How Match Scoring Works: The Algorithm Behind Better Business Meetings

Product · 4 min read · Published · By MeetBridge

Not all business meetings are created equal. Match scoring is the technology that makes the difference between a productive call and a wasted half-hour.

Match scoring evaluates compatibility across multiple dimensions and produces a percentage score representing how likely a meeting would be productive.

The first dimension is industry alignment. The algorithm weights direct industry matches highest, with partial credit for adjacent industries.

Geographic focus is the second dimension. Regionally focused companies get stronger matches with partners in their specific markets.

The third and most important dimension is intent compatibility. The more specific and complementary the intentions, the higher the intent score.

Availability overlap ensures that matched companies can actually meet.

Green scores (above 70%) indicate strong matches, yellow (40-70%) suggest moderate potential, and gray scores indicate lower alignment.

This transforms business development from a numbers game into a precision activity.

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