Most pharmaceutical CI teams have a conference coverage plan. Session assignments are made. Abstracts are reviewed. Analysts are booked. But attendance and coverage are not the same thing, and the gap between them is where significant competitive intelligence gets left on the table at nearly every major congress.
Here are the five gaps that show up most consistently, and what closing them actually looks like.
1. Primary research that never got planned
The richest intelligence at a major congress does not come from sessions. It comes from the conversations that happen around them. KOLs share unfiltered reactions to late-breaking data in the twenty minutes after they leave the room. Investigators speak more freely than they ever do in scheduled interview settings. Physicians discuss treatment decisions in hallways and exhibit halls. That window opens for a few days and then closes entirely.
Programs that treat primary research as something that happens opportunistically, rather than something that is designed in advance, consistently underperform here. The fix is straightforward: primary research needs its own plan before the event begins. Which KOLs will be approached? Who is conducting competitor booth conversations, and with what objectives? How will those conversations be documented? Without answers to these questions, primary intelligence remains the most valuable thing a congress offers and the least reliably captured.
2. Coverage without clear intelligence objectives
When analysts arrive at a congress without defined Key Intelligence Topics and Key Intelligence Questions, they cover broadly and synthesize shallowly. The deliverable that results can be substantial in length and genuinely thin in strategic utility. This is one of the most common root causes of the feedback CI leaders hear from stakeholders: “the report had a lot in it, but I’m not sure what to do with it.”
Establishing KITs and KIQs before the event, developed in collaboration with internal stakeholders, transforms what coverage is oriented toward. The question is not “what happened at ESMO” but “what did we learn that challenges or confirms our current assumptions about this competitor?” That reorientation changes what analysts pay attention to, what gets documented, and what the post-conference report is organized around.
3. Competitor booth analysis that gets skipped
Competitor booths are deliberate strategic statements. Size and location communicate commercial investment. Messaging themes, claims language, and visual design reveal how a company wants to be perceived by the HCPs walking the floor. The materials they are handing out, and the conversations their personnel are having, often signal commercial priorities that have not yet appeared in any formal communication.
Despite this, systematic booth analysis remains one of the most consistently underdeveloped components in conference coverage. Most programs acknowledge competitor booths. Few approach them with the structure needed to produce comparative intelligence: a consistent assessment framework applied across competitors, photography and materials collection, and documentation of what booth personnel are emphasizing to visitors. All of that is available to any coverage team that shows up with a plan.
4. Synthesis organized around sessions rather than competitors
How a post-conference report is structured determines what it can actually do for the organization. Reports organized by session produce a chronological account of what happened. Reports organized by competitor produce competitive intelligence: a synthesized view of each competitor’s data presentations, booth messaging, primary research findings, KOL reactions, and what all of it means for strategy.
The session-organized report is significantly easier to produce and significantly less useful to the stakeholder reading it. Making the shift to competitor-organized synthesis requires more analytical work in the post-conference window, but it also changes the questions the report is able to answer. “What did Competitor X do at this congress, and what does it tell us?” is the question most CI leaders actually need answered. A session-by-session recap does not answer it.
5. Intelligence that gets read but never activated
A congress that surfaces significant competitor data or a material shift in positioning is a natural trigger for scenario planning work. The organizations that get the most from their conference investment are not just the ones with the best coverage programs. They are the ones that connect what their coverage produces to what happens next.
Post-conference findings should flow directly into competitive workshops, wargaming exercises, and ongoing monitoring priorities. Intelligence that confirms a new competitor threat, reveals an unexpected positioning shift, or surfaces a KOL alignment that contradicts your current assumptions is asking to be acted on. When coverage ends with a report delivered to a shared folder, the strategic value of the program stops there. Closing this gap is not a coverage problem. It is a program design problem, and the fix is building the connection between coverage outputs and strategic planning activities before the event happens.
These gaps are common, but none of them are inevitable. For a detailed look at what a best-in-class conference coverage program covers across all three stages, pre-conference, onsite, and post-conference, see Sedulo’s Complete Guide to Pharmaceutical Conference Coverage.