Analyze Comments by Post

How to create an analysis

Use this guide to create a comment section analysis with Sifty score summaries, insights, and exportable data.

To create an analysis, you need to upload posts first. See How to upload posts


Create an analysis

1

From your Siftsy dashboard, click on the top bar that says Choose posts by campaign, tag, account and more

2

In the selection panel that appears, choose your preferences

  • Campaign filters by campaigns you've created

  • Tag filters by tags you've applied to posts

  • Account filters by the account that posted the content

  • Platform filters by platform, including Instagram, TikTok, YouTube, X, or LinkedIn

  • Date Range filters by post publication date

  • Sifty Score filters by score range: Off (1-2), Sub Par (3-4), Good (5-6), or Immaculate (7+)

3

If you want to filter specific posts, expand the Advanced section at the bottom and paste any post links into the Filter by Post Link text box

4

Click anywhere outside the selection panel to apply your filters

All posts that match your filters will appear with a comment section analysis, which includes a Siftsy Score that gauges the overall vibe of comments within their post context on a 1–10 scale, a high-level summary of the surfaced insights, deeper-level breakdowns by conversations, topics, keywords, and emojis, and the most notable comments found on the posts.

  • The Posts count at the top shows how many posts match your filters in real time

  • Click Clear to remove all filters and clear your analysis

  • In the selection panel, use the Any option to include all options for that filter

  • Each time you apply new filters, a separate analysis is created


What's next

Explore the comments surfaced by your comment section analysis in How to explore comments, or if you want to share a current analysis, see How to export an analysis.

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