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Marketing Academy · Field Work●Social Media Marketing
CoreAudit· 45 minutes

The Cadence Audit: Diagnosing a Throttled Threads Account

Winc (formerly Club W)

Objective: Given a 30-day Threads post log with flat reach, apply the lesson's ranking-signal order and Common Mistakes checklist to diagnose why the account is throttled and rebuild the next 30 days' cadence.

You're auditing Winc's Threads account after three months of flat impressions. The brand has been posting daily but growth has stalled since week two.

Categorize 30 days of posts by account type and format, diagnose which of the lesson's Common Mistakes are present, and rebuild the next 30 days.

Before you start

What you'll need

Free path (everything below is enough to finish)

FreeImport the post log, cross-tab performance, and rebuild the next 30 days

Free, sortable, and easy to share the audit with the wider social team

The process

2 steps

Step 01 of 02

Ranking signal order: reply depth, time spent, follows, likes, reposts

The lesson's ranking model weights reply depth, time spent reading the post, follows generated, likes, then reposts, with recency only as a tiebreaker. A post's first 30 minutes of reply activity determines whether the algorithm boosts it into the For You feed at all.

Of Winc's 30 logged posts, how many end in a question versus how many are one-way product announcements with no reply prompt?

Google Sheets— Import the 30-day post log with columns: date, account, post text, ends in question (Y/N), replies, likes.

Procedure

  1. Import the log and add an 'ends in question' column, marked Y or N for each post.
  2. Cross-tab reply count against the Y/N column to see whether question-ending posts actually pulled more replies.
  3. Flag every post published from the brand handle versus a personal account.
  4. Note whether any self-replies happened within 30 minutes of the original post.
Sample output
Cadence Audit (excerpt)

24 of 30 posts: brand handle, no question, avg 3 replies
6 of 30 posts: personal account (founder), ends in question, avg 22 replies
0 of 30 posts: any self-reply within 30 minutes of posting

Healthy

Question-ending, personal-account posts show a clear reply advantage over brand broadcasts.

Unhealthy

24 of 30 posts are one-way brand announcements with zero self-replies.

What this means

The account isn't underperforming randomly, it's structurally mismatched to every signal the algorithm actually weights.

So what do I do about it?

SymptomActionEffort
80% of posts are brand-handle announcements with no questionShift the majority of posting volume to a personal, founder-voiced account with question-ending copy30 min
YouYou can do this yourself, no engineering access required.

Step 02 of 02

Corporate account throttling versus personal accounts

Common Mistake in the lesson: running only the brand account caps the ceiling before content quality even matters, since corporate accounts are demonstrably throttled relative to personal accounts.

What would the next 30 days look like if posting volume shifted from the brand handle to 2-3 personal accounts in the wine niche?

Google Sheets— A rebuild tab in the same sheet.

Procedure

  1. List 2-3 team members who could post personally in the wine/lifestyle niche.
  2. Reassign 20 of the next 30 planned posts from the brand handle to these personal accounts.
  3. Keep the brand handle for resharing and replying to those personal posts, per the lesson's guidance.
  4. Add a same-day self-reply step to every post's plan.
Sample output
Rebuilt 30-Day Plan (excerpt)

20 of 30 posts: personal accounts (2 team members), question-ending
10 of 30 posts: brand handle, reshare + reply only
30 of 30 posts: self-reply scheduled within 30 minutes

Healthy

Majority of posting volume moved to personal accounts, brand handle repositioned to amplify.

Unhealthy

No change to account mix; brand handle still carries the majority of posts.

What this means

Restructuring who posts, not just what gets posted, is the actual fix for a throttled account.

So what do I do about it?

SymptomActionEffort
Brand handle still posting daily announcementsRepurpose the brand handle to reshare and reply to personal-account posts instead30 min
YouYou can do this yourself, no engineering access required.

Final deliverable

A categorized 30-day post audit showing the brand-vs-personal and question-vs-announcement split, plus a rebuilt 30-day cadence shifting volume to personal accounts.

See a reference example
Sample output
Halo Top Cadence Audit (excerpt)

26 of 30 posts: brand handle, no question, avg 4 replies
4 of 30 posts: personal account, ends in question, avg 31 replies
Rebuild: 18 of next 30 posts moved to 2 personal accounts, all ending in a question, self-reply scheduled within 30 minutes of each.

Success criteria

You're done when you can:

  • All 30 logged posts categorized by account type and question-ending status
  • Reply-count comparison drawn between personal and brand-handle posts
  • Rebuilt 30-day plan shifts majority posting volume to personal accounts