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Agents

Ad Operations (merged into Ads Manager)

Paid search intelligence has been merged into the Ads Manager (Nora). See the Ads Manager docs for current capabilities.

Ad Operations — merged into Ads Manager

As of 2026-05-06, the Ad Operations agent (Blake) was merged into the Ads Manager (Nora). The two agents shared 4 of 5 tools and the persona split was confusing customers — both could legitimately answer "how can I make my paid spend more efficient?" so the CMO had to flip a coin during delegation.

What moved

Sub-domainNew owner
Google Ads search-term miningAds Manager (Nora)
Negative keyword discovery + listsAds Manager (Nora)
Competitor ad monitoringAds Manager (Nora)
Wasted-spend identificationAds Manager (Nora)
Warm lead lists from ad engagementAds Manager (Nora)

The full Paid Search Intelligence sub-section is now part of Nora's instructions. Tool wiring is unchanged — keyword_research, serp_analysis, query_ga4, query_content, and analyze_competitor_pricing are all still available.

Why we merged

  • Tool overlap: 4/5 tools were duplicated between the two agents.
  • Routing ambiguity: the CMO's delegation prompt gave the same query to either agent on a coin-flip.
  • No spend reduction: each agent invocation paid for its own context and instructions; merging cut overhead.

See the audit report for the full reasoning.

→ Continue to the Ads Manager docs

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