LinkedIn Feed · Product Concept
LinkedIn's feed drives massive engagement. AI can make every interaction count.
Members can like, comment, repost, share, send, or save. Engagement is up across the board — but Save is the one signal that captures real professional intent. Right now, that intent sits idle. A Newsfeed Agent changes that.
LinkedIn's momentum — from earnings
+37%
Comments YoY
Q2 FY25 · Jan 2025 ↗
+36%
Video watch time YoY
Q3 FY25 · Apr 2025 ↗
+30%
Paid video ads YoY
Q2 FY26 · Jan 2026 ↗
$2B+
Premium annual run rate
Q2 FY25 · Jan 2025 ↗
2×
Short-form video growth vs. other formats
Q2 FY25 · Jan 2025 ↗
~1%
of members post weekly
99% consume — Northeastern, Apr 2025 ↗
Members are watching more, commenting more, paying more. The feed is working. The next unlock is turning that passive engagement into completed professional actions.
The save signal
In September 2025, LinkedIn added Saves to post analytics for the first time — recognizing it as a stronger intent signal than likes or comments. One post with 302 comments had 596 saves — nearly 2× more saves than any other interaction. That intent goes unacted on.
“I save posts because I want to come back to them later, but when 'later' comes, I can't find what I need without scrolling forever. Like, why even bother saving things?”
r/linkedin · January 2025 ↗
“I have saved tons and tons of LinkedIn posts over the years... LinkedIn does not have folders to organize our saved posts. Anyone figured out a solution?”
r/linkedin · June 2024 ↗
“There was a job I really wanted, and the hiring manager made a post about it. To send a direct message, I had to upgrade to a premium account...”
r/linkedin · December 2024 ↗
“Every day I watch amazing roles slip away because I can't message hiring managers or see if I'd even stand a chance.”
r/linkedin · April 2025 ↗
“LinkedIn keeps getting worse. And they don't know how to utilize AI in any helpful way.”
r/recruitinghell · May 2025 ↗
The concept
A Newsfeed Agent— an AI layer that activates on Save. When you save a job post, the agent applies. When you save someone's post, the agent drafts the outreach. When you save an article, the agent summarizes and asks what you want to do with it.
This is only possible on LinkedIn. The agent uses your profile to pre-fill applications, your network graph to suggest who to forward things to, and your career context to make every suggestion intelligent. Any platform can build a bookmark. Only LinkedIn can make it act.
Natural Premium upsell: agent actions are gated above free tier — extending the $2B+ Premium flywheel to a new use case with clear, recurring value.
Prototype — try it
← Pick a scenario to see the agent in action
Aatif Awan
VP Product at LinkedIn
We're hiring a Senior PM to own LinkedIn Feed Consumption — the UX layer that shapes how 1B+ members experience content every day. Rare role. High ownership.
🔖 Saved 3 days ago
You saved this. Want me to apply?
Natural premium upsell — agent features gated above free tier