District-first
Start with the map and the jurisdiction, not the horse race. The goal is to understand where strategic effort can move the needle.
Political research · public data first
Find the districts and races worth paying attention to.
October Surprise is a research platform for public voting district data, competitive races, and strategic targeting intelligence for parties, PACs, and political teams.
Public-data driven
The product should be explainable. Every score or recommendation should trace back to public, auditable data.
Decision support
We are not replacing campaign teams. We are helping them decide where to focus, what to watch, and when to act.
MVP shape
Launch with clarity, then add depth.
- Show a few high-signal example districts/races
- Explain the data sources and scoring logic
- Offer a demo request or early access path
- Expand toward interactive filtering and map tools
Why this matters
It should feel like a research desk, not a campaign billboard.
The first version can be a static, well-designed public demo that proves the product framing before any complex backend work starts.