AI Argues for small, clean evals before you optimize an agent.
3 hidden linksCapture the signal,
ignore the noise
Pile brings your sources together, summarizes every item with your AI, and files it by theme.
You read what matters. You export to Obsidian or Notion whenever you want.
One product to capture,
one to organize.
Pile Connect brings your sources in. Pile Vault files them. Start with one, keep both.
Plug in your sources
and your tools.
Everything you read goes into Pile, and comes back out where you work.
- Browser extension
- Mobile share
- MCP server for your agents
- Obsidian & Notion export
File and find,
without sorting by hand.
Everything lives in Pile. Your AI suggests, you refine. Export is a way out, never an obligation.
- AI-suggested vaults
- Hybrid search (words + meaning)
- Ask-your-Pile in plain language
- Automatic tags
Works right inside Pile, and with Obsidian, Notion, MCP (Claude, Cursor), and your browser.
What happens inside Pile.
Everything you follow lands in Pile: summarized, filed, and ready whenever and wherever you need it.
- 1 Capturesaves · feeds · imports
- 2 Understandsummary · score · hidden links
- 3 Organizevaults · auto tags
- 4 Retrievewords + meaning search
- Web app
- Desktop app
- Mobile app
- Agents (MCP)
Find the needle in the haystack.
Your saves arrive summarized, scored, and filed. The needle (the study, the repo, the link hidden in the comments) surfaces on its own out of the haystack.
- An AI summary on every item
- The hidden links from comments, recovered
- Vaults and tags suggested for you
33 hidden links found across 335 posts analyzed in beta.
Explore the product →Your sources, together.
What you already read, ingested where it lives. RSS and imports work today, more land over time.
From forgotten to second nature.
What happens between the moment you run into a resource and the moment it serves you again.
- 1
You run into a signal
A sharp post, a dense article, a promising repo. Usually you save it, and never see it again.
- 2
Pile makes sense of it
Captured, summarized, scored. The hidden link in the comments is pulled out. Filed into the right vault on its own.
- 3
You find it again
Three weeks later, you type two words: the needle comes back out of the haystack, already summarized. You read less, you retain more.
Start free.
Pay if you keep it.
LinkedIn and 100 AI summaries per month. No card.
Unlimited sources, unlimited AI, semantic search, Obsidian and Notion export.
Founder access, co-building. 50 seats.
Frequently asked
Does Pile install anything on my computer?
No. You connect your sources from the web app. The browser extension stays optional, mostly useful for LinkedIn and Instagram.
Does my data stay private?
Your content lives in your isolated workspace. It is never resold, shared, or used to train a model.
Can I leave with my data?
Yes. Export to Obsidian, Notion or JSON anytime, with no delay or friction. The export is an exit, never an obligation.
How is this different from an RSS reader?
An RSS reader aggregates. Pile summarizes, groups by theme, and extracts the links hidden in comments. You read less, you retain more.
Does Pile support LinkedIn?
Yes: saves, comments and hidden links included. That is where the differentiator shows most.