Social and ethical risk

What this measures

This factor measures whether the idea could run into trouble around trust, reputation, or ethics. It is less about breaking a specific law and more about whether people would feel good or uneasy about what you do once they understand it. The simple test: if a fair-minded person watched exactly how the business makes money, would they nod or would they wince?

Because this is a risk factor, it scores in reverse. Lower risk earns a higher score. An idea whose value is plain and whose method nobody would object to scores high here. An idea that profits from confusion, harm, or anything you would rather not explain out loud scores low.

Why it matters

Trust is slow to build and fast to lose, and a business that spends it instead of earning it carries a hidden fragility. The model can work for a while, right up until the moment people understand what is really going on. Then the reputation that took years to build can unwind in a week.

This risk often hides inside a model that looks clever. A business that makes money when customers are confused, that quietly exploits a group, or that depends on a practice people would reject if it were visible, is borrowing against its own future. Even when nothing is illegal, the social cost shows up as churn, bad press, platform bans, or a workforce that does not want to be associated with it.

Low risk here is a quiet asset. When the value is honest and the method is something you would happily describe on the record, the business compounds trust instead of betting against it.

How it affects your recommendation

Low social and ethical risk raises this score and supports the recommendation by removing a reputational trapdoor. It weighs less than the technical and legal risks, but a serious problem here can still undermine an idea that looks strong everywhere else.

When the risk is high, the report names it plainly and usually points to reshaping the model so the business wins only when the customer does. An idea that needs people to stay confused or harmed in order to work is worth rethinking before you build it, not after.

Example

A service that drafts polished proposals for small agencies creates obvious value: the client gets a stronger document, faster, and everyone can see how. The social risk is low as long as the work is disclosed as assisted and the claims in it are true. Now imagine the same tool tuned to fabricate case studies and invent results to win deals. The mechanics are nearly identical, but one builds trust while the other manufactures deception that collapses the first time a buyer checks. Same product, very different ethical risk, and that gap raises the honest version's score here while sinking the other.