Pipeline running

Stop the pipeline?

Every stage pauses before its next step and nothing is published. It's never the wrong call when something looks off.

Reports

Is the system getting better, is it earning, and where is everything right now?

Review time per article
4.9 min
↓ 15% in 30 days

Average of the last 7 days. Falling means the system is learning.

Approved on first review
100%
↑ from 77%

Share of articles approved the first time they were read.

Review time, day by day30 days
0.0m3.8m7.5m09-1109-2510-10
▾ Data table
DateMinutes per article
2026-09-116.6m
2026-09-126.0m
2026-09-136.5m
2026-09-146.2m
2026-09-155.3m
2026-09-164.7m
2026-09-174.7m
2026-09-184.0m
2026-09-194.5m
2026-09-204.0m
2026-09-214.0m
2026-09-224.1m
2026-09-234.3m
2026-09-243.6m
2026-09-253.5m
2026-09-263.2m
2026-09-274.2m
2026-09-28—
2026-09-29—
2026-09-30—
2026-10-01—
2026-10-02—
2026-10-03—
2026-10-04—
2026-10-05—
2026-10-06—
2026-10-07—
2026-10-084.9m
2026-10-09—
2026-10-10—
First-review approvals, day by day30 days
0%50%100%09-1109-2510-10
▾ Data table
DateApproved on first review
2026-09-1173%
2026-09-1256%
2026-09-1380%
2026-09-1464%
2026-09-1588%
2026-09-16100%
2026-09-1778%
2026-09-1878%
2026-09-1990%
2026-09-2050%
2026-09-21100%
2026-09-2263%
2026-09-2375%
2026-09-2467%
2026-09-2573%
2026-09-2667%
2026-09-2767%
2026-09-28—
2026-09-29—
2026-09-30—
2026-10-01—
2026-10-02—
2026-10-03—
2026-10-04—
2026-10-05—
2026-10-06—
2026-10-07—
2026-10-08100%
2026-10-09—
2026-10-10—
Why articles get sent back43 in 30 days
  • Image19%
  • Structure14%
  • Thin14%
  • Shallow audience variant12%
  • Duplicates our page9%
  • Unsourced claim7%
  • Sounds generic7%
  • Duplicates a competitor7%
  • SEO / technical7%
  • Wrong voice5%
▾ Data table
ReasonShare of rejections
Image19%
Structure14%
Thin14%
Shallow audience variant12%
Duplicates our page9%
Unsourced claim7%
Sounds generic7%
Duplicates a competitor7%
SEO / technical7%
Wrong voice5%

“Other” is 0% of rejections — under the 5% line.

Model spend$0 this month
$0.00$3.25$6.50daily budget $86.67 · far above current spend09-1110-10
▾ Data table
DateSpend
2026-09-11$2.32
2026-09-12$1.99
2026-09-13$2.17
2026-09-14$2.42
2026-09-15$1.78
2026-09-16$1.81
2026-09-17$2.04
2026-09-18$1.98
2026-09-19$2.03
2026-09-20$2.24
2026-09-21$1.33
2026-09-22$1.72
2026-09-23$1.81
2026-09-24$2.01
2026-09-25$2.49
2026-09-26$2.78
2026-09-27$5.77
2026-09-28$0.69
2026-09-29$0.00
2026-09-30$0.00
2026-10-01$0.00
2026-10-02$0.00
2026-10-03$0.00
2026-10-04$0.00
2026-10-05$0.00
2026-10-06$0.00
2026-10-07$0.00
2026-10-08$0.00
2026-10-09$0.00
2026-10-10$0.00

$0.00 of the $2600 monthly cap · $0.206 per article vs $0.25 planned

Quick checks over timeshare per week
0%50%100%08-3109-1410-05
▾ Data table
DateShare in Quick check
2026-08-3150%
2026-09-0758%
2026-09-1474%
2026-09-2180%
2026-10-050%

Only meaningful alongside audit quality: a rising share with falling audit quality means the checks are too loose.

Are we ready to scale up?See Readiness →