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LinkedIn Comment Assistant

Join the conversation. Sound like you.

Turn a post you choose into three useful, human-sounding replies. Review every word, select your favorite, and publish only when you confirm.

Gemini-powered drafting No password collection No automatic posting
Why the post text is still requested: standard LinkedIn apps can publish with permission, but LinkedIn restricts reading arbitrary member posts from a pasted URL. The link identifies the post for publishing; the text gives Gemini the content to respond to. Short lnkd.in links are expanded automatically.
Step 1 · Source

Bring the post

Paste a full LinkedIn URL or an lnkd.in short link, plus the visible text for Gemini.

Checking…Connect LinkedIn

Private by design: we never ask for your LinkedIn password or store profile details. The OAuth token stays encrypted in an HttpOnly cookie in this browser. Post text is sent to Gemini only for this request.

Step 2 · Review

Choose your comment

Edit any draft before selecting and publishing it.

✦
Your best reply starts here.Paste the post text, choose a tone, and Gemini will create three editable options.

Human-first AI

Built for authentic replies

  • Three distinct drafts instead of generic praise.
  • No invented facts, metrics, or personal experience.
  • Every option stays editable before it leaves the page.
  • You choose whether anything is published.
Account safety

No background automation

The assistant uses LinkedIn OAuth and a user-confirmed API request. It does not scrape feeds, collect passwords, mass-comment, or run unattended engagement activity.