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WorldbyFlow for pharma competitive intelligence leads

A therapeutic area moves on data readouts, and most of what circulates about them is publication dressed as reception. WorldbyFlow reads a drug as a dossier, weighs research by who engaged with it rather than who published it, and reads the price and the evidence around it, so your landscape rests on what the field actually responded to.

Written for Runs CI for a therapeutic area at a pharmaceutical company.·Runs in the Health domain

Start with this one

Where this fits in your week

Competitive intelligence for a therapeutic area is a watch on molecules, trials, prices and papers. The scans here are that watch as documents: a medicine dossier, a research pulse that weighs reception, a pricing read with basis and date on every figure, an evidence review on a competitor's asset, and a literature review on the question your franchise depends on.

Lead scan

Medicine

2 credits · in-depth · about 2–4 min

A drug read as a dossier: approvals, indications, documented trial record, reported commercial performance, what is contested. The competitor asset page, sourced.

Try it on: a subject you already hold an opinion about, so you can grade the result against what you know.
4 more scans that fit this role

Research Pulse

2 credits

Results where someone besides the authors engaged, through citation, replication or follow-on, with disputed findings first-class. What the field is responding to, not what was press-released.

Try it on GLP-1 drugs for heart disease · Alzheimer's antibodies · CAR-T therapy

Pricing Read

3 credits

Every price verbatim from a named source with its as-of date and basis stated. The list-versus-net picture, honestly labeled.

Try it on Insulin · Humira · Ozempic

Evidence Review

3 credits

The evidence on an intervention read as evidence: what the trials showed, what is contested, what is not yet known. Written for a strategist, never as clinical guidance.

Try it on Semaglutide for weight loss · Lecanemab for Alzheimer's · Statins for primary prevention · CAR-T for lymphoma

Literature Review

4 credits

What the literature says on a question your franchise depends on, disagreements included. The reading behind a forecast assumption.

Try it on What GLP-1 drugs do beyond weight loss · Whether biosimilars cut drug spending · How accelerated approval affects outcomes
A working path

From a first run to a result you can hand over

The order matters. The first read gives you the structure; the next ones fill the parts that are hardest to source by hand.

01

Run Medicine on the competitor asset you track most

You know this molecule. Check whether the dossier separates the documented trial record from the reported claims the way you would.

2 credits
02

Run Research Pulse on the mechanism class

What the field is actually engaging with. The gap between this and the press releases is your update.

2 credits
03

Run Pricing Read on the asset

Basis and date on every figure. The pricing section of the landscape, sourced.

3 credits
04

Pin the asset to your Watchboard

A readout, a label change or a price move becomes a watched signal.

Pinning is free; a check costs 2 credits when you ask for one.
The research bill for this path
2 + 2 + 3 = 7 credits · a Standard plan carries 20 a month
What comes back

A result whose claims carry their grades

Sourced, not asserted

Every figure and quote links to where it came from. A claim the scan could not source is marked as such rather than dressed up.

Verified or grounded
Reported or attributed
Contested
Open question

Ready to hand over

Export the dossier as a PDF for the franchise review, or share it as a page the brand team can open with every source live.

Built to be argued with

Ask a follow-up question of any result, or run a Red Team pass that tries to break its own conclusions before someone else does. How the grades work →

See one

Research already published in this shape

Who Decides Where U.S. Hospitals Open and Close

Read the research →

Tennessee, Mississippi, North Carolina, and other states are loosening or repealing CON rules as private-equity chains and REIT landlords consolidate hospitals those regulations were designed to oversee.

Key Players · September 8, 2026 · from the Health library
Try it

Run Medicine on something you already know

The fastest way to judge the result is to pick a subject you know cold and read it against what you know. If a colleague sent you here with an invitation, the credits land on your account when you sign up.

Start with Medicine →Standard plan from $10/mo · 20 credits · all plans
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