For the complete site index, see llms.txt.
Feature requests clustered, competitors tracked, sprints prepped.
Your apprentice synthesizes signal from every feedback channel, monitors the competitive landscape, and preps every ceremony — so you build what matters.
Amplitude
PostHog
Jira
Linear
Zendesk
Intercom
Fireflies.ai
SlackSignal from noise
Every ticket, conversation, call transcript, and NPS comment clustered by theme in a living table — weighted by frequency and revenue, mapped to your roadmap.
Competitors tracked
Competitor changelogs, blogs, and release notes mapped weekly against your roadmap: what they shipped, what you didn't see coming, what their hiring signals.
Ceremonies start informed
Velocity trends, carryover, and blockers pulled before every retro; ready-for-dev and at-risk dependencies summarized before every planning. Ceremonies start informed.
Behavior decoded
Amplitude and PostHog read against your roadmap weekly: declining engagement, drop-off steps, power-user patterns — with the queries attached so you can check its work.
The Product Guild
Everything above installs 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
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