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Built-in · continuous

Anomaly Hunter

Watches for CAC drift, audience fatigue, curve drift. Each flag carries the math so you can audit before acting.

Status

Watching now

Last check

2m ago

Open flags

3(2 need attention)

Under monitor

6 metrics· 2 alert

Recent flags

Flags raised in the last seven days, severity-ranked. Click "Show working" on any flag to inspect the thresholds and the window the agent looked at.

Meta L3% audience frequency creep

Meta · L3%

Medium severity · 12m ago

L3% lookalike audience frequency climbed to 6.2× last night, breaching the 5× threshold. CAC on this audience is up 18% over the period — pattern matches January's fatigue spike that landed CAC at $1,850 before we paused.

Open Meta

Google Search brand-term CTR drift

Google Search · brand

Medium severity · 2h ago

Brand-term click-through rate fell 2.1pp week-over-week. Could indicate competitor encroachment on brand SERP or a recently-disapproved ad. Worth a manual SERP check before assuming creep.

Open Google Search

LinkedIn ABM Tier 2 CAC trending up

LinkedIn · ABM Tier 2

Low severity · yesterday

CAC on the Tier 2 cohort up 14% week-over-week — just below the 15% threshold but trending. Surfacing as a low-severity watch so it doesn't sneak past the next refresh.

Open LinkedIn

Recently resolved

Reddit r/SaaS click spike — recovered

Reddit · r/SaaS

Resolved · 3 days ago

Was flagged for a click-fraud spike (CTR up 4× without conversion lift). Recovered after the audience was narrowed to r/SaaS subscribers with 90+ day history.

Currently watching

Six metrics under continuous monitoring. Thresholds are tuned against the last 28 days of behavior; breaches raise a flag in the feed above.

  • Audience frequency

    Meta · L1% / L2% / L3%

    ≤ 5.0×

    6.2× on L3%

  • Brand-term CTR

    Google Search · brand

    ≥ baseline − 2pp WoW

    2.7% (−2.1pp)

  • CAC (per cohort)

    LinkedIn · ABM Tier 1 + Tier 2

    ≤ +15% WoW

    +14% on Tier 2

  • Pipeline contribution

    ICP-A cohort (all channels)

    ≥ baseline − 20% WoW

    +3% WoW

  • Booth conversion rate

    Events · all field events

    ≥ baseline − 30% MoM

    −4% MoM

  • Reach saturation

    Google Display · prospecting

    ≤ 85% of addressable

    62%

Demo data