Channel guide

Developer marketing that reads like a peer, not a banner ad

The Demand Graph is designed for the kind of text-heavy communities where your buyer already lives, not for interrupting their workflow with cold email about “quick calls”.

Earn attention

In dev communities, the asset is a correct, concise answer. The system helps you show up where the question is — you bring truth; Scout helps with speed and structure.

Avoid spam pattern

The product discourages link-dump behavior by design, focusing on a hosted page and profile path instead of a messy URL in a flame war.

Attribution for technical proof

When the signup happens, you still get the which-thread story — to double down on the right channels later.

Compare us to outbound and community tools — with numbers, not star ratings.

See comparisons