LLM-based approach
VS
Crayon
Who will
win the deal
?
A rep using an
LLM-based approach
Expected win rate
??
★ Open Opportunity
Acme Corp
Potential deal size
$
50,000
A rep supported by
Crayon
Expected win rate
??
Let's go
↓
LLM-based approach
Expected win rate
??
Expected win rate
??
Crayon
★ Final result
Much higher expected win rate for reps using
Crayon
over an LLM-based approach.
Click any stage on the chart to revisit that vignette.
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← crayon.co
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Interactive Whitepaper · AI Supply Chain
7 steps to turn raw data into
killer content.
Why you need a process, not just a prompt
Potholes to avoid with horizontal AI approaches
Raw input → finished battlecard, end to end
Opening the interactive whitepaper in a new tab…