Your saved posts AND new posts from the accounts you follow, comments and hidden links included.
LinkedIn mixes two things you want to keep: the posts you save for later, and the new posts from accounts you follow, buried in a noisy feed. Pile captures both. For each post it reads the comments and pulls out the most useful link (the study, the repo, the tool), which often lives there rather than in the post body. You get the resource, not just the teaser.
Extracted, ready to revisit
- The full post text, not the truncated "see more" preview.
- The comments, and above all the links inside them (GitHub repo, arXiv study, article, tool).
- New posts from the accounts you follow, the moment they publish (LinkedIn Follow).
- The author, their role and the date, so you can filter by person or theme.
- Images, PDF carousels and documents attached to the post.
Connect LinkedIn
- 1
Install the extension
Add the Pile extension to your browser. It reads your saved posts from your LinkedIn session, locally, and never asks for your password.
- 2
Run a capture
Open your Saved posts page on LinkedIn, click the Pile icon. The extension walks your saves and pulls text, comments and media.
- 3
Pile extracts hidden links
For each post, Pile reads the comments and isolates the URLs (GitHub, arXiv, articles). Those links surface next to the post, tagged "link in comment".
- 4
Summary and filing
Your AI summarizes each post, scores it and tags it. You filter by author, theme or whether a hidden link is present.
Concretely, what for
Follow accounts without the feed noise
You follow experts or companies, but their feed is drowned in reactions and reposts. Pile pulls their new posts, summarizes them and files them. You read the essentials, no scrolling.
Recover the hidden resource
The repo or the study referenced lives in a comment, not the post. Pile isolates those links and surfaces them next to the post, tagged "link in comment": one click and you have the real resource.
Build your topic watch
Save broadly, let Pile summarize, score and tag. You end up with a base you can actually revisit by theme, not a list of saves you will never open.
Practical tips
- Save a post on LinkedIn the moment it interests you: the next Pile capture pulls it in, comments included.
- The differentiator shines on technical posts: those hide the most useful links in the comments.
- Extraction stays local in your browser. Pile only stores what you send to your Pile.
If something breaks
A saved post is missing from Pile
Run a capture again from your Saved posts page: Pile only pulls what is visible in your session. For a very recent save, give LinkedIn time to show it in your list before re-running.
Comments are not coming through
Some posts collapse comments by default. Open the post on LinkedIn to expand the thread, then run the capture again: Pile reads what is shown.
I do not see new posts from a followed account
Check that the account is in your follow list and that a capture ran recently. The watch runs on a schedule: a brand-new post may wait one cycle before landing in your Pile.
Frequently asked
Do I have to give Pile my LinkedIn password?
No, never. The extension reads your saves from your already-open browser session. Pile never sees your credentials.
Is this compliant with LinkedIn terms?
Pile captures your own saved data, for personal use, from your own session. It is not third-party scraping.
Do the hidden links really work?
Yes: in beta, 33 hidden links were found in comments across 335 posts analyzed. It is the heart of the Pile differentiator.
Keep filling your Pile
Ready to connect LinkedIn?
Connect your first source in 30 seconds. No card, no account to try.