Industry research

What actually predicts a close.

Buying looks different in every industry, and a scoring model that ignores that is wrong in a way nobody notices. These are the starting positions Kaypo ships with, and the reasoning behind each one. Disagree with any of it and change the numbers.

Education technology

Procurement and privacy review carry the deal. Silence is not a warning sign.

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Financial services and fintech

Vendor risk review is the deal. Nothing closes before security clears.

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Healthcare and life sciences

A clinical champion plus a compliance path. Both, or neither counts.

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Cybersecurity

Technical evaluation and a crowded field. Competitor mentions cost real points.

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Developer tools and infrastructure

Bottom-up. One engineer in the docs outweighs a meeting with their VP.

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HR technology and people operations

A consultative sale on a calendar. Demos and stakeholders, not web traffic.

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Marketing and advertising technology

Fast, crowded, and marketers respond to marketing. Weight the funnel.

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Manufacturing and industrial

Relationships and capital cycles. The web tells you almost nothing.

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Agencies and consultancies

A partner signs when the hours become billable. Meetings decide it, not paperwork.

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Nonprofits and foundations

A funding cycle and a board decide it. A stalled deal here is often still alive.

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Construction, trades and field service

The buyer is on a site. A reply is worth more here than anywhere else.

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Hospitality, food service and physical retail

An operator signs, fast. A quiet deal is often a busy season rather than a no.

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Energy, utilities and resources

Capital budgets and safety review. A two week silence here is normal.

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Media, publishing and entertainment

A production deadline decides it. When the date passes the deal is gone, not slow.

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Logistics and supply chain

Operationally urgent, seasonally frozen. Integration questions mean intent.

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Public sector and government

The procurement process is the deal. Everything else is commentary.

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Retail and ecommerce

Fast outside the freeze, dead inside it. Time the pipeline, not the interest.

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Professional and financial services firms

A partner decides. Speed of reply is the strongest signal you have.

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Insurance and insurtech

Carrier procurement, long cycles, and a relationship that predates the deal.

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Real estate and property technology

Fragmented buyers who move quickly once they engage.

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Legal technology

Partner consensus and confidentiality review. Slow is normal, quiet is not fatal.

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