Trust Is Earned Per Document
Professional users don't decide to trust a tool. They decide to trust an output. Then another. Then another. The trust is incremental, not wholesale.
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Embedded Before They Arrive
The goal in a new protocol market isn't to win — it's to be embedded before the serious competition shows up.
The Freemium Trigger
Freemium works when the free tier proves value and the paid tier removes the specific friction the free tier creates.
The 10x Value Question
Before you price anything, answer one question: what does the manual version of this cost right now?
Adjacent Risk
The tools that can replicate you most easily aren't the ones who compete with you directly. They're the ones doing something adjacent.
Cite Your Sources
Source citations aren't a nice-to-have in professional document workflows. They're the feature that determines whether a professional will trust the output.
The Hard Part
When building a document processing tool, the code is the easy part. The schema is the hard part.
Five Percent
Eleven thousand tools exist. Less than five percent make money. That gap isn't a failure — it's an opportunity with a very specific shape.
The Orchestration Layer
The most durable position in a maturing tool ecosystem isn't one of the tools. It's the layer that connects them.
The YC Signal
When a YC-backed company builds the same thing you're planning to build in an adjacent vertical, that's not a threat. It's a validation.