Your churned users left you a note.
You just never had time to read it.
Auto PM monitors Reddit and App Store reviews for you. It finds the signal, ranks features by demand, writes the spec, and breaks it into tasks. You just build.
One pipeline.
Zero manual work.
Connect anywhere your users talk.
Reddit threads and App Store reviews - pick your sources and keywords. Auto PM pulls everything automatically, daily or weekly.
Scores every signal on 4 dimensions.
Frequency, pain level, source diversity, recency. Each piece of feedback gets a score. What rises to the top is what your users actually need — backed by their own words.
A full product spec, not just a score.
Problem statement, proposed solution, edge cases, success metrics. The top recommendation becomes a document you can hand straight to engineering.
Dark Mode Support
Priority: HighUsers report eye strain during evening sessions. 23% of support tickets mention brightness as a pain point.
Implement system-aware theme toggle using CSS variables + `prefers-color-scheme`. Persist choice in localStorage.
- •OLED black crush
- •Print styles
- •Images without alpha
- •< 3s toggle latency
- •Zero layout shift
- •AA contrast pass
From "what to build" to "what to code".
Every spec decomposes into 5–8 developer tasks with implementation details, file targets, and dependencies. Go from idea to assign in minutes.
This week's top signal: Dark Mode
Found in 47 mentions across Reddit, App Store, and Twitter. Demand score: 9.2/10
No new tool. Reports come to you.
Email or Slack — whichever you prefer. No dashboard to check, no login to remember. The insights find you.
Meet Our AI Agents
A cohesive team of highly specialized autonomous agents designed to automate your entire product management and engineering feedback loop.
Reddit Collector
Specialized to scrape Reddit for user feedback, filtering by keywords and subreddits.
App Store Collector
Scrapes iOS and Android app store URLs to gather detailed user reviews and pain points.
Analyst Agent
Interrogates historical memory via Mem0, cross-references new data, and ranks features by impact score.
Spec Writer Agent
Drafts an implementation-ready technical specification from the top recommended feature, complete with architecture.
Breakdown Agent
Translates technical specs into 5-8 developer tickets, sizes them (S/M/L) and maps out dependencies.
Delivery Agent
Hooks into Slack and Email to deliver the finished reports, specifications, and tickets straight to your team.
The Autonomous Pipeline
Watch our specialized Mastra agents orchestrate an end-to-end feedback loop. From raw data to developer-ready specifications.
1. Data Collection
Specialized agents scrape Reddit, App Store reviews, and custom sources to securely ingest raw user feedback into the pipeline.
2. Analysis
The Analyst interrogates historical Mem0 data to avoid duplicate requests, cross-references new data, and ranks features by impact score.
3. Spec Drafting
Takes the highest-priority feature recommendation and drafts an implementation-ready technical specification, including architecture and UI requirements.
4. Breakdown
Translates the technical specification into 5-8 developer-ready tickets, mapping dependencies and sizing each task (S/M/L).
5. Delivery
Bundles the completed reports, specs, and Jira-style tickets and dispatches them straight to your team channel via Slack or Email.
Pay per run, not per seat.
Run your autonomous pipeline daily or weekly. No hidden fees, no per-user pricing, no surprises on your invoice.
Starter
Perfect for evaluating the pipeline.
- 30 analysis runs / month
- Reddit collectors
- Top Feature Ranking
- Standard Context
- Email Delivery
Pro
The complete autonomous feedback loop.
- 180 analysis runs / month
- Reddit & App Store collectors
- Automated Spec Generation
- Mem0 Context Retention
- Slack & Email Delivery
Frequently asked questions
Everything you need to know about the product and how it works.