Comment sentiment report

Get an AI review of an available comment sample: questions, themes and positive or negative reactions, alongside the source comments.

Understand the audience’s reaction

Get an AI review of an available comment sample: questions, themes and positive or negative reactions, alongside the source comments.

See it in context

A public video’s comments · YouTube

A video has received comments. You want a quick view of questions, positive reactions and points that need clarification.

An available comment sample is collected first. AI then outlines themes, questions and sentiment, referring to record numbers. Check the conclusions against the actual comments.

What you get

• Available comments from Instagram, TikTok or YouTube
• A concise AI review of themes, questions and reactions
• Source records in CSV and analysis text you can copy

Why this belongs in your workflow

Turn scattered comments into clearer questions and themes. AI helps review the retrieved sample, while the source text stays alongside it so you can check the interpretation.

How it works

1. Paste a public post or video URL from a supported platform.
2. Wait for the sample collection and AI review.
3. Check conclusions against comment numbers and choose your next response.

A useful next step

Start with one repeated question or concern and decide whether it needs a response, a guide or a product change.

Worth knowing

AI analyses only the retrieved sample and can be wrong, especially with sarcasm. Findings do not describe the whole audience or measure its overall sentiment.

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.