Cedarloop Research Analysis

A pass over Allen's research posts plus the standup transcripts. User-interview signal is grouped by theme and counted by how many distinct people or notes raised it. Two tables: Cedarloop (the product) and Ideas from potential design partners (adjacent problems worth chasing). Each row carries a priority and, where relevant, a status.

Counting method: by theme/feature. Each person or note is counted once per theme; counts are a judgement call where feedback overlapped. P0 do first · P1 soon · P2/P3 later bets.

Cedarloop — mention frequency

Every theme raised about the product, with who raised it. Click any column header to sort; filter by category or search.

Theme Status Mentions Category Priority Raised by

Detail on the top recurring themes

Ideas from potential design partners — mention frequency

Adjacent problems and product bets surfaced in research calls. Same controls as the Cedarloop table.

Theme Mentions Category Priority Raised by

Detail on the strongest bets

Caveats Allen flagged himself

Senior-IC bias. Two of the strongest "who's working on what" signals came from senior ICs (Ada PM, Sanity design-systems lead). Allen's own note: senior ICs often have a bee in their bonnet that execs won't fund. Validate with executives (Sam Pillar / Forest at Jobber, Brett at Wealthsimple) before committing.

The durable-problem test. People increasingly vibe-code their own fix. A problem is only worth building if it can't be cheaply vibe-coded — needs to be hard to get right, or needs a central system an individual can't run.

Median vs frontier. Open strategic question: build for the median company (Jobber-style) that will pay to be levelled up, or the frontier team that mostly solves its own problems. Unresolved on purpose.

Generated from Allen's research channel posts and the standup transcripts provided. Counts reflect distinct people/notes per theme and are a judgement call where feedback overlapped.