Multiplier AI Blog
Know How Data, AI, & Digital Marketing Can Help Pharma & Life Sciences
Closed-Loop Marketing in Pharma: The Complete Guide
Closed-loop marketing (CLM) in pharma is a cycle in which a representative presents approved digital content to a doctor, the system records how that doctor responded, and those recorded reactions change what is presented next time.
MLR-Compliant GenAI Content for Pharma
Every pharmaceutical marketing team has now been asked the same question by someone senior: can we use generative AI to produce our promotional content? The honest answer is more interesting than either of the two answers usually given, and it turns on a distinction that most published guidance skips.
NMC Guidelines on Ethical Advertising and Public Communication, 2026
On 6 October 2026 the NMC's Ethics and Medical Registration Board issued guidelines that treat social media, influencer content, SEO and AI-generated material as advertising, and brought them into force the same day. There is no transition period. This is what the document says, clause by clause, and what to change on Monday
How to Measure HCP Engagement ROI
ROI is incremental value divided by fully-loaded cost, and the word doing the work is incremental. Engagement metrics — opens, clicks, calls, attendance — are activity, not outcome, and a number computed without a comparison group is not ROI, it is a correlation with a currency symbol. The measurement hierarchy runs from activity to engagement to behaviour to out
Best Pharma Marketing Automation Tools in India (2026)
There is no shortage of marketing automation software. There is a serious shortage of marketing automation software that survives contact with Indian pharma.A digital marketing head at an Indian pharmaceutical company evaluating this category will find two kinds of content. The first is global martech listicles that rank Marketo, HubSpot and Braze without once mentioning WhatsApp, the Un
Most Trusted DPDP-Compliant HCP Marketing Vendors
If you have searched for a trusted DPDP-compliant HCP marketing vendor, you have probably noticed that the results are almost entirely law-firm commentary. Excellent commentary, in many cases — but it explains the obligation and stops. It does not tell you how to choose a supplier.Meanwhile every vendor in Indian healthcare marketing now describes itself as DPDP compliant. Including us.
How to Build a Doctor 360 (HCP 360) View
Search for how to build an HCP 360 view and you will find a great deal of agreement about why you should. Unified doctor profiles improve targeting, reduce duplicate outreach, make field and marketing activity legible in one place, and let a brand team answer questions that currently take three analysts and a week. All true, and none of it is the reason these projects fail.
Marketing Mix Modeling in Pharma: Optimising Spend Across Channels
Marketing mix modelling tells you how to split a budget across channels, not which doctor to call. What it can and cannot answer, why its estimates usually run generous, who built the most-used tools - and why it suits the Indian data environment better than anything usually imported with it
Launch Excellence in Pharma: Building the Commercial Model
Most launch content opens with the claim that two-thirds of drug launches fail. The statistic is older and weaker than it sounds. The finding in the same research that does hold up is far more useful - early trajectory persists, which changes when launch money should be spent.
What is PDE in Pharma? Meaning, Full Form and Uses
PDE means three different things in pharmaceuticals, and the right one depends entirely on who is asking. A complete answer: Permitted Daily Exposure and how it is calculated, how it relates to ADE, ADI and HBEL, phosphodiesterase in pharmacology, and per doctor expense in Indian commercial practice.
Physician Segmentation and Targeting for Smarter HCP Engagement
A perfect segmentation with a badly built target list changes nothing, because the field executes the call plan. A practical guide to building one where decile targeting fails, how to size a plan against real capacity, why response curves mislead exactly where they are used, and how Indian teams target without prescription data.
Integrated Delivery Networks (IDN) in Healthcare Explained
An integrated delivery network owns its hospitals and its physicians, which means one committee can decide for dozens of facilities at once. Most published IDN content stops at the definition. This guide covers the definition, the disambiguation from GPOs, ACOs and CINs, and what actually changes commercially when your customer is one.