CreatorOS

Feedback loop

Analytics and insights

Manual metrics feed the next planning cycle. CSV import is represented through a server-side S3 presign boundary.

Views

35,550

Likes

1,725

Comments

219

Saves

393

Followers

93

CSV metrics import

Download the template, upload raw metrics to S3 when configured, preview row deltas, then commit valid rows into the feedback loop.

Download template

Best-Time Analytics

First-party metrics only. Recommendations stay low confidence until at least 5 samples exist per slot.

6 metric samples

Tue · 09:00

13,014

1 samples · low confidence

Thu · 09:00

11,856

1 samples · low confidence

Sat · 09:00

10,698

1 samples · low confidence

Mon · 09:00

9,540

1 samples · low confidence

Wed · 09:00

8,382

1 samples · low confidence

Fri · 09:00

7,224

1 samples · low confidence

Top posts by views

A practical system for measuring creator momentum #30

2026-06-30

X7,650 views

A practical system for measuring creator momentum #25

2026-06-25

LinkedIn6,960 views

A practical system for measuring creator momentum #20

2026-06-20

Rednote6,270 views

A practical system for measuring creator momentum #15

2026-06-15

YouTube5,580 views

A practical system for measuring creator momentum #10

2026-06-10

X4,890 views

A practical system for measuring creator momentum #5

2026-06-05

LinkedIn4,200 views

Stored Insights

Operational posts are earning stronger saves

Workflow-driven posts have the highest save rate. Keep making the operating loop visible instead of publishing isolated tips.

Lead next week with the planning loop before introducing tools.Turn the best LinkedIn carousel into a YouTube short and Rednote checklist.

Each platform needs a different job

LinkedIn is carrying trust-building, X is carrying concise prompts, YouTube is best for workflow explanation, and Rednote needs more concrete templates.

Use LinkedIn for proof and frameworks.Use X for prompts and fast experiments.

Action items

Turn the latest insights into concrete next-cycle work cards.

Turn the strongest workflow post into a LinkedIn carousel

Use the saved-rate insight to package the operating loop as a 6-slide carousel before the next planning review.

Due 2026-06-14

Create a Rednote checklist version

Convert the platform-fit insight into a concrete checklist post with first-person examples and save-oriented framing.

Due 2026-06-16

Generate Next-cycle Insight

Uses the current plan and manual metrics, with fallback if AI is unconfigured.