Market Assessment

Market & competitive landscape

Market sizing, the vibecoding wave, and Assembly's positioning against single-user generation tools.

Positioning thesis

vs. Lovable / v0 / Bolt

Generation tools serve a single technical-adjacent user typing prompts. Assembly is a multi-human, multi-agent live session โ€” the collaboration surface itself, not a code generator with a chat box.

vs. Devin / autonomous agents

Autonomous coding agents still produce software as the artifact. Assembly makes software invisible โ€” the product outcome and the evergreen session are the artifacts.

vs. meeting AI (Read.ai etc.)

Meeting tools summarize conversations. Assembly's agents participate in them โ€” probing, extracting requirements, and materializing a working app before the meeting ends.

๐Ÿ“Š  Full market assessment (TAM/SAM/SOM, competitive teardown, pricing benchmarks) is in progress.
Drop documents into public/market/ and link them here.