System Architecture
Google Ads API
Keywords · Search · Display
Facebook Ads API
Audiences · Lead Gen · Video
⟶
Pull metrics daily
Node.js Middleware
Scheduler · Multi-platform
Claude client · State store
Claude client · State store
⟶
Send report + prompt
Claude API (Sonnet)
Keywords · Audiences · Budget
Bids · Creatives · Strategy
Bids · Creatives · Strategy
⟶
JSON recommendations
Nepal
5,000 students
Bangladesh
Coaching centres
Gulf / UAE
Offshore expansion
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Total Optimization Runs
—
Keywords Paused
—
Keywords Added
—
Negative Keywords Added
Budget Allocation
Current Split
Last run: Never
Alerts
No alerts yet
Alerts will appear after the first optimization run
Pending Approvals
0 items
No pending approvals
All recommendations have been applied or are pending the next run
Run History
| Date | Platform | Summary | Paused | Added | Neg. KWs | Bids Adj. | Budget | Errors |
|---|---|---|---|---|---|---|---|---|
| No optimization runs yet — data will appear after the first scheduled run. | ||||||||