How do you manage reputation for a co-founder team?

Co-founder reputation is more complex than single-founder reputation because the engines have to resolve multiple individuals as related but distinct entities, each with their own role in the venture. Without intentional structure, AI engines often collapse co-founders into one undifferentiated team or attribute everything to whichever founder is mentioned most in coverage, which can be unfair to less-quoted founders and misleading to stakeholders. Wikipedia, where notable, covers each founder’s contributions in their respective sections or articles. AIQ™ topics for each founder individually plus a topic for the company itself, so the team can see how each is being represented and where attribution drifts. The result is engines that correctly recognize the team’s structure rather than collapsing it.