Agents are episodic; the world is not. Most scheduled wake-ups burn tokens to discover that nothing happened. Desvela inverts it: cheap deterministic checks do the watching, and something wakes up only when there is something worth deciding.
Your brand and competitors, the questions that define your category, the pages and sources that matter. One call or one form. The first run establishes your baseline — silently, by design.
Each question is asked N times per AI engine, because answers vary between runs. The metric is share of voice across samples — a single snapshot of a non-deterministic system is noise, and we refuse to sell you noise.
You appear, disappear, shift 25+ points, a new source gets cited or a new competitor enters the answer. Thresholds keep the noise out; a blocked check is never confused with a change.
An HMAC-signed webhook for your agent or your Slack. The payload carries the before, the after, and the source that changed the engine's mind — so the next move is obvious.
Every check and every change, timestamped. Evidence of what AI said about you, and when. Nothing is lost if a webhook fails — events stay readable in pull mode.
Alerts, not dashboards.
A deterministic check costs a fraction of a cent. Waking an LLM to re-read a page, re-reason the context and conclude "no change" costs roughly 100× more — every single time. That arbitrage is the whole product: you pay per check, and the checks are cheap because no model runs until something changed.