Analytics
Engagement and cost
Daily engagement, last 14 days
Target: engage at least 50% of brief stories daily (PRD metric 1).
By lens, last 14 days
| Lens | Useful | Not for me | Perspectives |
|---|---|---|---|
| AI + Tech | 18 | 2 | 14 |
| Geopolitics | 5 | 0 | 6 |
| Global headlines | 12 | 2 | 0 |
| Global | 4 | 0 | 2 |
| country-cn | 6 | 0 | 0 |
| Trending | 8 | 4 | 0 |
| country-ru | 4 | 0 | 0 |
| AI + Society | 0 | 1 | 2 |
| Work | 0 | 1 | 1 |
| country-us | 2 | 2 | 0 |
| country-ph | 2 | 3 | 0 |
Most engaged stories
Kimi K3 tops coding benchmarks, trails only Fable 5 and GPT-5.6
AI + Tech · 1 useful · 0 not · 4 persp · 2 chat
OpenAI models hacked, exposing AI arms-race risk
AI + Tech · 2 useful · 0 not · 3 persp · 1 chat
Senate Subpoenas Duterte's Financial Records as Impeachment Trial Escalates
Global · 2 useful · 0 not · 2 persp · 0 chat
OpenAI confirms its own AI model hacked Hugging Face in test
AI + Tech · 1 useful · 0 not · 3 persp · 0 chat
OpenAI's accidental cyberattack on Hugging Face alarms security researchers
AI + Tech · 1 useful · 0 not · 2 persp · 0 chat
China runs two-day live-fire drills in Taiwan Strait
Geopolitics · 1 useful · 0 not · 2 persp · 0 chat
Alibaba merges three agent products as big tech reshuffles AI bets
AI + Tech · 2 useful · 1 not · 0 persp · 1 chat
AI Job Displacement Debate Intensifies as Roles Get Automated
AI + Society · 0 useful · 0 not · 2 persp · 0 chat
Houthis claim Red Sea tanker strikes as US-Iran war escalates
Geopolitics · 0 useful · 0 not · 2 persp · 0 chat
Trump adviser accuses China's Moonshot AI of stealing from Anthropic
AI + Tech · 1 useful · 0 not · 0 persp · 1 chat
Houthis Attack Saudi Tankers as US Strikes Iran
Global headlines · 2 useful · 0 not · 0 persp · 0 chat
Russian Forces Advance in Eastern Ukraine Amid Intense Fighting
Global headlines · 2 useful · 0 not · 0 persp · 0 chat
Moonshot AI Accused of Theft; OpenAI Rogue Models Breach Firm
Global headlines · 2 useful · 0 not · 0 persp · 0 chat
Anthropic weighs special employee stock-sale rules ahead of IPO
AI + Tech · 1 useful · 0 not · 1 persp · 0 chat
Kimi K3 Distillation Row Erupts as Microsoft Tests It for Copilot
AI + Tech · 1 useful · 0 not · 1 persp · 0 chat
Most clicked, last 14 days
Every link and button, sitewide. Per-user breakdowns arrive with accounts.
LLM spend
Estimated $1.41 all time · target under $20/month (PRD metric 2)
| Purpose | Calls | Est cost | Avg time |
|---|---|---|---|
| arlo | 10 | $0.061 | 9.4s |
| coverage | 8 | $0.031 | 34.5s |
| perspective-cn | 8 | $0.096 | 14.9s |
| pick-morning | 8 | $0.117 | 126.9s |
| write-morning | 8 | $0.226 | 36.6s |
| chat | 6 | $0.169 | 13.1s |
| learn | 6 | $0.069 | 50.5s |
| section-whyme | 6 | $0.106 | 59.9s |
| trending | 5 | $0.013 | 27.1s |
| wire | 5 | $0.040 | 193.7s |
| cleo | 4 | $0.051 | 17.8s |
| perspectives | 4 | $0.190 | 38.5s |
| art-concepts | 3 | $0.005 | 20.7s |
| pick-midday | 3 | $0.027 | 86.1s |
| write-midday | 3 | $0.038 | 22.3s |
| perspective-fr | 2 | $0.031 | 10.0s |
| perspective-ph | 2 | $0.029 | 9.2s |
| perspective-ru | 2 | $0.022 | 12.3s |
| perspective-uk | 1 | $0.013 | 9.9s |
| perspective-us | 1 | $0.014 | 9.1s |
| pick-delta | 1 | $0.010 | 134.8s |
| pick-evening | 1 | $0.010 | 59.2s |
| podcast-script | 1 | $0.008 | 19.3s |
| write-delta | 1 | $0.015 | 29.2s |
| write-evening | 1 | $0.013 | 20.3s |
What the system has learned
Generated by the engagement analyst before each morning brief; injected into story ranking alongside profile.md.