Total Spend (7d)
$12,847
+8.2% vs prev
Impressions
1.24M
+12.4%
Avg. CTR
2.94%
+0.18pp
Conversions
1,847
+14.2%
ROAS
4.2x
0.0%
Agent Operations
4 agents deployed · 3 active · 1 waiting
Live

Strategy & Research

Chief Marketing Strategist
Running
Competitor analysis 72%

Content & Creative

Senior Copywriter
Waiting
Awaiting strategy input 30%

Campaign Execution

Media Buyer & Integrator
Running
Deploying to Meta & Google 88%

Analytics & Optimizer

Data Scientist
Optimizing
Real-time bid adjustment 64%
Loop Engineering
Claude CLI integration · Phase 3 of 4
Active

Phase 1 · Database Schema

SQLModel models, requirements.txt initialized

Phase 2 · Orchestration Engine

agents.yaml, tasks.yaml, main.py configured

Phase 3 · API Connectors

Building Tavily Search & Meta/Google Ads wrappers

Phase 4 · Feedback Loop

Automated performance polling & adjustments

Last updated: 2 min ago v2.4.1

How It Works

Autonomous multi-agent workflow · End-to-end campaign lifecycle

Autonomous Loop
1

Research & Strategy

Strategy Agent analyzes product, researches competitors via Tavily/Exa, defines audience personas, and sets KPIs.

Tavily API Exa AI Claude Reasoning
2

Creative Generation

Creative Agent generates ad copy variations, email sequences, and visual briefs based on the strategy document.

LLM Prompts A/B Variants
3

Deploy & Execute

Execution Agent interfaces with Meta, Google, SendGrid APIs to launch campaigns and allocate budgets programmatically.

Meta Ads API Google Ads API SendGrid
4

Optimize & Loop

Analytics Agent polls CTR, CPC, and conversions. Scoring models trigger automated bid adjustments and budget reallocation.

Feedback Loop Auto-Optimize
Loop repeats continuously · Phase 4 feeds back into Phase 1 Human-in-the-loop approvals at each stage
Active Campaigns
Cross-platform performance overview
3 running
Campaign Platform Spend CTR Conversions Status
Summer Launch Q3
Meta Ads
$4,240 3.12% 147 Active
Search Retargeting
Google Ads
$3,980 2.45% 98 Active
Newsletter Drip
SendGrid
$627 4.20% 102 Paused
Brand Awareness
Instagram
$4,000 1.88% 54 Optimizing
Optimizer last action: increased Meta budget by 12% (2 min ago)
Live Agent Console
Real-time Claude CLI loop output
Streaming
14:32:01[INFO][Strategy] Competitor analysis complete. Found 3 new keywords.
14:32:18[INFO][Creative] Generated 5 ad copy variations for A/B test.
14:33:05[OK][Execution] Deployed campaign #cmp_8921 to Meta Ads.
14:34:22[WARN][Analytics] CTR dropped 0.2% on Google. Adjusting bid strategy...
14:35:10[INFO][Optimizer] Budget reallocation: +12% Meta, -8% SendGrid.
14:36:44[INFO][Strategy] New audience segment identified: "eco-conscious millennials".
14:37:30[OK][Execution] Email sequence triggered for 1,240 leads.
14:38:12[INFO][Analytics] ROAS updated: 4.2x (from 3.9x) — positive trend.
Claude CLI loop active · Phase 3 PostgreSQL connected
API: Operational
DB: Connected
Auth: SSO Enabled
Uptime: 99.98%
Build 2.4.1
Region: US-East