GEO strategy as AI search evolves, treating our own website as a living test environment for the tactics that we recommend to our clients. Upcoming priorities include rewriting answer-first opening paragraphs across top cited pages, as well as building out topic authority in life science marketing and biotech PR. Every initiative is part of staying ahead of how buyers in life science and biotech find and evaluate vendors as AI-powered search becomes the default.