What changed: turning a watchlist into a signal

Everyone has a watchlist. Almost nobody reads it, because a list of names does not tell you where to look. Monitoring is only useful when it answers one question every week without being asked: what changed, and does it matter.

The failure of most monitoring tools is not that they miss things. It is that they report everything. A feed of every mention, every job posting and every price change across twenty companies is not intelligence; it is a second inbox. The value is in the ranking, and the ranking is only possible if each change is scored against a baseline and against what the same change meant elsewhere.

The cycle

Qravitas re-collects every monitored company on a fourteen-day cadence. Each pass produces a full outside-in audit, not a delta, and the audit is compared with the company's own history. Because every company carries a longitudinal record, the Nth read sees a trajectory rather than a snapshot: streaks, acceleration, and reversals are scored, not just levels.

What counts as a change

A change is a movement in any scored dimension that exceeds the company's own noise floor and is corroborated by at least one independent signal. Some examples that clear the bar:

• An executive departure confirmed by two public sources, before the exchange filing.
• Hiring volume in a function falling by a third across two consecutive passes.
• Branded search share against named peers moving by more than the peer set's variance.
• A pricing restructure on the public site, corroborated by partner listings.
• Review velocity or sentiment breaking its twelve-month trend.
• A dependency in the knowledge graph gaining or losing weight, such as a new channel partner or a lost supplier.

Changes that do not clear the bar are recorded and carried, so a series of small movements can be surfaced when the trend becomes real.

Ranking by whether it matters

Each change is scored on three things: magnitude relative to the company's history, confidence in the evidence, and precedent, meaning what the same change meant in comparable companies in the evidence base. A hiring freeze at a company whose peers froze and then cut is ranked higher than the same freeze at a company whose peers froze and then grew. The evidence base is what makes the ranking possible.

What the weekly brief contains

1. The one thing. The single highest-ranked change across the watchlist, with the evidence and the precedent.
2. Movers. Every company whose Revenue Friction Index moved, with the dimension that drove it.
3. Watch items. Sub-threshold changes that are trending, stated as such.
4. Nothing changed. Named companies where nothing cleared the bar. Silence is information when it is deliberate.

Who uses it

Investors monitoring holdings and candidates. Corporate development teams keeping targets and competitors current through a process. Operators watching the companies their revenue depends on. The brief is the same for each; the watchlist and the thresholds differ.

Why not just set alerts?

Alerts fire on events. They do not know whether the event matters, and they do not accumulate. A monitored company carries its history forward, so the third small signal in a row is read as a trend rather than as three separate alerts nobody opened.

Questions this raises

How many companies can be monitored?

Marketing Intelligence and Board Pack are priced per company, so a watchlist is as many companies as you put on the term. Larger universes are scoped as Custom & Enterprise work.

How quickly does a change appear?

Within the fourteen-day cycle, and sooner for signals that are collected continuously such as leadership changes and public pricing.