Post engagement sample

Retrieve an available sample of accounts liking a public post. Use it as one signal of audience activity.

See who engages with the content

Retrieve an available sample of accounts liking a public post. Use it as one signal of audience activity.

See it in context

A public Instagram post to research engagement

Before discussing a collaboration, you want to review a few available accounts that engaged with one post.

Get available liker records and returned profile fields. Save CSV and review the public accounts individually.

What you get

• An available sample of accounts that liked the post
• Handles and returned account details
• CSV for manual review of the discovered profiles

Why this belongs in your workflow

There are accounts behind the likes. Review an available sample to start a manual check of a specific post’s engagement and choose profiles to research further.

How it works

1. Paste a specific public post or Reel link.
2. Review the available account sample.
3. Save CSV and continue researching selected profiles.

A useful next step

Compare several independent signals before deciding whether an audience suits your campaign.

Worth knowing

A small liker sample cannot establish a bot percentage, identify every ghost follower or describe the profile’s entire audience.

One access. More informed decisions.

All 25 tools are available on the website and in Telegram. Reports are saved for 7 days. Premium access currently uses an invitation password in the bot; paid subscriptions are not enabled. Request allowances and source availability apply. No social account password is required.