For the complete site index, see llms.txt.
Feature requests clustered, competitors tracked, sprints prepped.
Your apprentice synthesizes signal from your support channels, monitors the competitive landscape, and preps every ceremony — so you build what matters.
Amplitude
PostHog
Jira
Linear
Zendesk
IntercomSignal from noise
Every support ticket and conversation clustered by underlying need in a living table — weighted by how many accounts raised it and which ones, with verbatim quotes attached.
Competitors tracked
Competitor changelogs, blogs, and release notes read weekly against what you sell: what they shipped, what gap it closes, what you didn't see coming, what their hiring signals.
Ceremonies start informed
Every Monday, velocity trends, carryover, and blocked time pulled for the retro; ready-for-dev items and unresolved dependencies summarized for planning.
Behavior decoded
Amplitude and PostHog read every Thursday: declining engagement, drop-off steps, power-user patterns — with the queries attached so you can check its work.
The Product Guild
Everything above is enlisted together in one step — 2 agents, 4 assignments, and the tables and knowledge they work from, configured from a handful of answers.
Feedback Analyst
Clusters what customers said by the underlying problem rather than the feature they asked for.
Sprint Steward
Prepares retro and planning from what the tracker actually shows, including the carryover nobody mentions.
Assignments
- Competitive Feature Tracker
- Feature Request Clustering
- Sprint Retro & Planning Prep
- Product Analytics Synthesizer
Set up for you
- Feature requests table
Competitive Feature Tracker runs the moment you enlist — it needs no integration at all, so there is a real work product waiting before you connect anything.
Put your product apprentice to work
From $200 per seat per month, credit included. Cancel a monthly plan anytime.