Analytics
Weekly strategy surface for deciding where attention should go next.
Executive Summary
Weekly Attention Briefing
X is strongest relative to the current system, but X remains weak in absolute terms. YouTube is the clearest upside repair lane.
Absolute output normalized against the benchmark set. This is the truth-first read, not a blended score.
11.2%
Weak
Relative performance is a normalized ratio. Higher means the lane is converting the comparison set more efficiently.
17.9%
Current lane performance versus the active comparison set.
Opportunity is a normalized ratio. Use it to compare upside between lanes without mixing in raw volume.
62.0%
Normalized upside signal for the active lane.
Competitor gap describes the lane's relationship to benchmark peers. It is a directional label, not a count.
Sparse
Where this lane sits against the closest benchmark.
Confidence combines sample size and benchmark availability. More posts and a live benchmark context increase trust in the lane read.
Developing
Some signal exists, but the sample is still thin.
Command Stack
global- 1
Use X only for controlled tests
- 2
Fix YouTube first
- 3
Stop investing in Substack for now
Content Priorities This Week
What to make next based on the strongest current signals and credible upside.
X
Keep X as the primary publish lane; it still has the strongest current performance.
Youtube
Use reaction-led tests on YouTube; the weekly summary still marks proof as a dead zone here.
Repackage only the strongest hooks into Instagram until the proof dead zone clears.
Engagement Priorities This Week
Where to spend replies, follow-ups, and relationship energy without spraying effort everywhere.
X
Prioritize replies and follow-ups on X accounts with repeat interactions: ziwenxu_, alexabelonix.
Keep warming the repeat Instagram names: tryclawhost.
Youtube
Do not spend engagement time on proof-first YouTube posts; convert comments only when there is already signal.
Thrawn's current content operating window
Treat W14 as an execution outage, not a content verdict: restore daily morning YouTube/TikTok/Instagram cadence with proof-first, tutorial-grade control-plane content and use X only for four conviction hooks.
keep the control-plane thesis, make it more concrete, ship it reliably, and let W15 finally produce usable format data.
Weekly Flight Path
The exact content plan Thrawn wants Cassian to execute this week.
Platform Order
Gemma 4 pushed local-model discourse into the mainstream, Claude-limit frustration kept the trust lane alive, and the current plan window exposed how little value a great thesis has when the delivery system is unreliable. One article is warranted because Substack is flat at 11 subscribers and needs a stronger lead magnet.
Evidence
Supporting signal for All Platforms. This is the proof layer under the weekly recommendations.
Lane Comparison
Compact comparison of lane volume, absolute results, relative performance, and competitor gap.
| Lane | Posts | Abs | Rel | Gap |
|---|---|---|---|---|
| All Platforms | 30 | 11.2% | 17.9% | Sparse |
| Youtube | 10 | 0.5% | 0.0% | Near Benchmark |
| TikTok | 0 | 0.0% | 0.0% | Sparse |
| X | 3 | 29.6% | 58.0% | Sparse |
| 7 | 1.9% | 0.0% | Ahead | |
| Substack | 3 | 0.0% | 0.0% | Sparse |
Per-Lens Drilldown
Required truth panel for the active lens, with the metrics that actually change decisions.
Posts Tracked
30
Best available exposure proxy for the active lane, normalized into a raw count.
—
Average engagement rate from the active lens' current top posts.
6.7%
The platform baseline engagement rate used as the directional comparison point.
0.4%
The truth-first normalized result after removing blended scoring.
11.2%
The normalized performance ratio for the active lane.
17.9%
The normalized upside signal for the active lane.
62.0%
Overall Priority
#0.244
Directional relationship to the nearest benchmark lane.
Sparse
A sample-size and benchmark-availability read for how much trust to place in the lane.
Developing
Top Posts
Best performers by Interaction density relative to views or impressions. Higher means the post earned stronger response per unit of attention. in the current lens.
unknown
Dead Zones
Formats that are drawing attention without meaningful response.
2/2 posts had zero reply/comment signal and avg engagement rate was 0.0000
5/5 posts had zero reply/comment signal and avg engagement rate was 0.0000
3/3 posts had zero reply/comment signal and avg engagement rate was 0.0000
4/4 posts had zero reply/comment signal and avg engagement rate was 0.0000
Relationship Signals
Names already showing repeat behavior. A A repeated interaction pattern from the same account. Stronger signals indicate warmer prospects for replies and follow-ups. is usually a better use of time than cold outreach.
Feedback Drilldown
0.004
tiktok
0.025
x
0.111
youtube
0.004
Testing
reaction
Avoid
viral_ride, proof, hot_take, unknown
Best Types
reaction, hot_take, viral_ride
Double Down
None
Platform Health
All
unknown
Baseline ER —
Posts 7d —
Youtube
active
Baseline ER 0.4%
Posts 7d 10
TikTok
active
Baseline ER 2.5%
Posts 7d 7
X
active
Baseline ER 11.1%
Posts 7d 5
active
Baseline ER 0.4%
Posts 7d 7
Substack
no_data
Baseline ER 0.0%
Posts 7d 0