Narrative map
A view of established, shared, contested, and open narrative spaces.
Solution · Pre-launch
See the story taking shape before launch.
Track how AI explains the disease, mechanism, class, competitors, and emerging asset before launch.
The challenge
AI is already learning how to explain the category. Your future brand may not have a clear place in that story yet.
AI Pulse brings the questions, captured answers, cited sources, and owners into one place.
Questions to answer
- Which stories already dominate AI answers?
- Where do competitors or classes own the language?
- Which cited sources shape the emerging explanation?
- What open space can the launch team investigate responsibly?
What the team receives
A clear view of what needs attention
Evidence readiness
A review of which planned messages have accessible, credible sources.
Launch watchlist
Priority questions and sources to monitor as the market and evidence base change.
From signal to review
A clear investigation path
Each step keeps the original question and evidence in view, so Brand, Insights, Medical, and agency partners can work from the same facts.
1
Define the pre-launch question universe
2
Capture category and asset-level AI answers
3
Map narratives, competitors, and sources
4
Review whitespace with medical and launch owners
Anonymized composite example
Building a launch GEO baseline
See how a specialty launch team could define its priority questions, surface competitive gaps, and organize a review plan before launch.
See what the full report looks like.
The sample uses fictional brands and clearly labeled sample data, so your team can review the format before sharing sensitive information.