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Free LinkedIn Comment Opportunity Scorer

Paste a post and see whether it is worth commenting on for warm lead generation, with useful comment angles before you jump in.

  • No LinkedIn login
  • Result before email
Comment Opportunity Scorer Prospecting
167 / 6,000 characters

Score whether a post is likely to reach relevant buyers, then get comment angles that add value without pitching.

Sample result

Decide where to comment

Scored from the sample post. Paste your own post and score it to make it yours.

Opportunity score: medium68/100

The post names a problem B2B founders recognize and leaves room for a practical comment, but it asks readers nothing, so replies depend on what you add.

Why it is worth commenting

  • The topic, warmer signals before outbound, sits close to the work your audience does.
  • The post ends without a question, so a useful comment can start the thread.
  • People who agree with it are likely to be founders and sellers who feel the same pain.

Risks to avoid

  • Mentioning your product in the thread will read as hijacking it.
  • A short agreement adds nothing and is unlikely to earn replies.

Add a practical step

One thing that helped: before any DM, sort the people who commented by whether they fit the buyer you sell to. The list gets short fast, and every message has a real reason behind it.

Adds a concrete method readers can use today without pitching anything.

Ask a sharp question

Agree on warmer signals. Where do you draw the line between a comment worth a follow-up and one that is just being polite?

Invites the author and readers to reply with their own rules.

Next action: Leave the practical-step comment early, then check who replies to or reacts to it over the next day.

How it works

  1. Step 1

    Paste the post

    Use posts from creators, competitors, prospects, or industry conversations.

  2. Step 2

    Check the score

    Look for high buyer relevance, a useful angle, and low risk of sounding promotional.

  3. Step 3

    Track the response

    After commenting, Embers can surface the ICP-fit people who reply or react.

FAQ

Questions about the
Comment Opportunity Scorer.

Straight answers about what this tool does and where Embers fits.

Browse all free tools

It is a post where leaving a useful comment could put you in front of relevant buyers, generate replies, or create profile views from people who match your ICP.

You can comment on public competitor or creator posts when you can add genuine value. Avoid pitching or hijacking the thread. Useful comments teach, clarify, or ask a thoughtful question.

Embers tracks replies and reactions to your comments and surfaces the people who match your ICP, so you can follow up with context.

Your next pass

Comments can create
pipeline too.

Embers tracks who engages with the comments you leave under bigger conversations.

Your first 2,000 engagers free · No card to start · No LinkedIn login · Cancel anytime