Standard software sales funnels fail in life science tools commercialization because bench scientists do not live in marketing stages. They live inside protocols, where switching tools introduces technical risk and re-validation costs.
https://t.co/Wc7dp8c3KI
#LifeScienceMarketing #CommercialStrategy #LabEquipment #DemandGeneration
Generative text tools didn't fix life science campaign bottlenecks; they just flooded manual review queues with more drafts. Real speed comes from agentic AI evaluating pre-approved atomic content blocks in real time.
https://t.co/4rvlsKq0yq
#LifeScienceMarketing #AgenticMarketing #MarketingAutomation #LifeScienceTools
In B2B #LifeScienceMarketing, using AI to create content just increases noise. The shift to agentic AI moves its role in marketing from simply making more stuff to enabling autonomous real-time campaign orchestration.
https://t.co/LtN4mfSYir
#AgenticMarketing#DemandGeneration
Consumer Next-Best Action models fail in life science B2B. With small sample sizes and complex decisions, agentic AI shouldn't automate emails, but rather act as a co-pilot for sales reps.
https://t.co/hhO36N6kvR
#AgenticMarketing#LifeScienceMarketing#Marketing#NextBestAction
Google Ads' Performance Max campaigns auto-optimize with AI. But does that mean you can "set it and forget it"?
Here is the #1 thing life science marketers need to know before using PMax campaigns: https://t.co/NTk4oWlBTT
#GoogleAds#LifeScienceMarketing#MarketingAnalytics
Don't just drive traffic, drive results! Our new blog post reveals why conversion tracking is a game-changer for life science marketing. From understanding user actions to proving your ROI, we break it down so you can make smarter decisions. Read it here: https://t.co/sja3IkEqnY
Intrigued by the easy setup & automatic optimization of Google Ads PMax? It seems easy to set up, but if you don't have conversion value tracking you'll blow your budget & optimize for the wrong things.
https://t.co/NTk4oWlBTT
#LifeScienceMarketing#GoogleAds#SearchMarketing
Anxiously awaiting the day when generative image AI can accurately depict contextual text in a way that makes sense. I'll take just "depicting text" as a first step, though.
We Polled Scientists on #AI-generated #spam emails. Do they appreciate the additional personalization, or dislike it just as much as old school bulk spam?
The results were clear-cut. See them at https://t.co/81JYkzJLI7
#coldemail#AIspam#lifesciencemarketing#emailmarketing
This account of how someone tried to #deepfake Ferrari is chilling. Corporate #management definitely needs to have safeguards in place to prevent #fraud in the #AI era. Be careful out there, execs!
https://t.co/N79QCdj7Jl
#AI is changing #SERPs, w/ more focus on AI overviews. As they become more prevalent, traffic from legacy organic search results will decrease.
How can life science marketers optimize for generative search results? https://t.co/tiFfVdDHZ0
#LifeScienceMarketing#marketing#SEO
Many reputable websites tag all their links with rel="nofollow". Does that mean they aren't any good for SEO?
No, so long as your linking is contextually relevant.
Learn more about what nofollow means for SEO and backlinking: https://t.co/2GmsHkhsPG
#SEO#LifeScienceMarketing
What is Generative Engine Optimization and can life science marketers make use of it? How different is GEO from #SEO from a marketer's perspective? Is GEO even useful at this stage?
We answer these questions and more: https://t.co/tiFfVdDHZ0
#LifeScienceMarketing#marketing
Do scientists use #AI / #LLM for product discovery? Some friends of BioBM recently posted a poll in the Labrats group on Reddit and got an interesting, and perhaps surprisingly conclusive answer:
https://t.co/YtG6vWRL5f
#LifeScienceMarketing#GenerativeEngineOptimization#GEO
Is Perplexity a reliable AI partner for life scientists? Can it do literature review? Can it develop protocols? What are its limits?
We had 3 experienced scientists in different life science fields ask it questions of increasing difficulty to find out: https://t.co/tQ0QJxYVil
Can Perplexity AI reliably answer technical questions for life scientists? Is it a useful tool for literature review? Can it be more than that?
We had three expert-level scientists grill it with questions within their respective disciplines. https://t.co/v6vIoZ7laW
Google Ads' quality score doesn't always get it right. Don't obsess over it. Optimize for the metrics that matter, like #conversions, CPA, and #ROAS.
https://t.co/HgkEzlMquj
Are run-of-site ads a great value or a rip-off?
Learn what to do, and what not to do, when considering an ROS ad buy: https://t.co/xkom89ookn
#advertising#LifeScienceMarketing