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Performance monitor detected a 59% CPL spike vs 7-day baseline after last week's budget increase. AI Triage flagged as urgent. Agents are investigating and proposing a corrective action.
Performance Monitor detected 3 anomalies for Apex Legal · 12min ago
AI Triage Intelligence classified as Performance and Urgent
Priority escalated to urgent — CPL spike +59% above 7-day baseline
This is from the budget increase we approved last Tuesday. @meta-ads-engineer can you pull a 14-day comparison?
@meta-ads-engineer also check if the audience overlap from the new retarget set is cannibalizing Discovery
luis connected Meta Ads Engineer agent · just now
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How an immigration practice turned $23,569 in ad spend into $286,175 in attributed revenue: 20 signed clients.
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cost per lead vs a $250 category target
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The monthly report says impressions are up. The invoice says the fee went up with your budget, so the advice to scale is never disinterested. And when you ask what actually changed in the account last Tuesday, and why, and whether it worked, the answer is a meeting.
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This is from the budget increase we approved last Tuesday. The retarget set might be cannibalizing Discovery.
Already looked into it. PPC side shows the same negative keyword gaps we flagged last week. Let me pull a fresh report.
Good call. While you're at it, run the full negative keyword impact across all three campaigns. We need to see how much spend we can recover this month.
@ppc-agent generate impact report for last negative keyword batch
Call any agent on demand with @commands directly from your team thread. Dispatch custom tasks, pull reports, and trigger analysis without leaving the conversation.
Add 31 negative keywords across Brand + Exact campaigns
8mZero conversions on "Roofing - Broad" with $142 spend
22mIncrease budget +20% on "Commercial_Exact" ad set
45mCreative fatigue detected on 2 ad sets (freq > 3.8)
1hPPC analysis complete: $890/mo waste identified
1hLaunch retargeting campaign for site visitors > 60s
2hPPC agent completed search term analysis for Summit Construction. 31 irrelevant search terms identified with zero conversions and cumulative $890/mo waste across Brand and Exact match campaigns.
ppc-agent completed search term analysis · 8 min ago
Triage Intelligence classified as Routine Maintenance · 8 min ago
Awaiting review · Summit Construction
This is from the budget increase we approved last Tuesday. The retarget set might be cannibalizing Discovery.
Already looked into it. PPC side shows the same negative keyword gaps we flagged last week. Let me pull a fresh report.
Good call. While you're at it, run the full negative keyword impact across all three campaigns. We need to see how much spend we can recover this month.
@ppc-agent generate impact report for last negative keyword batch
Every budget change, campaign pause, and keyword addition is proposed with full reasoning and projected impact. You approve or reject. The system executes.
Every budget change, campaign pause, and keyword addition is proposed with full reasoning and projected impact. You approve or reject. The system executes.
Your fleet runs 24/7 across every client account. Every analysis, escalation, and execution is logged in real time.
Deep analysis complete for Apex Legal: 3 underperformers flagged
Just nowCPL spike +34% on Services Broad ad set
2m agoBudget reallocation requires approval for Sterling & Co
4m agoPaused Attorney Houston Lookalike: CTR below threshold
6m agoNew creative brief: Trust & Results messaging angle
8m agoDaily metrics collected: 16 accounts synced, 0 errors
12m agoKnowledge base rebuilt: 847 actions across 7-day window
15m agoBatch scored 23 leads: 8 qualified, 4 flagged low-intent
18m agoProposed +15% budget on Defense Retarget: ROAS 4.2x
22m agoHourly check complete: all 16 accounts within thresholds
25m agoYour fleet runs 24/7 across every client account. Every analysis, escalation, and execution is logged in real time.
Deep analysis complete for Apex Legal: 3 underperformers flagged
Just nowCPL spike +34% on Services Broad ad set
2m agoBudget reallocation requires approval for Sterling & Co
4m agoPaused Attorney Houston Lookalike: CTR below threshold
6m agoNew creative brief: Trust & Results messaging angle
8m agoDaily metrics collected: 16 accounts synced, 0 errors
12m agoKnowledge base rebuilt: 847 actions across 7-day window
15m agoBatch scored 23 leads: 8 qualified, 4 flagged low-intent
18m agoProposed +15% budget on Defense Retarget: ROAS 4.2x
22m agoHourly check complete: all 16 accounts within thresholds
25m agoEvery agent is a production TypeScript service pulling live data from Meta and Google APIs, evaluating rules against benchmarks, and using Claude for deep campaign analysis.
01import Anthropic from '@anthropic-ai/sdk';02import { FacebookAdsClient } from '../../shared/clients/facebook-ads';03import { ClientRecord } from '../../shared/clients/supabase';04import { getBenchmark, getCplStatus } from './benchmarks';05import { evaluateAdRules, evaluateAdSetRules } from './rules';06import { identifyScalingCandidates, detectCreativeFatigue } from './strategies';0708export class MetaAdsAnalyzer {09 private anthropic: Anthropic | null = null;1011 async analyzeClient(client: ClientRecord): Promise{ 12 logger.info({ clientId: client.id }, 'Starting Meta ads analysis');1314 // Layer 2: Read intel from OTHER agents about this client15 const otherIntel = await readClientIntel(client.id, "meta-ads-engineer");16 const crossAgentContext = otherIntel.map(17 i => `[${i.agent_name}] ${i.intel_type}: ${i.summary}`18 ).join("\n");1920 // Fetch campaign data from Meta Ads API21 const campaigns = await this.facebookClient.getCampaigns(client.ad_account_id);22 const adSets = await this.facebookClient.getAdSets(client.ad_account_id);2324 // Claude Opus 4.6 deep analysis with cross-agent context25 const analysis = await this.anthropic.messages.create({26 model: 'claude-opus-4-6-20260301',
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JUN 10, 2026Per-recipient signed approval links, reject with reason, and post-execution verification against the ad platform itself.
JUN 9, 2026Ask your account anything, then originate budget changes and pauses from chat. Every action stays approval-gated.
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