How frequently should you monitor AI outputs about your brand?

Monitoring frequency should follow the stakes. The higher a brand’s exposure and the faster its narrative can move, the more often its AI outputs need to be polled. Three tiers cover most situations, with a clear minimum standard for any brand treating AI as a serious channel.

Frequency by stakes

Daily, high-profile, regulated, or crisis-exposed

Public companies, brands in regulated industries, brands with active narrative risk, and brands in or near a crisis need daily monitoring. The engines move fast enough that a weekly cadence misses meaningful shifts in these situations.

Weekly, established, stable brands

Established brands with stable narratives can run weekly polling for ongoing visibility, using the same data to spot drift early.

Monthly baseline + quarterly audit, minimum serious standard

The minimum standard for any brand serious about AI as a channel is monthly baseline checks paired with quarterly full audits. Below that, drift tends to be caught only after it has already materialized into business consequences.

Why AIQ defaults to daily

AIQ is built to run daily by default. Once the topics are set up, the cost difference between daily and weekly polling is minimal, while the diagnostic value of daily monitoring, catching shifts and drift early, is materially higher.