SocialWire / Scoring
The ×normal score

What is an overperforming score?

An overperforming score shows how much better a post is doing than that account's typical post. SocialWire calls it ×normal: a post at 6× normal has six times the interactions that account usually gets.

Updated October 2026

×normal = this post's interactions ÷ the account's typical post

To confirm How "typical post" is calculated (which recent posts count, and whether it's an average or a median) needs to be confirmed with the product team before publishing.

A worked example

AccountTypical postThis post×normal
Cedar Valley Gazette (18K followers)2941214.2×
Rep. Dana Whitfield (64K followers)2272,1809.6×
National News Network (9.1M followers)6,8007,5001.1×

By raw interactions the national outlet is first. By ×normal it's last, because 7,500 is an ordinary night for an account that size. The local paper's post is the real outlier. Sample accounts.

How to read the score

These are rules of thumb, not hard cutoffs. A quiet account can jump to a high score on a modest number of interactions, so check the raw count too.

Why not just sort by likes?

Sorting by likes always puts the biggest accounts on top, so a list that mixes local pages and national outlets turns into a list of national outlets. Engagement rate (interactions divided by followers) helps a little, but it ignores how each audience actually behaves. Comparing each post with its own account's history answers the question an editor actually has: is this unusual?

Is this the same as CrowdTangle's overperforming score?

It's the same idea. CrowdTangle compared a post with what that account usually got, and SocialWire does too. SocialWire applies it across Facebook, Instagram, X, Threads, YouTube and Bluesky in a single list.

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