HelpLive demo
Live demo & KPI monitor
Live-clone a website and render three personalized variants per scenario — each with its own DATA USED receipt — then watch a simulated RL loop climb toward target KPIs on the monitor. · 3 min read
The Live demo clones a real website and renders three personalized variants for the selected scenario, each injected onto the cloned page so you see the rendering, not a mockup.
How to use the demo
- Pick a scenario in the left tree; expand it to see its three renderings (and any blocked variant).
- Set the URL in the bar to clone a different site —
gauntletai.comis the default. Cloning a new URL touches the network. - Open any variant to see its full receipt: the DATA USED signals, each with source and policy (say / allude / hold), and what the variant changed.
- A blocked variant shows why it can't ship — it relies on a held fact.
KPI control tower
- Open the KPI monitor to watch a simulated reinforcement-learning loop move toward target KPIs (a KPI tree with progress-to-target).
- See per-scenario learning — which arm the bandit picked and its share — with a blocked arm's would-be CTR shown but selected 0×.
- Watch the three trust rails: provenance coverage, drift (paused arms / fresh TTL facts), and hallucination/overclaim (ungated arms selected).
What it proves: every rendered variant carries a receipt, the optimizer can only pull verified arms (hallucination rail shows ungated arms selected as 0, blocked by construction), and provenance coverage is monitored continuously.
At a glance
| Routes | /demo · /demo/monitor |
| Module | app/demo.py |
| Also | /demo/variant (cloned page) · /api/demo/monitor (JSON) |