AI reasoning vs. spreadsheets: why lead scoring needs both evidence and context

What spreadsheets do well

Spreadsheets are great at storing data, sorting lists, and sharing them across a team. Most sales teams have a perfectly good one.

But a spreadsheet ranks on the criteria you already thought of. It cannot notice that a company's hiring pattern changed last month.

What AI reasoning adds

AI reasoning evaluates companies continuously, combining signals across sources — the way a sharp analyst would, but at scale.

It does not replace judgment. It augments it with a complete, always-current picture of every company in your market.

The key difference: the 'why'

A spreadsheet tells you a company scored 87. Contextual Intelligence tells you why: two funding rounds, a hiring surge, and a new certification — each with its source.

When your team can see the reasoning, they can act with confidence and verify before they reach out.